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Title: GitHub - jannatultasnim/MachineLearningWithPython: Get started with Machine Learning with Python - An introduction with Python programming examples

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Description: Get started with Machine Learning with Python - An introduction with Python programming examples - jannatultasnim/MachineLearningWithPython

Open Graph Description: Get started with Machine Learning with Python - An introduction with Python programming examples - jannatultasnim/MachineLearningWithPython

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00 - Lesson - k-Nearest-Neighbors Classifier (KNN).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/00%20-%20Lesson%20-%20k-Nearest-Neighbors%20Classifier%20(KNN).ipynb
00 - Lesson - k-Nearest-Neighbors Classifier (KNN).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/00%20-%20Lesson%20-%20k-Nearest-Neighbors%20Classifier%20(KNN).ipynb
00 - Project - k-Nearest-Neighbor Classifier (KNN).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/00%20-%20Project%20-%20k-Nearest-Neighbor%20Classifier%20(KNN).ipynb
00 - Project - k-Nearest-Neighbor Classifier (KNN).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/00%20-%20Project%20-%20k-Nearest-Neighbor%20Classifier%20(KNN).ipynb
01 - Lesson - Linear Classifier.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/01%20-%20Lesson%20-%20Linear%20Classifier.ipynb
01 - Lesson - Linear Classifier.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/01%20-%20Lesson%20-%20Linear%20Classifier.ipynb
01 - Project - Perceptron.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/01%20-%20Project%20-%20Perceptron.ipynb
01 - Project - Perceptron.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/01%20-%20Project%20-%20Perceptron.ipynb
02 - Lesson - Support-Vector Machines (SVM).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/02%20-%20Lesson%20-%20Support-Vector%20Machines%20(SVM).ipynb
02 - Lesson - Support-Vector Machines (SVM).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/02%20-%20Lesson%20-%20Support-Vector%20Machines%20(SVM).ipynb
02 - Project - Support Vector Classification.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/02%20-%20Project%20-%20Support%20Vector%20Classification.ipynb
02 - Project - Support Vector Classification.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/02%20-%20Project%20-%20Support%20Vector%20Classification.ipynb
03 - Lesson - Linear Regression.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/03%20-%20Lesson%20-%20Linear%20Regression.ipynb
03 - Lesson - Linear Regression.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/03%20-%20Lesson%20-%20Linear%20Regression.ipynb
03 - Project - Classify House Prices.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/03%20-%20Project%20-%20Classify%20House%20Prices.ipynb
03 - Project - Classify House Prices.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/03%20-%20Project%20-%20Classify%20House%20Prices.ipynb
04 - Lesson - Reinforcement Learning.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/04%20-%20Lesson%20-%20Reinforcement%20Learning.ipynb
04 - Lesson - Reinforcement Learning.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/04%20-%20Lesson%20-%20Reinforcement%20Learning.ipynb
04 - Project - Reinforcement Learning.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/04%20-%20Project%20-%20Reinforcement%20Learning.ipynb
04 - Project - Reinforcement Learning.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/04%20-%20Project%20-%20Reinforcement%20Learning.ipynb
05 - Lesson - Unsupervised Learning.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/05%20-%20Lesson%20-%20Unsupervised%20Learning.ipynb
05 - Lesson - Unsupervised Learning.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/05%20-%20Lesson%20-%20Unsupervised%20Learning.ipynb
05 - Project - Unsupervised Learning.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/05%20-%20Project%20-%20Unsupervised%20Learning.ipynb
05 - Project - Unsupervised Learning.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/05%20-%20Project%20-%20Unsupervised%20Learning.ipynb
06 - Lesson - Neural Networks.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/06%20-%20Lesson%20-%20Neural%20Networks.ipynb
06 - Lesson - Neural Networks.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/06%20-%20Lesson%20-%20Neural%20Networks.ipynb
06 - Project - Neural Network.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/06%20-%20Project%20-%20Neural%20Network.ipynb
06 - Project - Neural Network.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/06%20-%20Project%20-%20Neural%20Network.ipynb
07 - Lesson - Deep Neural Network (DNN).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/07%20-%20Lesson%20-%20Deep%20Neural%20Network%20(DNN).ipynb
