SlideShare una empresa de Scribd logo
1 de 11
In Data Science?
What Are The Latest Trends
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
The benefits of a data-driven approach to business are well established but not set
in stone. The relentless march of technological progress means the boundaries of
what is possible are constantly being redrawn, spawning new behaviors, trends and
buzzwords.
Data science gave rise to AI as we know it in business today – the ability for
machines to “learn” to become continuously better at making predictions based on
the data they are given. Today, the most exciting trends in data revolve around
these cognitive decision-making capabilities.
Here’s an overview of how this usage is evolving – signposts that point the direction
of travel between where we are today and where data science will take us tomorrow:
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
AI has been around for many years, but it's only recently that it's become truly useful in many
everyday business functions. This is because traditionally, it involved expensive up-front
investment in infrastructure, intellectual property, and skills. As a result, hugely powerful and
universally useful technologies like machine learning and artificial cognitive networks were
confined to big business and academic institutions.
What’s pushed AI into the mainstream is the emergence of cloud-based as-a-service solutions,
where the infrastructure is sitting waiting for us in a data center, and we simply pay for
however much of it we want to use. This can be in the form of plug-and-play applications that
enable us to deploy data-driven solutions such as automated marketing, recommendation
engines, or predictive maintenance, even if we are only a small organization with a limited
budget for AI research and development. The evolution of AI as-a-service means it is no longer
simply helping us to automate repetitive workloads such as data entry or language translation.
Increasingly it will help us make data-driven decisions such as setting strategic targets and
creating smarter products and services.
AI as-a-service
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
We've had AI-created art, music, and even computer programs, and until recently, it's
generally been seen as a curiosity. However, the ability of AI systems to continuously
improve – as well as the development of more sophisticated machine learning algorithms
such as generative adversarial networks (GANs) – mean that machines are increasingly
giving us a run for our money when it comes to creativity. It might be a while before
we’re excited about the prospect of sitting down and reading a novel by a famous robot
author, but for less ambitious endeavors – such as writing product descriptions or
creating highlights videos for sports events – AI is becoming increasingly common.
One huge advantage that AI has here over human creatives is that the speed it can work
at means it can far more efficiently produce targeted, personalized content. Product
descriptions on websites can be tailored for the person that the AI predicts will be
reading them, and adverts (or even movies) could have a personalized soundtrack,
algorithmically created to appeal to a specific individual.
Data-generated content creation
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Data-driven business initiatives of the last decade have involved using huge
datasets to understand things – customers, markets, the weather – and predict
how their behavior will influence our own interests. But as we saw more clearly
than ever in 2020, the world is a changing place. When dramatic and world-
changing events happen, models need to be rapidly adjusted – and often, this
means that data from the "old world" just isn't as valuable or useful anymore!
This means that people are now talking about "small data" – technology and
practices that enable data-driven decision-making to continue when the
amount of information we have is limited. Although it sounds like the literal
opposite, small data practice is closely linked to big data concepts and will
increasingly be bought into play when data becomes unexpectedly outdated
due to unforeseen events or is otherwise incomplete or unavailable.
Small Data
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
A data-driven and analytical approach is increasingly useful in just about any human occupation or
profession. The problem is there aren’t enough traditionally-trained data scientists to go around. This
lack of capacity to capitalize on opportunities to leverage data is undoubtedly causing a large amount
of inefficiency within many organizations, purely through missed opportunities.
The citizen data scientist has been touted for some time as the solution to this dilemma, and the
changed working dynamic of the pandemic era has undoubtedly accelerated its uptake, with more of
us relying on digital tools to do our jobs than ever before. A “citizen data scientist” (a term coined by
Gartner) is someone who is not necessarily academically trained as a data scientist or employed as a
data analyst but has the ability to work with and implement data solutions as part of their day-to-day
work. The term could encapsulate a CEO who uses a data platform to manage their business or a
salesperson who implements tools and platforms to make data-driven customer decisions. They don't
need a Ph.D. in data science - only the knowledge and ability to an analytical and scientific approach
to their data work, by measuring their work, recording their successes, and learning from their failures.
Closely related to the “AI as-a-service” trend, a big driver for the explosion in popularity of this trend
is the emergence of "no-code" and natural-language data science platforms, allowing anyone to have
a stab at creating smart applications even if they don’t know anything about software development.
Citizen Data Scientists
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
A hot-topic buzzword for a few years but now undoubtedly starting to gain traction in the real world.
Edge computing is so-named to distinguish it from the concept of cloud computing, where all of the
work is carried out in centralized, often off-site data centers to be consumed on local terminals
through APIs and dashboards. With edge, the computational heavy-lifting is carried out as close as
possible to the point where the data is collected, often within the data-collecting device itself.
Applications for edge computing exist in high-concept technology use-cases such as self-driving cars
– where the cars themselves need to be able to make a decision on whether they are in a dangerous
situation and should take evasive action, without having to send everything they know off to a data
center and wait for the result to come back.
Edge computing means decisions can be taken more quickly and reduces bandwidth taken up
sending information backwards and forwards from the cloud. It also has exciting applications as
diverse as space travel (allowing unmanned spacecraft to take more decisions for themselves, rather
than having to send information back to a base station before action can be taken) and health tech.
Think of remote patient monitoring devices that could alert the wearer, as well as doctors or carers,
when it senses something might be wrong while being respectful of privacy.
Edge Analytics
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
There are many dimensions to ethicality in AI, and it’s fair to say that our
understanding of the concept is evolving alongside the technology itself. When
it first became clear that AI ethics are an issue that many businesses will have to
address, questions largely revolved around privacy and the potential for
technology to be intrusive. Since then, the extent that human or systemic bias
can lead to automated, large-scale machine bias has become apparent. This
means mitigating AI’s potential, if left unchecked, to magnify prejudice and
accelerate inequality has become a crucial challenge for anyone working with
data and cognitive algorithms.
Ethical and Responsible AI
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Today, it’s clear that AI has the potential to change many aspects of how the
world works, so the key ethical questions relate to how technology can be used
to help us solve the biggest problems facing the world, such as curing disease,
reducing poverty, protecting the environment and driving human progress. AI
technology is expensive, and there are only a limited number of humans with
the skill to deploy it, so the need to ensure these resources are dedicated to
applications that will truly be valuable to people and the planet has led to the
emergence of organizations such as the Partnership on Artificial Intelligence to
Benefit People and Society - founded by tech giants including Google,
Microsoft, and Apple. Most forward-thinking organizations involved with AI
now often have ethics boards dedicated to ensuring that nothing they do could
be perceived as having harmful effects, and this will become increasingly
common.
Ethical and Responsible AI
Bernard Marr is an internationally best-selling author, popular keynote speaker, futurist, and a
strategic business & technology advisor to governments and companies. He helps
organisations improve their business performance, use data more intelligently, and
understand the implications of new technologies such as artificial intelligence, big data,
blockchains, and the Internet of Things.
LinkedIn has ranked Bernard as one of the world’s top 5 business influencers. He is a frequent
contributor to the World Economic Forum and writes a regular column for Forbes. Every day
Bernard actively engages his 1.5 million social media followers and shares content that
reaches millions of readers.
Visit The
Website
© 2020 Bernard Marr , Bernard Marr & Co. All rights reserved
© 2017 Bernard Marr , Bernard Marr & Co. All rights reserved
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved
Bernard Marr is an internationally best-selling author, popular keynote speaker, futurist, and a
strategic business & technology advisor to governments and companies. He helps
organisations improve their business performance, use data more intelligently, and
understand the implications of new technologies such as artificial intelligence, big data,
blockchains, and the Internet of Things.
LinkedIn has ranked Bernard as one of the world’s top 5 business influencers. He is a frequent
contributor to the World Economic Forum and writes a regular column for Forbes. Every day
Bernard actively engages his 1.5 million social media followers and shares content that
reaches millions of readers.
Visit The
Website
Title
Subtitle
Be the FIRST to receive news,
articles, insights and event
updates from Bernard Marr & Co
straight to your inbox.
Signing up is EASY! Simply fill out
the online form and we’ll be in
touch!
© 2020 Bernard Marr, Bernard Marr & Co. All rights reserved

