Learning Tracks

TO BUILD JOB READY DATA SKILLS FASTER

Healthcare Analytics
Industry Track

Healthcare Analytics

This learning track introduces the concepts, techniques, and applications of Data Treatment, Data Visualizations, Feature Engineering, Descriptive and
  • 2 bar graph
    Difficulty: Intermediate
  • Asset 1
    Duration: Approximately 3 months
Insurance Analytics
Industry Track

Insurance Analytics

This learning track introduces the concepts, techniques, and applications of Data Treatment, Data Visualizations, Feature Engineering, Descriptive and
  • 2 bar graph
    Difficulty: Intermediate
  • Asset 1
    Duration: Approximately 3 months
Python Programming for Data Science
Skill Track

Python Programming for Data Science

This learning track provides with hands-on application of Programming Constructs in Python using Data Structures, and introduces the concepts and tech
  • 2 bar graph
    Difficulty: Intermediate
  • Asset 1
    Duration: Approximately 3-4 Weeks
Explainable AI (XAI)
Skill Track

Explainable AI (XAI)

This learning track introduces a highly efficient approach for understanding the predictions of any model through Explainable AI methods LIME and SHAP
  • 3 bar graph
    Difficulty: Advanced
  • Asset 1
    Duration: Approximately 5 Weeks
Natural Language Processing
Skill Track

Natural Language Processing

This learning track introduces the fundamental concepts of text analytics, starting with preprocessing techniques like Text Data Cleansing, Text Visua
  • 2 bar graph
    Difficulty: Intermediate
  • Asset 1
    Duration: Approximately 5 Weeks
Telecommunications Analytics
Industry Track

Telecommunications Analytics

This learning track introduces the concepts, techniques, and applications of Data Treatment, Data Visualizations, Feature Engineering, Descriptive and
  • 2 bar graph
    Difficulty: Intermediate
  • Asset 1
    Duration: Approximately 3 months
Statistics for Data Science
Skill Track

Statistics for Data Science

This learning track introduces the fundamental concepts of Statistical Inference, Hypothesis Testing, Significance Level, Measures of Central Tendency
  • 2 bar graph
    Difficulty: Intermediate
  • Asset 1
    Duration: Approximately 3 months
Manufacturing Analytics
Industry Track

Manufacturing Analytics

This learning track introduces the concepts, techniques, and applications of Data Treatment, Data Visualizations, Feature Engineering, Descriptive and
  • 2 bar graph
    Difficulty: Intermediate
  • Asset 1
    Duration: Approximately 3 months
Retail and Consumer Goods Analytics
Industry Track

Retail and Consumer Goods Analytics

This learning track introduces the concepts, techniques, and applications of Data Treatment, Data Visualizations, Feature Engineering, Descriptive and
  • 2 bar graph
    Difficulty: Intermediate
  • Asset 1
    Duration: Approximately 3 months
Automotive Industry Analytics
Industry Track

Automotive Industry Analytics

This learning track introduces the concepts, techniques, and applications of Data Treatment, Data Visualizations, Feature Engineering, Descriptive and
  • 2 bar graph
    Difficulty: Intermediate
  • Asset 1
    Duration: Approximately 3 months
Data Treatment and Feature Engineering
Skill Track

Data Treatment and Feature Engineering

This learning track provides a hands-on experience with Data Management and Understanding, Data Transformation, and Data Mining along with the applica
  • 1 bar graph
    Difficulty: Beginner
  • Asset 1
    Duration: Approximately 4 Weeks
Python Programming
Skill Track

Python Programming

This learning track provides  an understanding of the fundamentals of Python programming language and hands-on application of Programming Constructs,
  • 1 bar graph
    Difficulty: Beginner
  • Asset 1
    Duration: Approximately 12 Hours
Data Understanding
Skill Track

Data Understanding

This learning track provides a hands-on experience with Data Exploration, Data Visualization, Univariate and Multivariate Analysis, Correlation, Covar
  • 1 bar graph
    Difficulty: Beginner
  • Asset 1
    Duration: Approximately 3-4 Weeks
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