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- 【影视】 [ CourseMega.com ] Udemy - Mathematical Foundations of Machine Learning (Updated 09 - 2021)
- 收录时间:2022-01-09 文档个数:212 文档大小:4.6 GB 最近下载:2025-05-15 人气:4737 磁力链接
~Get Your Files Here !/08 - Automatic Differentiation/006 Machine Learning with Autodiff.mp4 223.5 MB
~Get Your Files Here !/04 - Eigenvectors and Eigenvalues/004 Eigenvectors and Eigenvalues.mp4 212.1 MB
~Get Your Files Here !/09 - Partial Derivative Calculus/002 What Partial Derivatives Are.mp4 189.1 MB
~Get Your Files Here !/09 - Partial Derivative Calculus/013 The Gradient of Mean Squared Error.mp4 174.5 MB
~Get Your Files Here !/09 - Partial Derivative Calculus/001 Segment Intro.mp4 141.2 MB
~Get Your Files Here !/05 - Matrix Operations for Machine Learning/005 Regression with the Pseudoinverse.mp4 140.7 MB
~Get Your Files Here !/01 - Data Structures for Linear Algebra/002 What Linear Algebra Is.mp4 139.5 MB
~Get Your Files Here !/08 - Automatic Differentiation/005 The Line Equation as a Tensor Graph.mp4 122.3 MB
~Get Your Files Here !/06 - Limits/007 Calculating Limits.mp4 107.3 MB
~Get Your Files Here !/04 - Eigenvectors and Eigenvalues/001 Segment Intro.mp4 106.5 MB
~Get Your Files Here !/05 - Matrix Operations for Machine Learning/004 The Moore-Penrose Pseudoinverse.mp4 102.5 MB
~Get Your Files Here !/05 - Matrix Operations for Machine Learning/003 Data Compression with SVD.mp4 101.7 MB
~Get Your Files Here !/04 - Eigenvectors and Eigenvalues/003 Affine Transformations.mp4 100.6 MB
~Get Your Files Here !/01 - Data Structures for Linear Algebra/006 Scalars.mp4 96.6 MB
~Get Your Files Here !/09 - Partial Derivative Calculus/010 Point-by-Point Regression.mp4 95.1 MB
~Get Your Files Here !/04 - Eigenvectors and Eigenvalues/008 Determinants and Eigenvalues.mp4 93.7 MB
~Get Your Files Here !/04 - Eigenvectors and Eigenvalues/009 Eigendecomposition.mp4 88.0 MB
~Get Your Files Here !/05 - Matrix Operations for Machine Learning/002 Singular Value Decomposition.mp4 80.4 MB
~Get Your Files Here !/04 - Eigenvectors and Eigenvalues/010 Eigenvector and Eigenvalue Applications.mp4 79.4 MB
~Get Your Files Here !/06 - Limits/005 Calculus of the Infinitesimals.mp4 79.0 MB
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- 【影视】 [FreeCourseWorld.Com] Udemy - AWS Certified Machine Learning Specialty 2020 - Hands On!
- 收录时间:2021-04-29 文档个数:228 文档大小:3.8 GB 最近下载:2025-05-15 人气:2007 磁力链接
03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.mp4 133.9 MB
05 ML Implementation and Operations/106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.mp4 97.2 MB
04 Modeling/051 Convolutional Neural Networks.mp4 93.4 MB
03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.mp4 87.7 MB
03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 86.8 MB
05 ML Implementation and Operations/105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.mp4 84.6 MB
04 Modeling/094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.mp4 84.4 MB
01 Introduction/002 Course Introduction What to Expect.mp4 82.0 MB
04 Modeling/093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.mp4 81.8 MB
06 Wrapping Up/109 Test-Taking Strategies and What to Expect.mp4 75.6 MB
04 Modeling/079 Reinforcement Learning in SageMaker.mp4 71.5 MB
04 Modeling/049 Introduction to Deep Learning.mp4 66.7 MB
04 Modeling/052 Recurrent Neural Networks.mp4 62.4 MB
04 Modeling/095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.mp4 59.3 MB
03 Exploratory Data Analysis/040 Imputing Missing Data.mp4 55.9 MB
02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 55.4 MB
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04 Modeling/061 Introducing Amazon SageMaker.mp4 53.8 MB
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- 【影视】 Coursera - Neural Networks and Machine Learning, Geoffrey Hinton University of Toronto
- 收录时间:2017-02-15 文档个数:49 文档大小:558.5 MB 最近下载:2025-05-15 人气:965 磁力链接
1 - 1 - Why do we need machine learning [13 min].mp4 15.8 MB
1 - 2 - What are neural networks [8 min].mp4 10.2 MB
1 - 3 - Some simple models of neurons [8 min].mp4 9.7 MB
1 - 4 - A simple example of learning [6 min].mp4 6.9 MB
1 - 5 - Three types of learning [8 min].mp4 9.4 MB
10 - 1 - Why it helps to combine models [13 min].mp4 15.9 MB
10 - 2 - Mixtures of Experts [13 min].mp4 15.7 MB
10 - 3 - The idea of full Bayesian learning [7 min].mp4 8.8 MB
10 - 4 - Making full Bayesian learning practical [7 min].mp4 8.5 MB
10 - 5 - Dropout [9 min].mp4 10.2 MB
2 - 1 - Types of neural network architectures [7 min].mp4 9.2 MB
2 - 2 - Perceptrons The first generation of neural networks [8 min].mp4 9.8 MB
2 - 3 - A geometrical view of perceptrons [6 min].mp4 7.7 MB
2 - 4 - Why the learning works [5 min].mp4 6.2 MB
2 - 5 - What perceptrons cant do [15 min].mp4 17.4 MB
3 - 1 - Learning the weights of a linear neuron [12 min].mp4 14.2 MB
3 - 2 - The error surface for a linear neuron [5 min].mp4 6.2 MB
3 - 3 - Learning the weights of a logistic output neuron [4 min].mp4 4.6 MB
3 - 4 - The backpropagation algorithm [12 min].mp4 14.0 MB
3 - 5 - Using the derivatives computed by backpropagation [10 min].mp4 11.7 MB
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~Get Your Files Here !/1. Sales Basics to Advanced part One/4. Online Quotations.mp4 86.9 MB
~Get Your Files Here !/1. Sales Basics to Advanced part One/1. Sales Basics and Your First Quotation.mp4 70.0 MB
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~Get Your Files Here !/1. Sales Basics to Advanced part One/2. Product Variants Set-Up.mp4 49.5 MB
~Get Your Files Here !/3. Sales Basics to Advanced Part three/5. Pricelists - Computed.mp4 38.3 MB
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