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Coursera - Machine Learning Specialization by DeepLearning.AI

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3.5 GB
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Added
07/06/23 at 9:51pm GMT+1
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Description
[ DevCourseWeb.com ] Coursera - Machine Learning Specialization by DeepLearning.AI



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Last updated 6/2023

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + srt | Duration: 151 Lessons (23h 5m) | Size: 3.45 GB



#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



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



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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
  • Coursera - Machine Learning Specialization by DeepLearning.AI
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.srt 5.4 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.txt 2.8 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.mp4 10.6 MB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.en.srt 18.3 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.en.txt 9.5 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.mp4 26.9 MB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.en.srt 26.6 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.en.txt 14 KB
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  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.en.srt 10.2 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.en.txt 5.3 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.mp4 14.6 MB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.en.srt 13 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.en.txt 6.8 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.mp4 20.4 MB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.en.srt 11.7 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.en.txt 6.1 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.mp4 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
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.en.txt 4.3 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.mp4 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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  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.mp4 16.8 MB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.en.srt 13.2 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.en.txt 8.3 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.mp4 24.8 MB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.en.srt 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
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.mp4 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
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.en.txt 3.8 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.mp4 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
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.en.txt 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
  • ~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.txt 8.6 KB
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  • ~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
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/01_how-neural-networks-are-implemented-efficiently.en.txt 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
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/02_matrix-multiplication.en.txt 6.4 KB
  • ~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
  • ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/03_matrix-multiplication-rules.en.txt 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 13.8 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.en.txt 7.2 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.mp4 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 3.6 KB
  • ~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 10.5 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.en.txt 5.6 KB
  • ~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
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.en.txt 7.2 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.mp4 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 29.7 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.en.txt 15.2 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.mp4 38.3 MB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.en.srt 26.4 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.en.txt 13.6 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.mp4 30 MB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.en.srt 11.9 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.en.txt 7.3 KB
  • ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.mp4 26.1 MB
  • ~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 6.8 KB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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