Back to Courses
CompletedArtificial Intelligence

Machine Learning

Master ML and AI from the ground up

Duration

2 Months

Per Week

4 hrs / week

Modules

4 weeks

Instructor

Amitabh

About This Course

Master the fundamentals of ML and AI. Learn regression, classification, clustering, and neural networks through project-based learning and real-world datasets.

Schedule

Saturday

2 hrs

Sunday

2 hrs

Curriculum

1ML Foundations
  • Python for ML
  • NumPy & Pandas
  • Data preprocessing
  • EDA
2Supervised Learning
  • Regression
  • Classification
  • Decision Trees
  • Model Evaluation
3Ensemble Methods
  • Random Forest
  • XGBoost
  • Feature Importance
  • Hyperparameter Tuning
4Unsupervised & Deep Learning
  • K-Means Clustering
  • PCA
  • Neural Networks
  • TensorFlow Basics

What You'll Learn

  • Build classification and regression models
  • Perform EDA on real datasets
  • Understand deep learning fundamentals

Instructor

A

Amitabh

Founder, Humans Care Foundation

AI Researcher & Developer with expertise in machine learning and deep learning applications.

Prerequisites

  • Basic Python knowledge
  • High school level math