Más contenido relacionado

La actualidad más candente

Introduction on Data Science
Introduction on Data ScienceIntroduction on Data Science
Introduction on Data ScienceEdureka!
 
The 7 Biggest Ethical Challenges of Artificial Intelligence
The 7 Biggest Ethical Challenges of Artificial IntelligenceThe 7 Biggest Ethical Challenges of Artificial Intelligence
The 7 Biggest Ethical Challenges of Artificial IntelligenceBernard Marr
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data ScienceEdureka!
 
introduction to data science
introduction to data scienceintroduction to data science
introduction to data sciencebhavesh lande
 
Case study on deep learning
Case study on deep learningCase study on deep learning
Case study on deep learningHarshitBarde
 
1. Data Analytics-introduction
1. Data Analytics-introduction1. Data Analytics-introduction
1. Data Analytics-introductionkrishna singh
 
Data science presentation
Data science presentationData science presentation
Data science presentationMSDEVMTL
 
The Ethics of Artificial Intelligence
The Ethics of Artificial IntelligenceThe Ethics of Artificial Intelligence
The Ethics of Artificial IntelligenceKarl Seiler
 
Data science applications and usecases
Data science applications and usecasesData science applications and usecases
Data science applications and usecasesSreenatha Reddy K R
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data ScienceSrishti44
 
Introduction to Data Science (Data Summit, 2017)
Introduction to Data Science (Data Summit, 2017)Introduction to Data Science (Data Summit, 2017)
Introduction to Data Science (Data Summit, 2017)Caserta
 
