About Course
Overview
The Caltech AI & Machine Learning Bootcamp is an intensive, hands-on program designed to help learners master Artificial Intelligence (AI) and Machine Learning (ML) through industry-focused projects, mentorship, and advanced curriculum. Powered by Caltech’s academic excellence and guided by industry experts, this bootcamp equips participants with the skills to solve complex real-world problems, design intelligent systems, and stay ahead in the rapidly evolving AI-driven job market.
Key highlights include:
-
Collaboration with Caltech faculty and global AI practitioners.
-
Real-world capstone projects and industry case studies.
-
Career support with resume building, mock interviews, and job placement guidance.
-
Hands-on experience with Python, TensorFlow, PyTorch, Scikit-learn, and other top AI/ML tools.
Course Details
-
Duration: Typically 6–9 months (part-time, online or hybrid learning).
-
Format: Instructor-led live classes + self-paced learning + industry projects.
-
Mode: Online/Hybrid with virtual labs.
-
Level: Beginner to Advanced (progressive learning approach).
-
Certification: Upon completion, participants earn a Caltech AI & Machine Learning Bootcamp Certificate.
Course Content
Introduction to AI & ML
-
What is AI? What is ML? Differences and applications.
-
Evolution and real-world use cases.
Python for AI & ML
Mathematics & Statistics for ML
Machine Learning Foundations
Deep Learning
Natural Language Processing (NLP)
Computer Vision
AI in Business & Real-World Applications
Capstone Projects & Case Studies
Student Ratings & Reviews
rakesh@edunx.org
