Integrated Artificial Intelligence Course

Introduction to Artificial Intelligence  0/2

• Lecture1.1
  Artificial Intelligence Introduction Part-1 01 hour 06 min Preview
• Lecture1.2
  Artificial Intelligence Introduction Part-2 01 hour 12 min
• Lecture1.3
  Artificial Intelligence Introduction Part-3 01 hour 21 min

Python for Data Science  0/1

• Lecture2.1
  anaconda installation 50 min Preview
• Lecture2.2
  Python for Data Science Lesson-1 01 hour 02 min
• Lecture2.3
  Python for Data Science Lesson-2 01 hour 04 min Preview
• Lecture2.4
  Python for Data Science Lesson-3 01 hour 08 min Preview
• Lecture2.5
  Python for Data Science Lesson-4 01 hour 18 min Preview

Descriptive Statistics  0/0

• Lecture3.1
  Statistics Introduction 01 hour 08 min Preview

Introduction to Pandas  0/3

• Lecture4.1
  Pandas Series 47 min
• Lecture4.2
  Pandas Dataframe 01 hour 03 min
• Lecture4.3
  Pandas Dataframe Lesson-2 01 hour 03 min

Introduction to Numpy  0/1

• Lecture5.1
  Python Numpy 01 hour 15 min

Data Distribution  0/1

• Lecture6.1
  Probability Distribution Lesson-1 01 hour 15 min
• Lecture6.2
  Probability Distribution Recap 32 min Preview
• Lecture6.3
  Probability Distribution Lesson-2 01 hour 03 min Preview

Inferential Statistics  0/0

Statistics in Machine Learning  0/0

Bi-variate Covariance and Correlation  0/0

Bi-variate Chi-square Test  0/0

Bi-variate Anova Test  0/0

Linear Regression Assumption  0/0

Multiple Linear Regression  0/0

Polynomial Regression  0/0

Normal Equation Solver  0/0

Hypothesis Testing and Pipeline  0/0