[CourseClub.Me] MANNING - Machine Learning for Mere Mortals

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文件数目：70个文件
文件大小：2.69 GB
收录时间：2021-11-15
访问次数：4
相关内容：CourseClub MANNING Machine Learning Mere Mortals

文件meta

U09M08 Regularization.mp4
272.46 MB
U09M03 Outliers.mp4
204.64 MB
U08M02 Chaining together models.mp4
146.62 MB
U09M05 What should we do with outliers_.mp4
119.1 MB
U09M07 Overfitting.mp4
104.22 MB
U06M04 How image recognition relates to a neural network.mp4
95.14 MB
U09M01 Improving performance in machine learning routines.mp4
89.81 MB
U06M03 One hot encoding.mp4
84.5 MB
U04M01 How clustering works.mp4
82.12 MB
U05M01 What are neural networks, and how do they work.mp4
68.7 MB
U06M02 How encoding non-numeric data works.mp4
64.84 MB
U07M08 Preparing data_ Features engineering.mp4
61.38 MB
U07M11 Geometry of the data space and the curse of dimensionality.mp4
58.61 MB
U09M02 Using parallelization.mp4
57.25 MB
U04M03 Introducing k-means.mp4
56.87 MB
U04M02 Clustering algorithms.mp4
56.82 MB
U06M01 Using Neural Networks.mp4
56.56 MB
U08M01 The difference between an algorithm and a model.mp4
50.27 MB
U01M07 Slope of a line.mp4
45.1 MB
U05M04 What hidden layers are, and how to use them with TensorFlow Playground.mp4
43.92 MB
U07M06 Analytics, stock prices, and other time series data.mp4
43.63 MB
U01M03 Supervised learning.mp4
43.06 MB
U07M02 Numeric representation of data.mp4
40.61 MB
U09M06 Robustness and noise.mp4
40.25 MB
U03M09 Tools and data for email classification.mp4
36 MB
U05M05 What is the activation function in a neural network_.mp4
35.82 MB
U02M05 Visualizing data.mp4
34.97 MB
U01M01 The basics.mp4
34.68 MB
U07M10 Feature selection.mp4
34.54 MB
U04M06 Assigning Points to a Centroid in K-means).mp4
34.33 MB
U07M04 Representation of image data.mp4
34.06 MB
U01M02 Machine Learning versus Artificial Intelligence.mp4
33.01 MB
U07M03 Text representation of data.mp4
31.82 MB
U07M07 Preparing data_ finding the data set.mp4
31.31 MB
U01M05 Reinforcement learning.mp4
28.4 MB
U07M05 Representation of audio data.mp4
28.39 MB
U01M08 Scalars, vectors, and tensors.mp4
26.47 MB
U07M09 Principal Component Analysis_ The mathematical way to determine features.mp4
23.11 MB
U02M06 Using linear regression to predict values.mp4
22.84 MB
U02M01 Supervised learning.mp4
22.32 MB
U07M01 Encoding and Representation.mp4
21.27 MB
U03M07 Making it work in Tensorflow.mp4
21.22 MB
U01M13 Install Tensorflow.mp4
18.31 MB
U01M04 Unsupervised learning.mp4
16.22 MB
U03M03 What makes a good feature_.mp4
15.53 MB
U02M09 Letting Tensorflow do the hard work.mp4
14.17 MB
U05M02 The Tensorflow Playground interface.mp4
14.04 MB
U03M08 Creating a spam filter.mp4
13.66 MB
U01M09 Matrices and matrix arithmetic.mp4
13.44 MB
U05M03 Adding nodes to use multiple models in the TensorFlow Playground.mp4
12.81 MB