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Machine Learning Bookcamp, Video Edition
TORRENT SUMMARY
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In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video.
The best hands-on guide to begin your machine learning journey.
Gustavo Filipe Ramos Gomes, Troido
Time to flex your machine learning muscles! Take on the carefully designed challenges of the Machine Learning Bookcamp and master essential ML techniques through practical application.
In Machine Learning Bookcamp you will
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Chapter 1 Introduction to machine learning.mp4
75.1 MB
~Get Your Files Here !/10 - Chapter 2 Validating the model.mp4
67.5 MB
~Get Your Files Here !/11 - Chapter 2 Regularization.mp4
38.6 MB
~Get Your Files Here !/12 - Chapter 2 Using the model.mp4
40.8 MB
~Get Your Files Here !/13 - Chapter 3 Machine learning for classification.mp4
62.7 MB
~Get Your Files Here !/14 - Chapter 3 Initial data preparation.mp4
51.1 MB
~Get Your Files Here !/15 - Chapter 3 Feature importance, Part 1.mp4
54 MB
~Get Your Files Here !/16 - Chapter 3 Feature importance, Part 2.mp4
40.5 MB
~Get Your Files Here !/17 - Chapter 3 Feature engineering.mp4
41.6 MB
~Get Your Files Here !/18 - Chapter 3 Machine learning for classification.mp4
31.2 MB
~Get Your Files Here !/19 - Chapter 3 Training logistic regression.mp4
50.9 MB
~Get Your Files Here !/2 - Chapter 1 When machine learning isn’t helpful.mp4
76.7 MB
~Get Your Files Here !/20 - Chapter 3 Model interpretation.mp4
63.6 MB
~Get Your Files Here !/21 - Chapter 3 Using the model.mp4
67.8 MB
~Get Your Files Here !/22 - Chapter 4 Evaluation metrics for classification.mp4
54.7 MB
~Get Your Files Here !/23 - Chapter 4 Confusion table.mp4
56.2 MB
~Get Your Files Here !/24 - Chapter 4 Precision and recall.mp4
30.1 MB
~Get Your Files Here !/25 - Chapter 4 ROC curve and AUC score.mp4
66 MB
~Get Your Files Here !/26 - Chapter 4 ROC Curve.mp4
57.5 MB
~Get Your Files Here !/27 - Chapter 4 Parameter tuning.mp4
35 MB
~Get Your Files Here !/28 - Chapter 4 Next steps.mp4
65.1 MB
~Get Your Files Here !/29 - Chapter 5 Deploying machine learning models.mp4
42.9 MB
~Get Your Files Here !/3 - Chapter 1 Evaluation.mp4
69.3 MB
~Get Your Files Here !/30 - Chapter 5 Model serving.mp4
50.3 MB
~Get Your Files Here !/31 - Chapter 5 Managing dependencies.mp4
39.9 MB
~Get Your Files Here !/32 - Chapter 5 Docker.mp4
34.8 MB
~Get Your Files Here !/33 - Chapter 5 Deployment.mp4
48.3 MB
~Get Your Files Here !/34 - Chapter 6 Decision trees and ensemble learning.mp4
30.4 MB
~Get Your Files Here !/35 - Chapter 6 Data cleaning.mp4
52.3 MB
~Get Your Files Here !/36 - Chapter 6 Decision trees.mp4
52 MB
~Get Your Files Here !/37 - Chapter 6 Decision tree learning algorithm.mp4
43.3 MB
~Get Your Files Here !/38 - Chapter 6 Random forest.mp4
40.3 MB
~Get Your Files Here !/39 - Chapter 6 Gradient boosting.mp4
32.7 MB
~Get Your Files Here !/4 - Chapter 2 Machine learning for regression.mp4
38.3 MB
~Get Your Files Here !/40 - Chapter 6 Parameter tuning for XGBoost.mp4
60.8 MB
~Get Your Files Here !/41 - Chapter 6 Next steps.mp4
40.8 MB
~Get Your Files Here !/42 - Chapter 7 Neural networks and deep learning.mp4
56.3 MB
~Get Your Files Here !/43 - Chapter 7 Convolutional neural networks.mp4
30.5 MB
~Get Your Files Here !/44 - Chapter 7 Internals of the model.mp4
33.3 MB
~Get Your Files Here !/45 - Chapter 7 Training the model.mp4
35.2 MB
~Get Your Files Here !/46 - Chapter 7 Training the model - again.mp4
43.6 MB
~Get Your Files Here !/47 - Chapter 7 Saving the model and checkpointing.mp4
52.5 MB
~Get Your Files Here !/48 - Chapter 7 Data augmentation.mp4
44.9 MB
~Get Your Files Here !/49 - Chapter 7 Using the model.mp4
58.8 MB
~Get Your Files Here !/5 - Chapter 2 Exploratory data analysis.mp4
44.8 MB
~Get Your Files Here !/50 - Chapter 8 Serverless deep learning.mp4
62.4 MB
~Get Your Files Here !/51 - Chapter 8 Preparing the Docker image.mp4
66.3 MB
~Get Your Files Here !/52 - Chapter 9 Serving models with Kubernetes and Kubeflow.mp4
52.9 MB
~Get Your Files Here !/53 - Chapter 9 Running TensorFlow Serving locally.mp4
62.8 MB
~Get Your Files Here !/54 - Chapter 9 Model deployment with Kubernetes.mp4
61.2 MB
~Get Your Files Here !/55 - Chapter 9 Deploying to Kubernetes.mp4
52.6 MB
~Get Your Files Here !/56 - Chapter 9 Model deployment with Kubeflow.mp4
36.6 MB
~Get Your Files Here !/57 - Chapter 9 KFServing transformers.mp4
47.6 MB
~Get Your Files Here !/6 - Chapter 2 Target variable analysis.mp4
47.1 MB
~Get Your Files Here !/7 - Chapter 2 Machine learning for regression - again.mp4
50.8 MB
~Get Your Files Here !/8 - Chapter 2 Linear regression.mp4
45.7 MB
~Get Your Files Here !/9 - Chapter 2 Predicting the price.mp4