Ppt on data science
Ppt on data science Ppt on data science
Ppt on data science Ansh Budania
 
Lesson 1 intro to ai
Lesson 1   intro to aiLesson 1   intro to ai
Lesson 1 intro to aiankit_ppt
 

La actualidad más candente (20)

Introduction on Data Science
Introduction on Data ScienceIntroduction on Data Science
Introduction on Data Science
 
Introduction to data science
Introduction to data scienceIntroduction to data science
Introduction to data science
 
Data Science
Data ScienceData Science
Data Science
 
The 7 Biggest Ethical Challenges of Artificial Intelligence
The 7 Biggest Ethical Challenges of Artificial IntelligenceThe 7 Biggest Ethical Challenges of Artificial Intelligence
The 7 Biggest Ethical Challenges of Artificial Intelligence
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
introduction to data science
introduction to data scienceintroduction to data science
introduction to data science
 
Data mining
Data miningData mining
Data mining
 
Case study on deep learning
Case study on deep learningCase study on deep learning
Case study on deep learning
 
1. Data Analytics-introduction
1. Data Analytics-introduction1. Data Analytics-introduction
1. Data Analytics-introduction
 
Chat_GPT_Presentation
Chat_GPT_PresentationChat_GPT_Presentation
Chat_GPT_Presentation
 
Data science
Data science Data science
Data science
 
Data science presentation
Data science presentationData science presentation
Data science presentation
 
The Ethics of Artificial Intelligence
The Ethics of Artificial IntelligenceThe Ethics of Artificial Intelligence
The Ethics of Artificial Intelligence
 
The Ethics of AI
The Ethics of AIThe Ethics of AI
The Ethics of AI
 
Chapter 1 big data
Chapter 1 big dataChapter 1 big data
Chapter 1 big data
 
Data science applications and usecases
Data science applications and usecasesData science applications and usecases
Data science applications and usecases
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Introduction to Data Science (Data Summit, 2017)
Introduction to Data Science (Data Summit, 2017)Introduction to Data Science (Data Summit, 2017)
Introduction to Data Science (Data Summit, 2017)
 
Ppt on data science
Ppt on data science Ppt on data science
Ppt on data science
 
Lesson 1 intro to ai
Lesson 1   intro to aiLesson 1   intro to ai
Lesson 1 intro to ai
 

Similar a What Are The Latest Trends in Data Science?

Future Trends of AI and Analytics in the Cloud
Future Trends of AI and Analytics in the CloudFuture Trends of AI and Analytics in the Cloud
Future Trends of AI and Analytics in the CloudBernard Marr
 
The 4 Biggest Trends In Big Data and Analytics Right For 2021
The 4 Biggest Trends In Big Data and Analytics Right For 2021The 4 Biggest Trends In Big Data and Analytics Right For 2021
The 4 Biggest Trends In Big Data and Analytics Right For 2021Bernard Marr
 
How To Get Started With Your AI Journey
How To Get Started With Your AI JourneyHow To Get Started With Your AI Journey
How To Get Started With Your AI JourneyBernard Marr
 
Managing Data To Drive Competitive Advantage
Managing Data To Drive Competitive Advantage Managing Data To Drive Competitive Advantage
Managing Data To Drive Competitive Advantage Bernard Marr
 
The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023Bernard Marr
 
Artificial Intelligence and Big Data
Artificial Intelligence and Big DataArtificial Intelligence and Big Data
Artificial Intelligence and Big DataHatim EL-QADDOURY
 
Emerging Technologies in Business
Emerging Technologies in BusinessEmerging Technologies in Business
Emerging Technologies in Businessijtsrd
 
Should I Choose Machine Learning or Big Data?
Should I Choose Machine Learning or Big Data?Should I Choose Machine Learning or Big Data?
Should I Choose Machine Learning or Big Data?Bernard Marr
 
Big Data Analytics Trends and Industry Predictions to Watch For in 2021
Big Data Analytics Trends and Industry Predictions to Watch For in 2021Big Data Analytics Trends and Industry Predictions to Watch For in 2021
Big Data Analytics Trends and Industry Predictions to Watch For in 2021Way2Smile
 
How Big Data Will Change Businesses In 2018
How Big Data Will Change Businesses In 2018How Big Data Will Change Businesses In 2018
How Big Data Will Change Businesses In 2018Tyrone Systems
 
Mondo's 15 for '15
Mondo's 15 for '15Mondo's 15 for '15
Mondo's 15 for '15Mondo
 
Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence? Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence? Bernard Marr
 
Big Data & Analytics Trends 2016 Vin Malhotra
Big Data & Analytics Trends 2016 Vin MalhotraBig Data & Analytics Trends 2016 Vin Malhotra
Big Data & Analytics Trends 2016 Vin MalhotraVin Malhotra
 
