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TORRENT DETAILS
Coursera - Machine Learning Specialization By DeepLearning.AI
TORRENT SUMMARY
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#BreakIntoAI with Machine Learning Specialization. Master fundamental AI concepts and develop practical machine learning skills in the beginner-friendly, 3-course program by AI visionary Andrew Ng
WHAT YOU WILL LEARN
Build ML models with NumPy & scikit-learn, build & train supervised models for prediction & binary classification tasks (linear, logistic regression)
Build & train a neural network with TensorFlow to perform multi-class classification, & build & use decision trees & tree ensemble methods
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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...
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FILE LIST
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~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.srt
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~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.txt
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~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.mp4
10.6 MB
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~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.mp4
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14 KB
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24.2 MB
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10.2 KB
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14.6 MB
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13 KB
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6.8 KB
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20.4 MB
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11.7 KB
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17 MB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.en.srt
7 KB
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4.3 KB
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12.6 MB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.en.srt
10 KB
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5.2 KB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.mp4
16.8 MB
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13.2 KB
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8.3 KB
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24.8 MB
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10.7 KB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.en.txt
6.9 KB
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24.4 MB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.en.srt
6.1 KB
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3.8 KB
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12.4 MB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.en.srt
11.6 KB
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6 KB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.mp4
21.3 MB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/05_speculations-on-artificial-general-intelligence-agi/01_is-there-a-path-to-agi.en.srt
16.4 KB
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8.6 KB
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28.1 MB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/01_how-neural-networks-are-implemented-efficiently.en.srt
6.1 KB
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3.2 KB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/01_how-neural-networks-are-implemented-efficiently.mp4
12.2 MB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/02_matrix-multiplication.en.srt
12.3 KB
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~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/02_matrix-multiplication.mp4
15.9 MB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/03_matrix-multiplication-rules.en.srt
11.4 KB
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7.1 KB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/03_matrix-multiplication-rules.mp4
16.1 MB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/04_matrix-multiplication-code.en.srt
8.8 KB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/04_matrix-multiplication-code.en.txt
4.6 KB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/04_matrix-multiplication-code.mp4
13.4 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.en.srt
5.9 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.en.txt
3.1 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.mp4
11.4 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/02_training-details.en.srt
20.9 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/02_training-details.en.txt
10.9 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/02_training-details.mp4
24.1 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.en.srt
6.8 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.en.txt
4.3 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.mp4
12 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.en.srt
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23.4 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.en.srt
7.6 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.en.txt
4 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.mp4
12.9 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.en.srt
4.3 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.en.txt
2.8 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.mp4
8.4 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.en.srt
15.4 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.en.txt
7.9 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.mp4
20.7 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.en.srt
9.1 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.en.txt
5.8 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.mp4
15 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.en.srt
13.4 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.en.txt
7.1 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.mp4
15.1 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.en.srt
6.8 KB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.en.txt
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~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.mp4
11.3 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.en.srt
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~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.en.txt
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~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.mp4
15.6 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.en.srt
11.3 KB
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7.2 KB
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19.5 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.en.srt
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38.3 MB
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30 MB
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~Get Your Files Here !/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/01_deciding-what-to-try-next.en.srt
