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)