A Guide on How AI Contributes to Businesses in Today’s Era to Watch in 2023.
A Guide on How AI Contributes to Businesses in Today’s Era to Watch in 2023.A Guide on How AI Contributes to Businesses in Today’s Era to Watch in 2023.
A Guide on How AI Contributes to Businesses in Today’s Era to Watch in 2023.Techugo
 
The 7 Biggest Artificial Intelligence (AI) Trends In 2022
The 7 Biggest Artificial Intelligence (AI) Trends In 2022The 7 Biggest Artificial Intelligence (AI) Trends In 2022
The 7 Biggest Artificial Intelligence (AI) Trends In 2022Bernard Marr
 
Differentiating in the Digital Era
Differentiating in the Digital EraDifferentiating in the Digital Era
Differentiating in the Digital EraBharat Bhushan
 
Investing in AI: Moving Along the Digital Maturity Curve
Investing in AI: Moving Along the Digital Maturity CurveInvesting in AI: Moving Along the Digital Maturity Curve
Investing in AI: Moving Along the Digital Maturity CurveCognizant
 
LIMITATIONS OF AI
LIMITATIONS OF AILIMITATIONS OF AI
LIMITATIONS OF AIAdityaK52
 
How To Understand Your Customers And Their Needs With The Right Data
How To Understand Your Customers And Their Needs With The Right DataHow To Understand Your Customers And Their Needs With The Right Data
How To Understand Your Customers And Their Needs With The Right DataBernard Marr
 
How Any Business Must Use Data To Create Smarter Services For Their Customers
How Any Business Must Use Data To Create Smarter Services For Their Customers How Any Business Must Use Data To Create Smarter Services For Their Customers
How Any Business Must Use Data To Create Smarter Services For Their Customers Bernard Marr
 

Similar a What Are The Latest Trends in Data Science? (20)

Future Trends of AI and Analytics in the Cloud
Future Trends of AI and Analytics in the CloudFuture Trends of AI and Analytics in the Cloud
Future Trends of AI and Analytics in the Cloud
 
The 4 Biggest Trends In Big Data and Analytics Right For 2021
The 4 Biggest Trends In Big Data and Analytics Right For 2021The 4 Biggest Trends In Big Data and Analytics Right For 2021
The 4 Biggest Trends In Big Data and Analytics Right For 2021
 
How To Get Started With Your AI Journey
How To Get Started With Your AI JourneyHow To Get Started With Your AI Journey
How To Get Started With Your AI Journey
 
Managing Data To Drive Competitive Advantage
Managing Data To Drive Competitive Advantage Managing Data To Drive Competitive Advantage
Managing Data To Drive Competitive Advantage
 
The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023
 
Artificial Intelligence and Big Data
Artificial Intelligence and Big DataArtificial Intelligence and Big Data
Artificial Intelligence and Big Data
 
Emerging Technologies in Business
Emerging Technologies in BusinessEmerging Technologies in Business
Emerging Technologies in Business
 
Should I Choose Machine Learning or Big Data?
Should I Choose Machine Learning or Big Data?Should I Choose Machine Learning or Big Data?
Should I Choose Machine Learning or Big Data?
 
Big Data Analytics Trends and Industry Predictions to Watch For in 2021
Big Data Analytics Trends and Industry Predictions to Watch For in 2021Big Data Analytics Trends and Industry Predictions to Watch For in 2021
Big Data Analytics Trends and Industry Predictions to Watch For in 2021
 
How Big Data Will Change Businesses In 2018
How Big Data Will Change Businesses In 2018How Big Data Will Change Businesses In 2018
How Big Data Will Change Businesses In 2018
 
Mondo's 15 for '15
Mondo's 15 for '15Mondo's 15 for '15
Mondo's 15 for '15
 
Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence? Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence?
 
Big Data & Analytics Trends 2016 Vin Malhotra
Big Data & Analytics Trends 2016 Vin MalhotraBig Data & Analytics Trends 2016 Vin Malhotra
Big Data & Analytics Trends 2016 Vin Malhotra
 
A Guide on How AI Contributes to Businesses in Today’s Era to Watch in 2023.
A Guide on How AI Contributes to Businesses in Today’s Era to Watch in 2023.A Guide on How AI Contributes to Businesses in Today’s Era to Watch in 2023.
A Guide on How AI Contributes to Businesses in Today’s Era to Watch in 2023.
 
