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Mammoth Club All levels 4 sections 8 lectures

5+ HOUR Hands-On AI Engineering - Build Apps with Foundation Models in Python

Step into the world of AI with this all-in-one deep dive into machine learning, advanced algorithms, real-world applications, and the future of intelligent systems. Whether you're just getting started or looking to expand your understanding across industries, this course brings together insights, hands-on concepts, and inspiring use cases across every major area of artificial intelligence.

01
Skill level
All levels
02
Sections
4
03
Lectures
8
04
Instructor
Team Mammoth
What's inside

This course includes.

4
Sections
6
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

4 sections · 8 lectures
+ Welcome 2 lectures Preview
Foundation Models definition and key architectures Locked
Submit a Question/Feedback Locked
+ Trends and Use Cases 2 lectures
Trends in open vs closed foundation model ecosystems Locked
Use cases in app development and productization Locked
+ Tuning and Design 3 lectures
Overview of fine-tuning vs instruction-tuning Locked
Retrieval-augmented generation (RAG) and hybrid context injection Locked
System design of GenAI-powered apps (input, logic, output) Locked
+ Let's Build it! Bundled Courses 1 lecture
Let's Build it! Bundled Courses Locked
Description

About this course.

✅ Understand the evolution of machine learning—from theory to real-world tools

✅ Decode AI’s language and explore core strategies, models, and decision-making systems

âś… Dive into neural networks, decision trees, random forests, and cutting-edge algorithms

✅ Discover how AI is transforming industries—healthcare, finance, logistics, manufacturing, retail, and smart cities

âś… Examine the ethics, risks, and societal impacts of AI in the modern world

âś… Explore deep learning, reinforcement learning, transfer learning, and generative models

âś… Demystify NLP, computer vision, robotics, and quantum machine learning

âś… Learn how edge AI and big data are pushing the boundaries of innovation

âś… Reflect on past AI failures and inspiring success stories that are shaping the future

✅ And much more—delivered in engaging segments, perfect for fast-paced learners


🧠 Each lesson blends insight and clarity with real-world relevance—making advanced AI topics accessible and practical.


Enjoy lifetime access, downloadable source files, and a built-in code compiler featuring coding challenges that you complete and get instant feedback on—plus fun, interactive quizzes, all in one complete learning package!


If you're ready to unlock AI's full potential and become fluent in the technologies shaping tomorrow—this is your complete roadmap. Enroll today and transform your understanding of artificial intelligence.

Instructors

Taught by people who ship.

Team Mammoth

Team Mammoth

Instructor

Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.

Ready to start building?

Step into the world of AI with this all-in-one deep dive into machine learning, advanced algorithms, real-world applications, and the future of intelligent systems. Whether you're just getting started or looking to expand your understanding across industries, this course brings together insights, hands-on concepts, and inspiring use cases across every major area of artificial intelligence.

Buy lifetime access →