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Course content
Sections:
1
•
Activities:
1
•
Resources:
57
- Announcements
- 001 Welcome 7Yjz gitir
- 003 AI is Coming 6Q4i gitir
- 004 Artificial Intelligence SA88 gitir
- 005 Classical Programming rWkv gitir
- 006 Machine Learning xwzD gitir
- 007 Deep Learning ttd3 gitir
- 008 Applied vs Generalized AI zJdu gitir
- 009 Why Now Sa1V gitir
- 011 Overview ML Terminology cCL0 gitir
- 012 The Black Box Metaphor AwQZ gitir
- 013 Features and Labels C0QH gitir
- 014 Training a Model HIeD gitir
- 015 Aiming for Generalization DKU5 gitir
- 017 The Degree of Supervision qIeh gitir
- 018 1 Supervised Learning cXFq gitir
- 019 Classification QF46 gitir
- 020 Regression hJ8V gitir
- 022 2 Unsupervised Learning Bb8B gitir
- 023 Clustering HL4p gitir
- 024 Dimension Reduction bAT2 gitir
- 026 3 Reinforcement Learning ZAa5 gitir
- 027 Decision Making Agent C82k gitir
- 029 Introduction AVOS gitir
- 030 Artificial Neural Networks ZNLG gitir
- 031 Deep Learning Architectures y1aM gitir
- 032 Foundation Models 7yVb gitir
- 033 Large Language Models LLMs wRMK gitir
- 034 Model Types 1QNN gitir
- 035 Prompt and Tokens U6OF gitir
- 036 Total Tokens and Context Window eoye gitir
- 037 Next Token Please Qolo gitir
- 038 Self Supervised Learning HRJ0 gitir
- 039 Improving and Adapting LLMs uMvf gitir
- 040 Summary JIgv gitir
- 041 Introduction 8eMP gitir
- 042 Prompt Sensitivity 31BC gitir
- 043 Knowledge Cutoff h98C gitir
- 044 It is not Deterministic BGGl gitir
- 045 Structured Data Gz1V gitir
- 046 Hallucinations 0Twt gitir
- 047 Lack of Common Sense IHm5 gitir
- 048 Bias and Fairness ERn3 gitir
- 049 Data Privacy Security and Misuse psOg gitir
- 050 Summary WpSZ gitir
- 051 Introduction SSvJ gitir
- 052 Text Image Video Audio Generation Fk9A gitir
- 053 Web Based vs Application Based APIs nrQg gitir
- 054 Use Case Brainstorm Assistant 4XY5 gitir
- 055 Use Case Summarization 3Zkb gitir
- 056 Use Case Text Enhancement Wv1g gitir
- 057 Use Case Code Generation KcKi gitir
- 058 Use Case Content as a Framework AhA7 gitir
- 059 Use Case Images on Demand rQFu gitir
- 060 Use Case Boosting AI Based Apps dEh2 gitir
- 061 Best Practices for Prompts IbeI gitir
- 062 Summary c1yA gitir
- 063 Let s Recap and Thank You vbEn gitir