The 7 Biggest Artificial Intelligence (AI) Trends In 2022
The 7 Biggest Artificial Intelligence (AI) Trends In 2022The 7 Biggest Artificial Intelligence (AI) Trends In 2022
The 7 Biggest Artificial Intelligence (AI) Trends In 2022
 
Differentiating in the Digital Era
Differentiating in the Digital EraDifferentiating in the Digital Era
Differentiating in the Digital Era
 
Investing in AI: Moving Along the Digital Maturity Curve
Investing in AI: Moving Along the Digital Maturity CurveInvesting in AI: Moving Along the Digital Maturity Curve
Investing in AI: Moving Along the Digital Maturity Curve
 
LIMITATIONS OF AI
LIMITATIONS OF AILIMITATIONS OF AI
LIMITATIONS OF AI
 
How To Understand Your Customers And Their Needs With The Right Data
How To Understand Your Customers And Their Needs With The Right DataHow To Understand Your Customers And Their Needs With The Right Data
How To Understand Your Customers And Their Needs With The Right Data
 
How Any Business Must Use Data To Create Smarter Services For Their Customers
How Any Business Must Use Data To Create Smarter Services For Their Customers How Any Business Must Use Data To Create Smarter Services For Their Customers
How Any Business Must Use Data To Create Smarter Services For Their Customers
 

Más de Bernard Marr

The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023Bernard Marr
 
How To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For BusinessHow To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For BusinessBernard Marr
 
The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023Bernard Marr
 
The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023Bernard Marr
 
Policing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening NowPolicing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening NowBernard Marr
 
Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services Bernard Marr
 
The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023Bernard Marr
 
Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?Bernard Marr
 
The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023Bernard Marr
 
The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023Bernard Marr
 
How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023Bernard Marr
 
The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023Bernard Marr
 
12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work 12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work Bernard Marr
 
The Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your CareerThe Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your CareerBernard Marr
 
How AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of HealthcareHow AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of HealthcareBernard Marr
 
Top 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of WorkTop 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of WorkBernard Marr
 
Artificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of MarketingArtificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of MarketingBernard Marr
 
Is AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say NoIs AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say NoBernard Marr
 
Will Smart Glasses Replace Smartphones In The Metaverse?
Will Smart Glasses Replace Smartphones In The Metaverse?Will Smart Glasses Replace Smartphones In The Metaverse?
Will Smart Glasses Replace Smartphones In The Metaverse?Bernard Marr
 
Cultural Intelligence (CQ) Is An Important Predictor Of Success. Here’s How T...
Cultural Intelligence (CQ) Is An Important Predictor Of Success. Here’s How T...Cultural Intelligence (CQ) Is An Important Predictor Of Success. Here’s How T...
Cultural Intelligence (CQ) Is An Important Predictor Of Success. Here’s How T...Bernard Marr
 

Más de Bernard Marr (20)

The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023
 
How To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For BusinessHow To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For Business
 
The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023
 
The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023
 
Policing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening NowPolicing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening Now
 
Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services
 
The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023
 
Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?
 
The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023
 
The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023
 
How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023
 
The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023
 
12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work 12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work
 
The Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your CareerThe Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your Career
 
How AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of HealthcareHow AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of Healthcare
 
Top 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of WorkTop 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of Work
 
Artificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of MarketingArtificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of Marketing
 
Is AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say NoIs AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say No
 
Will Smart Glasses Replace Smartphones In The Metaverse?
Will Smart Glasses Replace Smartphones In The Metaverse?Will Smart Glasses Replace Smartphones In The Metaverse?
Will Smart Glasses Replace Smartphones In The Metaverse?
 
Cultural Intelligence (CQ) Is An Important Predictor Of Success. Here’s How T...
Cultural Intelligence (CQ) Is An Important Predictor Of Success. Here’s How T...Cultural Intelligence (CQ) Is An Important Predictor Of Success. Here’s How T...
Cultural Intelligence (CQ) Is An Important Predictor Of Success. Here’s How T...
 

Último

Bios of leading Astrologers & Researchers
Bios of leading Astrologers & ResearchersBios of leading Astrologers & Researchers
Bios of leading Astrologers & Researchersdarmandersingh4580
 
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...Klinik Aborsi
 
社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token Prediction社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token PredictionNABLAS株式会社
 
Displacement, Velocity, Acceleration, and Second Derivatives
Displacement, Velocity, Acceleration, and Second DerivativesDisplacement, Velocity, Acceleration, and Second Derivatives
Displacement, Velocity, Acceleration, and Second Derivatives23050636
 
Unsatisfied Bhabhi ℂall Girls Vadodara Book Esha 7427069034 Top Class ℂall Gi...
Unsatisfied Bhabhi ℂall Girls Vadodara Book Esha 7427069034 Top Class ℂall Gi...Unsatisfied Bhabhi ℂall Girls Vadodara Book Esha 7427069034 Top Class ℂall Gi...
Unsatisfied Bhabhi ℂall Girls Vadodara Book Esha 7427069034 Top Class ℂall Gi...Payal Garg #K09
 
