Machine Learning & Deep Learning

Categories: Technology
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About Course

Introduction to Machine Learning with theoretical foundations and practical applications.

What Will You Learn?

  • Learn core concepts of machine learning and deep learning

Course Content

Machine Learning
Complete course on machine learning/deep learning.

  • 1. Introduction to Machine Learning
    01:18:04
  • 2. Supervised Learning, Linear Regression
    01:09:41
  • 3. Logistic Regression and Regularization
    01:11:24
  • 01:13:39
  • 5. Deep Learning
    01:07:52
  • Lecture 1 | Machine Learning (Stanford)
    01:19:14
  • 01:12:27
  • Lecture 3 | Machine Learning (Stanford)
    01:20:26
  • Lecture 10 | Deep Learning (Stanford)
    01:17:33
  • Lecture 11 | Detection and Segmentation (Stanford)
    01:18:46
  • But what is a Neural Network? | Deep learning, chapter 1
    19:13
  • Gradient descent, how neural networks learn | Deep learning, chapter 2
    21:00
  • What is backpropagation really doing? | Deep learning, chapter 3
    13:54
  • Machine Learning Basics | What Is Machine Learning? | Introduction To Machine Learning
    41:55
  • Machine Learning Full Course – Learn Machine Learning 10 Hours
    10:23:13
  • 02:07:00
  • PyTorch Tutorial for Deep Learning Researchers
    01:01:29
  • Deep Learning Crash Course for Beginners
    01:12:41
  • Introduction to Deep Learning: Machine Learning vs Deep Learning
    03:49
  • A friendly introduction to Deep Learning and Neural Networks
    14:29

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