AI & Machine Learning 12 Weeks • Live Sessions

Complete Machine Learning Bootcamp

Master machine learning from basics to advanced concepts including neural networks, deep learning, and real-world applications. Build portfolio projects and gain industry-ready skills.

4.9 (324 reviews)
1,250+ enrolled

What You'll Learn

  • Machine Learning Fundamentals
  • Deep Learning & Neural Networks
  • Real-world Project Portfolio
  • Industry Best Practices

Course Overview

This comprehensive 12-week machine learning bootcamp is designed to take you from beginner to advanced practitioner. You'll learn the fundamental concepts, algorithms, and tools used in modern machine learning and artificial intelligence.

Through hands-on projects and real-world case studies, you'll build a strong portfolio that demonstrates your machine learning expertise to potential employers. Our expert instructors provide personalized feedback and mentorship throughout your learning journey.

Curriculum

Weeks 1-3: Foundations

  • • Introduction to Machine Learning and AI
  • • Python for Data Science (NumPy, Pandas, Matplotlib)
  • • Statistics and Probability for ML
  • • Data Preprocessing and Feature Engineering

Weeks 4-6: Supervised Learning

  • • Linear and Logistic Regression
  • • Decision Trees and Random Forests
  • • Support Vector Machines
  • • Model Evaluation and Cross-Validation

Weeks 7-9: Deep Learning

  • • Introduction to Neural Networks
  • • Deep Learning with TensorFlow/Keras
  • • Convolutional Neural Networks (CNNs)
  • • Recurrent Neural Networks (RNNs)

Weeks 10-12: Advanced Topics & Projects

  • • Unsupervised Learning and Clustering
  • • Model Deployment and MLOps
  • • Capstone Project Development
  • • Portfolio Presentation and Career Guidance

Projects You'll Build

House Price Predictor

Build a regression model to predict house prices using real estate data.

Image Classifier

Create a CNN to classify images with high accuracy.

Sentiment Analyzer

Analyze sentiment in text using NLP techniques.

Recommendation System

Build a system to recommend products to users.

Course Details

Duration: 12 weeks
Schedule: 3x/week
Time: 7-9 PM EST
Format: Live Online
Students: Max 25
Level: Beginner to Advanced

What's Included:

  • 36 Live Sessions
  • Recorded Sessions
  • Hands-on Projects
  • 1-on-1 Mentorship
  • Certificate of Completion
  • Lifetime Community Access
  • Career Support

Meet Your Instructor

Learn from industry experts with real-world experience

DR

Dr. Sarah Chen

Senior ML Engineer at Google

Dr. Chen has over 8 years of experience in machine learning and AI, having worked on large-scale ML systems at Google and published 15+ papers in top-tier conferences. She holds a PhD in Computer Science from Stanford University and is passionate about making ML accessible to everyone.

Student Success Stories

What our graduates are saying

MJ

Michael Johnson

Data Scientist at Netflix

"This course completely transformed my career. The hands-on approach and real-world projects gave me the confidence to land my dream job at Netflix."

AL

Anna Liu

ML Engineer at Uber

"The instructors are world-class and the curriculum is perfectly structured. I went from zero ML knowledge to building production models in just 12 weeks."

RP

Robert Patel

AI Researcher at OpenAI

"The depth of knowledge and practical skills I gained here directly contributed to my success in getting hired at OpenAI. Highly recommended!"