Skip to main content

Topic outline

  • Sessions

    • 1. Introduction to Machine Learning Lesson
    • Introduction to Machine Learning MCQ Quiz
    • 2. Introduction to Python and IDE Lesson
    • Introduction to Python and IDE MCQ Quiz
    • 3. Introduction to Python Programming and Data Type Lesson
    • Introduction to Python Programming and Data Type MCQ Quiz
    • 4. Numpy Packages and its Handson Lesson
    • Numpy Packages and its Handson MCQ Quiz
    • 5. Pandas Packages and its Handson Lesson
    • Pandas Packages and its Handson MCQ Quiz
    • 6. Data Visualization using Matplotlib Packages Lesson
    • Data Visualization using Matplotlib Packages MCQ Quiz
    • 7. Descriptive Statistics using Pandas Lesson
    • Descriptive Statistics using Pandas MCQ Quiz
    • 8. Hypothesis Testing and its Process Lesson
    • Hypothesis Testing and its Process MCQ Quiz
    • 9. Inferential Statistics using Scipy Lesson
    • Inferential Statistics using Scipy MCQ Quiz
    • 10. Data Preparation Process and EDA Lesson
    • Data Preparation Process and EDA MCQ Quiz
    • 11. Measurement and Scaling Lesson
    • Measurement and Scaling MCQ Quiz
    • 12. Data Collection and Data Treatment Lesson
    • Data Collection and Data Treatment MCQ Quiz
    • 13. Correlation and Application Lesson
    • Correlation and Application MCQ Quiz
    • 14. Questionnaire Design Process Lesson
    • Questionnaire Design Process MCQ Quiz
    • 15. Linear Regression and its Application Lesson
    • Linear Regression and its Application MCQ Quiz
    • 16. Probability and its Bayes Theorem Lesson
    • Probability and its Bayes Theorem MCQ Quiz
    • 17. Discrete Probability Distribution Lesson
    • Discrete Probability Distribution MCQ Quiz
    • 18. Continuous Probability Distribution Lesson
    • Continuous Probability Distribution MCQ Quiz
    • 19. ANOVA - Analysis of Variance Lesson
    • ANOVA - Analysis of Variance MCQ Quiz
    • 20. ANCOVA - Analysis of Covariance Lesson
    • ANCOVA - Analysis of Covariance MCQ Quiz
    • 21. Discrimiant Analysis Lesson
    • Discrimiant Analysis MCQ Quiz
    • 22. Logistic Regression Lesson
    • Logistic Regression MCQ Quiz
    • 23. Time Series Lesson
    • Time Series MCQ Quiz
    • 24. Factor Analysis Lesson
    • Factor Analysis MCQ Quiz
    • 25. Cluster Analysis Lesson
    • Cluster Analysis MCQ Quiz
    • 26. Data Architecture Lesson
    • Data Architecture MCQ Quiz
    • 27. Association Rule - Apriori Algorithm Lesson
    • Association Rule - Apriori Algorithm MCQ Quiz
    • 28. Artificial Neural Network Lesson
    • Artificial Neural Network MCQ Quiz
    • 29. Decision Tree Lesson
    • Decision Tree MCQ Quiz
    • 30. Random Forest Lesson
    • Random Forest MCQ Quiz
    • 31. Naive Bayes Classification Lesson
    • Naive Bayes Classification MCQ Quiz
    • 32. K Nearest Neighbor Lesson
    • K Nearest Neighbor MCQ Quiz
    • 33. Support Vector Machine Lesson
    • Support Vector Machine MCQ Quiz
    • 34. Experimental Deign Lesson
    • 35. Image Processing Lesson
    • 36. Image Recognition Lesson
    • 37. Operational Analytics and its Case Study Lesson
    • 38. Finance Analytics and its Application Lesson
    • 39. Machine Learning complete Recapsulation Lesson