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Course Content

Total learning: 175 lessons / 43 quizzes Time: 20 weeks
  • Data Science   0/4

    • Lecture1.1
    • Lecture1.2
    • Lecture1.3
    • Lecture1.4
  • Descriptive Statistics  0/8

    • Lecture2.1
    • Lecture2.2
    • Lecture2.3
    • Lecture2.4
    • Lecture2.5
    • Lecture2.6
    • Quiz2.1
    • Quiz2.2
  • Python Programming  0/46

    • Lecture3.1
    • Lecture3.2
    • Lecture3.3
    • Lecture3.4
    • Lecture3.5
    • Lecture3.6
    • Lecture3.7
    • Lecture3.8
    • Lecture3.9
    • Lecture3.10
    • Lecture3.11
    • Lecture3.12
    • Lecture3.13
    • Lecture3.14
    • Lecture3.15
    • Lecture3.16
    • Lecture3.17
    • Lecture3.18
    • Lecture3.19
    • Lecture3.20
    • Lecture3.21
    • Lecture3.22
    • Lecture3.23
    • Lecture3.24
    • Lecture3.25
    • Lecture3.26
    • Lecture3.27
    • Lecture3.28
    • Quiz3.1
    • Quiz3.2
    • Quiz3.3
    • Quiz3.4
    • Quiz3.5
    • Quiz3.6
    • Quiz3.7
    • Quiz3.8
    • Quiz3.9
    • Quiz3.10
    • Quiz3.11
    • Quiz3.12
    • Quiz3.13
    • Quiz3.14
    • Quiz3.15
    • Quiz3.16
    • Quiz3.17
    • Quiz3.18
  • Inferential Statistics  0/25

    • Lecture4.1
    • Lecture4.2
    • Lecture4.3
    • Lecture4.4
    • Lecture4.5
    • Lecture4.6
    • Lecture4.7
    • Lecture4.8
      Confidence interval Preview
    • Lecture4.9
    • Lecture4.10
    • Lecture4.11
    • Lecture4.12
    • Lecture4.13
    • Lecture4.14
    • Lecture4.15
    • Lecture4.16
    • Lecture4.17
    • Lecture4.18
    • Lecture4.19
    • Lecture4.20
    • Lecture4.21
    • Lecture4.22
    • Lecture4.23
    • Lecture4.24
    • Quiz4.1
    • Quiz4.2
  • R Programming  0/21

    • Lecture5.1
    • Lecture5.2
    • Lecture5.3
    • Lecture5.4
    • Lecture5.5
    • Lecture5.6
    • Lecture5.7
    • Quiz5.1
    • Quiz5.2
    • Quiz5.3
    • Quiz5.4
    • Quiz5.5
    • Quiz5.6
    • Quiz5.7
    • Quiz5.8
    • Quiz5.9
    • Quiz5.10
    • Quiz5.11
    • Quiz5.12
    • Quiz5.13
    • Quiz5.14
  • Assignments  0/4

    • Lecture6.1
    • Lecture6.2
    • Lecture6.3
    • Lecture6.4
  • Assignments Solutions  0/1

    • Lecture7.1
  • Machine Learning  0/69

    • Lecture8.1
    • Lecture8.2
    • Lecture8.3
    • Lecture8.4
    • Lecture8.5
      Linear Regression – Intercept, Slope, Residuals and OLS – Video Preview
    • Lecture8.6
    • Lecture8.7
    • Lecture8.8
    • Lecture8.9
    • Lecture8.10
    • Lecture8.11
    • Lecture8.12
    • Lecture8.13
    • Lecture8.14
    • Lecture8.15
    • Lecture8.16
    • Lecture8.17
      Introduction to Logistic Regression – Video Preview
    • Lecture8.18
    • Lecture8.19
    • Lecture8.20
    • Lecture8.21
    • Lecture8.22
    • Lecture8.23
    • Lecture8.24
    • Lecture8.25
    • Lecture8.26
    • Lecture8.27
      Decision Tree Study Material Preview
    • Lecture8.28
    • Lecture8.29
    • Lecture8.30
    • Lecture8.31
    • Lecture8.32
    • Lecture8.33
    • Lecture8.34
    • Lecture8.35
    • Lecture8.36
    • Lecture8.37
    • Lecture8.38
    • Lecture8.39
    • Lecture8.40
    • Lecture8.41
    • Lecture8.42
    • Lecture8.43
    • Lecture8.44
    • Lecture8.45
    • Lecture8.46
    • Lecture8.47
    • Lecture8.48
    • Lecture8.49
    • Lecture8.50
    • Lecture8.51
    • Lecture8.52
    • Lecture8.53
    • Lecture8.54
    • Lecture8.55
    • Lecture8.56
    • Lecture8.57
    • Lecture8.58
    • Lecture8.59
    • Lecture8.60
    • Lecture8.61
    • Lecture8.62
    • Lecture8.63
    • Lecture8.64
    • Lecture8.65
    • Quiz8.1
    • Quiz8.2
    • Quiz8.3
    • Quiz8.4
    • Quiz8.5
    • Quiz8.6
    • Quiz8.7
  • Deep Learning  0/2

    • Lecture9.1
    • Lecture9.2
  • Machine Learning & Deep Learning Real World Case Studies   0/1

    • Lecture10.1
  • Case Study 1: Predict Housing Price  0/14

    • Lecture11.1
    • Lecture11.2
    • Lecture11.3
    • Lecture11.4
    • Lecture11.5
    • Lecture11.6
    • Lecture11.7
    • Lecture11.8
    • Lecture11.9
    • Lecture11.10
    • Lecture11.11
    • Lecture11.12
    • Lecture11.13
    • Lecture11.14
  • Case Study 2 : Forecast Cab Rental Price in USA  0/11

    • Lecture12.1
    • Lecture12.2
    • Lecture12.3
    • Lecture12.4
    • Lecture12.5
    • Lecture12.6
    • Lecture12.7
    • Lecture12.8
    • Lecture12.9
    • Lecture12.10
    • Lecture12.11
  • Case Study 3: Ecommerce Store & Customer Segmentation  0/3

    • Lecture13.1
    • Lecture13.2
    • Lecture13.3
  • Case Study 4: Payment Prediction  0/1

    • Lecture14.1
  • Case Study 5 : Supply Chain Demand Forecasting  0/1

    • Lecture15.1
  • Case Study 6: Supply Chain Route optimization  0/1

    • Lecture16.1
  • Case Study 7 : Face Recognition  0/1

    • Lecture17.1
  • Case Study 8 : Offer usage Prediction  0/1

    • Lecture18.1
  • Case Study 9: Churn Prediction  0/0

    No items in this section

  • QUIZS  0/0

    No items in this section

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