How to Transform Clinical Trial Management with Advanced Data Analytics
How to Transform Clinical Trial Management with Advanced Data AnalyticsHow to Transform Clinical Trial Management with Advanced Data Analytics
How to Transform Clinical Trial Management with Advanced Data AnalyticsBrainSell Technologies
 
bams-3rd-case-presentation-scabies-12-05-2020.pptx
bams-3rd-case-presentation-scabies-12-05-2020.pptxbams-3rd-case-presentation-scabies-12-05-2020.pptx
bams-3rd-case-presentation-scabies-12-05-2020.pptxJocylDuran
 
Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...
Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...
Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...ssuserf63bd7
 
DATA SUMMIT 24 Building Real-Time Pipelines With FLaNK
DATA SUMMIT 24  Building Real-Time Pipelines With FLaNKDATA SUMMIT 24  Building Real-Time Pipelines With FLaNK
DATA SUMMIT 24 Building Real-Time Pipelines With FLaNKTimothy Spann
 
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...yulianti213969
 
Client Researchhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh.pptx
Client Researchhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh.pptxClient Researchhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh.pptx
Client Researchhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh.pptxStephen266013
 
DBMS UNIT 5 46 CONTAINS NOTES FOR THE STUDENTS
DBMS UNIT 5 46 CONTAINS NOTES FOR THE STUDENTSDBMS UNIT 5 46 CONTAINS NOTES FOR THE STUDENTS
DBMS UNIT 5 46 CONTAINS NOTES FOR THE STUDENTSSnehalVinod
 
一比一原版(曼大毕业证书)曼尼托巴大学毕业证成绩单留信学历认证一手价格
一比一原版(曼大毕业证书)曼尼托巴大学毕业证成绩单留信学历认证一手价格一比一原版(曼大毕业证书)曼尼托巴大学毕业证成绩单留信学历认证一手价格
一比一原版(曼大毕业证书)曼尼托巴大学毕业证成绩单留信学历认证一手价格q6pzkpark
 
Introduction to Statistics Presentation.pptx
Introduction to Statistics Presentation.pptxIntroduction to Statistics Presentation.pptx
Introduction to Statistics Presentation.pptxAniqa Zai
 
DAA Assignment Solution.pdf is the best1
DAA Assignment Solution.pdf is the best1DAA Assignment Solution.pdf is the best1
DAA Assignment Solution.pdf is the best1sinhaabhiyanshu
 
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证acoha1
 
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Klinik kandungan
 
Northern New England Tableau User Group (TUG) May 2024
Northern New England Tableau User Group (TUG) May 2024Northern New England Tableau User Group (TUG) May 2024
Northern New England Tableau User Group (TUG) May 2024patrickdtherriault
 
sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444saurabvyas476
 

Último (20)

Bios of leading Astrologers & Researchers
Bios of leading Astrologers & ResearchersBios of leading Astrologers & Researchers
Bios of leading Astrologers & Researchers
 
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
 
社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token Prediction社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token Prediction
 
Displacement, Velocity, Acceleration, and Second Derivatives
Displacement, Velocity, Acceleration, and Second DerivativesDisplacement, Velocity, Acceleration, and Second Derivatives
Displacement, Velocity, Acceleration, and Second Derivatives
 
Unsatisfied Bhabhi ℂall Girls Vadodara Book Esha 7427069034 Top Class ℂall Gi...
Unsatisfied Bhabhi ℂall Girls Vadodara Book Esha 7427069034 Top Class ℂall Gi...Unsatisfied Bhabhi ℂall Girls Vadodara Book Esha 7427069034 Top Class ℂall Gi...
Unsatisfied Bhabhi ℂall Girls Vadodara Book Esha 7427069034 Top Class ℂall Gi...
 
How to Transform Clinical Trial Management with Advanced Data Analytics
How to Transform Clinical Trial Management with Advanced Data AnalyticsHow to Transform Clinical Trial Management with Advanced Data Analytics
How to Transform Clinical Trial Management with Advanced Data Analytics
 
bams-3rd-case-presentation-scabies-12-05-2020.pptx
bams-3rd-case-presentation-scabies-12-05-2020.pptxbams-3rd-case-presentation-scabies-12-05-2020.pptx
bams-3rd-case-presentation-scabies-12-05-2020.pptx
 
Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...
Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...
Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...
 
