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DATA SCIENCE COURSE
WITH PYTHON MACHINE
LEARNING
https://www.apponix.com
DATA SCIENCE COURSE
OBJECTIVES:-
 Python full coding from scratch
 Visualization with Python
 Statistics - theory and application in business
 Machine Learning with Python - 6 different algorithms
 Multiple Linear regression
 Logistic regression
 Variable Reduction Technique - Information Value
 Forecasting - ARIMA
 Cluster Analysis
 Decision Tree
 Random Forest
 Case studies on Machine Learning (18 case studies)
 SQL queries(with Python)
 Business Presentation of Technical Solution in-front of end
client.
 Robotic Automation(with Python)
 CV Building activities
 Interview preparation
 Mock Interview sessions
https://www.apponix.com
CAREER AFTER DATA SCIENCE
COURSE
Large number of IT companies spread across World, you should not
have any doubt on shortage of Data Science jobs. IT technologies is
growing and there a huge demand for Data Science engineers. Data
Science has more than 70% of the markets share in terms of providing
services.
https://www.apponix.com/
SALARY EXPECTATION AFTER
COMPLETING DATA SCIENCE
COURSE
As there is a growing demand for Data Science Engineers, the
salary is also constantly increasing for Data Science skills,
As per payscale.com Average salary for Data Scientist is Rs
9,12,453 Per year.
https://www.apponix.com/
DATA SCIENCE JOB RESPONSIBILITIES
https://www.apponix.com
•Architect highly scalable distributed systems, using different open source tools.
•Working with lambda architectures and batch and real-time data streams.
•Understand high performance algorithms and Python statistical software and brief
team.
•Modify existing databases and database management systems (DBMS) or instruct
programmers and other analysts to make essential changes.
•Write and code logical and physical database descriptions and specify identifiers of
database to management system or direct other colleagues in coding descriptions.
•Review project requests describing database user needs to estimate time and cost
required to accomplish project.
•Review data results to ensure accuracy. Configure data visualizations for stakeholders
•Provide data analysis and standard reporting support, which includes the ability to
extract data from various sources and data stores by executing light business coding
(SQL, VBA, Unix, etc.) and system parameter setting, perform ad-hoc queries and
develop/automate financial/statistical models using a variety of known software
applications and tools (Excel, Access, etc.)
•Support the use of data science and machine learning within the various PSE
engineering DevOps teams.
•Manipulate and analyze complex, high-volume, high-dimensionality data from
varying sources using a variety of tools and data analysis techniques
OFFICIAL ADDRESS OF
APPONIX TECHNOLOGY
Head Office - Bangalore
306, 10th Main, 46th Cross, 4th Block Rajajinagar,
Bangalore - 560010
M: +91 8050580888
info@apponix.com
https://www.apponix.com/
https://www.apponix.com

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Data science

  • 1. DATA SCIENCE COURSE WITH PYTHON MACHINE LEARNING https://www.apponix.com
  • 2. DATA SCIENCE COURSE OBJECTIVES:-  Python full coding from scratch  Visualization with Python  Statistics - theory and application in business  Machine Learning with Python - 6 different algorithms  Multiple Linear regression  Logistic regression  Variable Reduction Technique - Information Value  Forecasting - ARIMA  Cluster Analysis  Decision Tree  Random Forest  Case studies on Machine Learning (18 case studies)  SQL queries(with Python)  Business Presentation of Technical Solution in-front of end client.  Robotic Automation(with Python)  CV Building activities  Interview preparation  Mock Interview sessions https://www.apponix.com
  • 3. CAREER AFTER DATA SCIENCE COURSE Large number of IT companies spread across World, you should not have any doubt on shortage of Data Science jobs. IT technologies is growing and there a huge demand for Data Science engineers. Data Science has more than 70% of the markets share in terms of providing services. https://www.apponix.com/
  • 4. SALARY EXPECTATION AFTER COMPLETING DATA SCIENCE COURSE As there is a growing demand for Data Science Engineers, the salary is also constantly increasing for Data Science skills, As per payscale.com Average salary for Data Scientist is Rs 9,12,453 Per year. https://www.apponix.com/
  • 5. DATA SCIENCE JOB RESPONSIBILITIES https://www.apponix.com •Architect highly scalable distributed systems, using different open source tools. •Working with lambda architectures and batch and real-time data streams. •Understand high performance algorithms and Python statistical software and brief team. •Modify existing databases and database management systems (DBMS) or instruct programmers and other analysts to make essential changes. •Write and code logical and physical database descriptions and specify identifiers of database to management system or direct other colleagues in coding descriptions. •Review project requests describing database user needs to estimate time and cost required to accomplish project. •Review data results to ensure accuracy. Configure data visualizations for stakeholders •Provide data analysis and standard reporting support, which includes the ability to extract data from various sources and data stores by executing light business coding (SQL, VBA, Unix, etc.) and system parameter setting, perform ad-hoc queries and develop/automate financial/statistical models using a variety of known software applications and tools (Excel, Access, etc.) •Support the use of data science and machine learning within the various PSE engineering DevOps teams. •Manipulate and analyze complex, high-volume, high-dimensionality data from varying sources using a variety of tools and data analysis techniques
  • 6. OFFICIAL ADDRESS OF APPONIX TECHNOLOGY Head Office - Bangalore 306, 10th Main, 46th Cross, 4th Block Rajajinagar, Bangalore - 560010 M: +91 8050580888 info@apponix.com https://www.apponix.com/