Machine Learning & Artificial Intelligence Free Course by Amity University

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Machine Learning & Artificial Intelligence Free Course by Amity University

Enroll Now : Machine Learning & Artificial Intelligence Free Course

Duration – 2 Months

Price – FREE, Add a Verified Certificate for Rs. 9,999/-

Course Content

1. Introduction to Machine Learning

  • What is Machine Learning (Definitions – Theoretical, Applied Practice)
  • What is Artificial Intelligence (Definitions – Theoretical, Applied Practice)
  • Machine Learning vs AI
  • Machine Learning vs Deep Learning
  • What makes Machine Learning tick (Algorithms – History, Authors, Purpose or Objective, Learning Style Algorithm, Similarity Style Algorithm, Number of Algorithms, Infographic, Top 10/Most Common ML Algorithms)
  • Types of Machine Learning (Supervised, Unsupervised, Reinforcement)
  • General Steps or Process of Machine Learning (SourceX ->Feature Extraction ->Feature Correlation ->Feature TransformX ->Train Model ->Ensemble ->Evaluate; Data cleaning, data transform/fitting; Overfitting, Underfitting, Variance, Bias)
  • Required Maths (Linear Algebra – In Numpy, Probability, Stats, Calculus)
  • Tool Kit (Python Basics; Python Advance – Numpy, Pandas, Matplotlib; Scikit-learn or sklearn Library)

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