DATA SUMMIT 24 Building Real-Time Pipelines With FLaNK
DATA SUMMIT 24  Building Real-Time Pipelines With FLaNKDATA SUMMIT 24  Building Real-Time Pipelines With FLaNK
DATA SUMMIT 24 Building Real-Time Pipelines With FLaNK
 
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
 
Client Researchhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh.pptx
Client Researchhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh.pptxClient Researchhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh.pptx
Client Researchhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh.pptx
 
DBMS UNIT 5 46 CONTAINS NOTES FOR THE STUDENTS
DBMS UNIT 5 46 CONTAINS NOTES FOR THE STUDENTSDBMS UNIT 5 46 CONTAINS NOTES FOR THE STUDENTS
DBMS UNIT 5 46 CONTAINS NOTES FOR THE STUDENTS
 
一比一原版(曼大毕业证书)曼尼托巴大学毕业证成绩单留信学历认证一手价格
一比一原版(曼大毕业证书)曼尼托巴大学毕业证成绩单留信学历认证一手价格一比一原版(曼大毕业证书)曼尼托巴大学毕业证成绩单留信学历认证一手价格
一比一原版(曼大毕业证书)曼尼托巴大学毕业证成绩单留信学历认证一手价格
 
Abortion pills in Riyadh Saudi Arabia| +966572737505 | Get Cytotec, Unwanted Kit
Abortion pills in Riyadh Saudi Arabia| +966572737505 | Get Cytotec, Unwanted KitAbortion pills in Riyadh Saudi Arabia| +966572737505 | Get Cytotec, Unwanted Kit
Abortion pills in Riyadh Saudi Arabia| +966572737505 | Get Cytotec, Unwanted Kit
 
Introduction to Statistics Presentation.pptx
Introduction to Statistics Presentation.pptxIntroduction to Statistics Presentation.pptx
Introduction to Statistics Presentation.pptx
 
DAA Assignment Solution.pdf is the best1
DAA Assignment Solution.pdf is the best1DAA Assignment Solution.pdf is the best1
DAA Assignment Solution.pdf is the best1
 
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证
 
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
 
Northern New England Tableau User Group (TUG) May 2024
Northern New England Tableau User Group (TUG) May 2024Northern New England Tableau User Group (TUG) May 2024
Northern New England Tableau User Group (TUG) May 2024
 
sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444
 

What Are The Latest Trends in Data Science?

