Generative AI — From Foundations to Applications

Generative AI — From Foundations to Applications

Generative AI — From Foundations to Applications

Learn from Ocaus - Aevy

What You Will Learn

Comprehensive course content

Course Curriculum

  • 1 chapters
  • 5 lectures
  • 0 quizzes
  • 6 Hours total length
3. Neural Networks Refresher
35 Min
4. Introduction to Transformers
N/A
5. Ethics and Responsible AI Foundations
N/A

About The Course

<p><strong data-start="1231" data-end="1253">Programming skills</strong> in Python (functions, data structures, basic OOP).</p><p><strong data-start="1309" data-end="1337">Mathematical foundations</strong> in linear algebra (vectors/matrices), probability, and calculus (conceptual understanding is sufficient).</p><li data-start="1446" data-end="1582"><p data-start="1448" data-end="1582"><strong data-start="1448" data-end="1475">Machine learning basics</strong>, including supervised learning, neural networks, and optimization (e.g., gradient descent, overfitting).</p> </li> <li data-start="1583" data-end="1691"><br></li><li data-start="1583" data-end="1691"><p data-start="1585" data-end="1691">Familiarity with <strong data-start="1602" data-end="1629">Jupyter/Colab notebooks</strong> and open-source ML libraries (NumPy, pandas, scikit-learn).</p><p data-start="1585" data-end="1691">Students new to ML are encouraged to complete an <strong data-start="1745" data-end="1774">Intro to Machine Learning</strong> course first.</p></li>


Learn From - Ocaus - Aevy

Ocaus - Aevy
2 months ago
10 frontend.Learners
Ocaus - Aevy
Experienced instructor dedicated to helping students achieve their learning goals.

Learn From - Ocaus - Aevy


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