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26. ANN in R/8. Saving - Restoring Models and Using Callbacks.mp4 226.5 MB
36. Time Series - Preprocessing in Python/3. Time Series - Visualization in Python.mp4 173.2 MB
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5. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 114.5 MB
36. Time Series - Preprocessing in Python/1. Data Loading in Python.mp4 114.1 MB
22. Creating Support Vector Machine Model in R/7. SVM based Regression Model in R.mp4 111.3 MB
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Chapter 4 Setting Up Your Environment (AppendixFAQ by Student Request)/002. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 68.1 MB
Chapter 2 Matrix and Vector Derivatives/007. Exercise Gaussian.mp4 67.8 MB
Chapter 3 Optimization Techniques/003. Gradient Descent (One Dimension).mp4 56.2 MB
Chapter 2 Matrix and Vector Derivatives/003. Quadratic Form (pt 1).mp4 56.2 MB
Chapter 4 Setting Up Your Environment (AppendixFAQ by Student Request)/001. Anaconda Environment Setup.mp4 49.5 MB
Chapter 2 Matrix and Vector Derivatives/010. Chain Rule Generalized.mp4 47.5 MB
Chapter 3 Optimization Techniques/008. Exercise Code Preparation.mp4 42.4 MB
Chapter 5 Effective Learning Strategies (AppendixFAQ by Student Request)/002. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 41.7 MB
Chapter 2 Matrix and Vector Derivatives/012. Left and Right Inverse as Optimization Problems.mp4 40.8 MB
Chapter 5 Effective Learning Strategies (AppendixFAQ by Student Request)/001. Can YouTube Teach Me Calculus (Optional).mp4 40.7 MB
Chapter 3 Optimization Techniques/006. Newton's Method (Multiple Dimensions).mp4 39.1 MB
Chapter 3 Optimization Techniques/009. Gradient Descent and Newton's Method in Python.mp4 37.1 MB
Chapter 5 Effective Learning Strategies (AppendixFAQ by Student Request)/004. What order should I take your courses in (part 2).mp4 36.3 MB
Chapter 2 Matrix and Vector Derivatives/009. Chain Rule in Matrix Form.mp4 30.8 MB
Chapter 5 Effective Learning Strategies (AppendixFAQ by Student Request)/003. What order should I take your courses in (part 1).mp4 27.9 MB
Chapter 2 Matrix and Vector Derivatives/008. Chain Rule.mp4 25.1 MB
Chapter 2 Matrix and Vector Derivatives/013. Derivative of Determinant.mp4 24.8 MB
Chapter 2 Matrix and Vector Derivatives/006. Exercise Least Squares.mp4 22.7 MB
Chapter 3 Optimization Techniques/005. Newton's Method (One Dimension).mp4 22.5 MB
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