  • 1. In Data Science? What Are The Latest Trends
  • 2. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved The benefits of a data-driven approach to business are well established but not set in stone. The relentless march of technological progress means the boundaries of what is possible are constantly being redrawn, spawning new behaviors, trends and buzzwords. Data science gave rise to AI as we know it in business today – the ability for machines to “learn” to become continuously better at making predictions based on the data they are given. Today, the most exciting trends in data revolve around these cognitive decision-making capabilities. Here’s an overview of how this usage is evolving – signposts that point the direction of travel between where we are today and where data science will take us tomorrow:
  • 3. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved AI has been around for many years, but it's only recently that it's become truly useful in many everyday business functions. This is because traditionally, it involved expensive up-front investment in infrastructure, intellectual property, and skills. As a result, hugely powerful and universally useful technologies like machine learning and artificial cognitive networks were confined to big business and academic institutions. What’s pushed AI into the mainstream is the emergence of cloud-based as-a-service solutions, where the infrastructure is sitting waiting for us in a data center, and we simply pay for however much of it we want to use. This can be in the form of plug-and-play applications that enable us to deploy data-driven solutions such as automated marketing, recommendation engines, or predictive maintenance, even if we are only a small organization with a limited budget for AI research and development. The evolution of AI as-a-service means it is no longer simply helping us to automate repetitive workloads such as data entry or language translation. Increasingly it will help us make data-driven decisions such as setting strategic targets and creating smarter products and services. AI as-a-service
  • 4. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved We've had AI-created art, music, and even computer programs, and until recently, it's generally been seen as a curiosity. However, the ability of AI systems to continuously improve – as well as the development of more sophisticated machine learning algorithms such as generative adversarial networks (GANs) – mean that machines are increasingly giving us a run for our money when it comes to creativity. It might be a while before we’re excited about the prospect of sitting down and reading a novel by a famous robot author, but for less ambitious endeavors – such as writing product descriptions or creating highlights videos for sports events – AI is becoming increasingly common. One huge advantage that AI has here over human creatives is that the speed it can work at means it can far more efficiently produce targeted, personalized content. Product descriptions on websites can be tailored for the person that the AI predicts will be reading them, and adverts (or even movies) could have a personalized soundtrack, algorithmically created to appeal to a specific individual. Data-generated content creation
  • 5. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Data-driven business initiatives of the last decade have involved using huge datasets to understand things – customers, markets, the weather – and predict how their behavior will influence our own interests. But as we saw more clearly than ever in 2020, the world is a changing place. When dramatic and world- changing events happen, models need to be rapidly adjusted – and often, this means that data from the "old world" just isn't as valuable or useful anymore! This means that people are now talking about "small data" – technology and practices that enable data-driven decision-making to continue when the amount of information we have is limited. Although it sounds like the literal opposite, small data practice is closely linked to big data concepts and will increasingly be bought into play when data becomes unexpectedly outdated due to unforeseen events or is otherwise incomplete or unavailable. Small Data
  • 6. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved A data-driven and analytical approach is increasingly useful in just about any human occupation or profession. The problem is there aren’t enough traditionally-trained data scientists to go around. This lack of capacity to capitalize on opportunities to leverage data is undoubtedly causing a large amount of inefficiency within many organizations, purely through missed opportunities. The citizen data scientist has been touted for some time as the solution to this dilemma, and the changed working dynamic of the pandemic era has undoubtedly accelerated its uptake, with more of us relying on digital tools to do our jobs than ever before. A “citizen data scientist” (a term coined by Gartner) is someone who is not necessarily academically trained as a data scientist or employed as a data analyst but has the ability to work with and implement data solutions as part of their day-to-day work. The term could encapsulate a CEO who uses a data platform to manage their business or a salesperson who implements tools and platforms to make data-driven customer decisions. They don't need a Ph.D. in data science - only the knowledge and ability to an analytical and scientific approach to their data work, by measuring their work, recording their successes, and learning from their failures. Closely related to the “AI as-a-service” trend, a big driver for the explosion in popularity of this trend is the emergence of "no-code" and natural-language data science platforms, allowing anyone to have a stab at creating smart applications even if they don’t know anything about software development. Citizen Data Scientists
  • 7. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved A hot-topic buzzword for a few years but now undoubtedly starting to gain traction in the real world. Edge computing is so-named to distinguish it from the concept of cloud computing, where all of the work is carried out in centralized, often off-site data centers to be consumed on local terminals through APIs and dashboards. With edge, the computational heavy-lifting is carried out as close as possible to the point where the data is collected, often within the data-collecting device itself. Applications for edge computing exist in high-concept technology use-cases such as self-driving cars – where the cars themselves need to be able to make a decision on whether they are in a dangerous situation and should take evasive action, without having to send everything they know off to a data center and wait for the result to come back. Edge computing means decisions can be taken more quickly and reduces bandwidth taken up sending information backwards and forwards from the cloud. It also has exciting applications as diverse as space travel (allowing unmanned spacecraft to take more decisions for themselves, rather than having to send information back to a base station before action can be taken) and health tech. Think of remote patient monitoring devices that could alert the wearer, as well as doctors or carers, when it senses something might be wrong while being respectful of privacy. Edge Analytics
  • 8. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved There are many dimensions to ethicality in AI, and it’s fair to say that our understanding of the concept is evolving alongside the technology itself. When it first became clear that AI ethics are an issue that many businesses will have to address, questions largely revolved around privacy and the potential for technology to be intrusive. Since then, the extent that human or systemic bias can lead to automated, large-scale machine bias has become apparent. This means mitigating AI’s potential, if left unchecked, to magnify prejudice and accelerate inequality has become a crucial challenge for anyone working with data and cognitive algorithms. Ethical and Responsible AI
  • 9. © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Today, it’s clear that AI has the potential to change many aspects of how the world works, so the key ethical questions relate to how technology can be used to help us solve the biggest problems facing the world, such as curing disease, reducing poverty, protecting the environment and driving human progress. AI technology is expensive, and there are only a limited number of humans with the skill to deploy it, so the need to ensure these resources are dedicated to applications that will truly be valuable to people and the planet has led to the emergence of organizations such as the Partnership on Artificial Intelligence to Benefit People and Society - founded by tech giants including Google, Microsoft, and Apple. Most forward-thinking organizations involved with AI now often have ethics boards dedicated to ensuring that nothing they do could be perceived as having harmful effects, and this will become increasingly common. Ethical and Responsible AI
  • 10. Bernard Marr is an internationally best-selling author, popular keynote speaker, futurist, and a strategic business & technology advisor to governments and companies. He helps organisations improve their business performance, use data more intelligently, and understand the implications of new technologies such as artificial intelligence, big data, blockchains, and the Internet of Things. LinkedIn has ranked Bernard as one of the world’s top 5 business influencers. He is a frequent contributor to the World Economic Forum and writes a regular column for Forbes. Every day Bernard actively engages his 1.5 million social media followers and shares content that reaches millions of readers. Visit The Website © 2020 Bernard Marr , Bernard Marr & Co. All rights reserved © 2017 Bernard Marr , Bernard Marr & Co. All rights reserved © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved Bernard Marr is an internationally best-selling author, popular keynote speaker, futurist, and a strategic business & technology advisor to governments and companies. He helps organisations improve their business performance, use data more intelligently, and understand the implications of new technologies such as artificial intelligence, big data, blockchains, and the Internet of Things. LinkedIn has ranked Bernard as one of the world’s top 5 business influencers. He is a frequent contributor to the World Economic Forum and writes a regular column for Forbes. Every day Bernard actively engages his 1.5 million social media followers and shares content that reaches millions of readers. Visit The Website
  • 11. Title Subtitle Be the FIRST to receive news, articles, insights and event updates from Bernard Marr & Co straight to your inbox. Signing up is EASY! Simply fill out the online form and we’ll be in touch! © 2020 Bernard Marr, Bernard Marr & Co. All rights reserved