Course curriculum

  • 1

    1 Data

    • Data

    • Quiz

  • 2

    2 Descriptive Analytics

    • Descriptive Analytics

    • Quiz

  • 3

    3 Data Visualization

    • Data Visualization

    • Quiz

  • 4

    4 Data Visualization with Tableau

    • Data Visualization with Tableau

    • Quiz

  • 5

    5 Probability Distributions

    • Probability Distributions

    • Quiz

  • 6

    6 Sampling

    • 6 Sampling

    • Quiz

  • 7

    7 Hypothesis Testing

    • 7 Hypothesis Testing

    • Quiz

  • 8

    8 Non-Parametric Hypothesis Testing

    • Non-Parametric Hypothesis Testing

    • Quiz

  • 9

    9 A/B Testing

    • A/B Testing

    • Quiz

  • 10

    10 Confidence Interval Estimation

    • Confidence Interval Estimation

    • Quiz

  • 11

    11 Simple Linear Regression

    • Simple Linear Regression

    • Quiz

  • 12

    12 Multiple Regression

    • Multiple Regression

    • Quiz

  • 13

    13 Data Mining

    • Data Mining

    • Quiz

  • 14

    14 Classification

    • Classification

    • Quiz

  • 15

    15 Clustering

    • Clustering

    • Quiz

  • 16

    16 Co-Occurrence

    • Co-Occurrence

    • Quiz

  • 17

    17 Big Data

    • Big Data

    • Quiz

  • 18

    18 Relational Databases

    • Relational Databases

    • Quiz

  • 19

    19 SQL

    • SQL

    • Quiz

  • 20

    20 Statistical Analysis Using r

    • Statistical Analysis Using r

    • Quiz

    • Quiz

  • 21

    21 Summary and Conclusions

    • Summary and Conclusions