07 - Lesson - Deep Neural Network (DNN).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/07%20-%20Lesson%20-%20Deep%20Neural%20Network%20(DNN).ipynb
07 - Project - Deep Neural Network.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/07%20-%20Project%20-%20Deep%20Neural%20Network.ipynb
07 - Project - Deep Neural Network.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/07%20-%20Project%20-%20Deep%20Neural%20Network.ipynb
08 - Lesson - Convolutional Neural Network (CNN).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/08%20-%20Lesson%20-%20Convolutional%20Neural%20Network%20(CNN).ipynb
08 - Lesson - Convolutional Neural Network (CNN).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/08%20-%20Lesson%20-%20Convolutional%20Neural%20Network%20(CNN).ipynb
08 - Project - Convolutional Neural Network (CNN).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/08%20-%20Project%20-%20Convolutional%20Neural%20Network%20(CNN).ipynb
08 - Project - Convolutional Neural Network (CNN).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/08%20-%20Project%20-%20Convolutional%20Neural%20Network%20(CNN).ipynb
09 - Lesson - PyTorch.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/09%20-%20Lesson%20-%20PyTorch.ipynb
09 - Lesson - PyTorch.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/09%20-%20Lesson%20-%20PyTorch.ipynb
09 - Project - PyTorch.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/09%20-%20Project%20-%20PyTorch.ipynb
09 - Project - PyTorch.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/09%20-%20Project%20-%20PyTorch.ipynb
10 - Lesson - Recurrent Neural Network.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/10%20-%20Lesson%20-%20Recurrent%20Neural%20Network.ipynb
10 - Lesson - Recurrent Neural Network.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/10%20-%20Lesson%20-%20Recurrent%20Neural%20Network.ipynb
10 - Project - Recurrent Neural Network.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/10%20-%20Project%20-%20Recurrent%20Neural%20Network.ipynb
10 - Project - Recurrent Neural Network.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/10%20-%20Project%20-%20Recurrent%20Neural%20Network.ipynb
11 - Lesson - Natural Language Processing.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/11%20-%20Lesson%20-%20Natural%20Language%20Processing.ipynb
11 - Lesson - Natural Language Processing.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/11%20-%20Lesson%20-%20Natural%20Language%20Processing.ipynb
11 - Project - Natural Language Processing.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/11%20-%20Project%20-%20Natural%20Language%20Processing.ipynb
11 - Project - Natural Language Processing.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/11%20-%20Project%20-%20Natural%20Language%20Processing.ipynb
12 - Lesson - Text Categorization.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/12%20-%20Lesson%20-%20Text%20Categorization.ipynb
12 - Lesson - Text Categorization.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/12%20-%20Lesson%20-%20Text%20Categorization.ipynb
12 - Project - Sentiment Classification.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/12%20-%20Project%20-%20Sentiment%20Classification.ipynb
12 - Project - Sentiment Classification.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/12%20-%20Project%20-%20Sentiment%20Classification.ipynb
13 - Lesson - Information Retrieval (IR).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/13%20-%20Lesson%20-%20Information%20Retrieval%20(IR).ipynb
13 - Lesson - Information Retrieval (IR).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/13%20-%20Lesson%20-%20Information%20Retrieval%20(IR).ipynb
13 - Project - Information Retrieval (IR).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/13%20-%20Project%20-%20Information%20Retrieval%20(IR).ipynb
13 - Project - Information Retrieval (IR).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/13%20-%20Project%20-%20Information%20Retrieval%20(IR).ipynb
14 - Lesson - Information Extraction (IE).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/14%20-%20Lesson%20-%20Information%20Extraction%20(IE).ipynb
14 - Lesson - Information Extraction (IE).ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/14%20-%20Lesson%20-%20Information%20Extraction%20(IE).ipynb
14 - Project - Word2Vec.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/14%20-%20Project%20-%20Word2Vec.ipynb
14 - Project - Word2Vec.ipynbhttps://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython/blob/main/14%20-%20Project%20-%20Word2Vec.ipynb
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Install it from here if neededhttps://www.anaconda.com/products/individual
YouTubehttps://youtu.be/pQA6MGsXCNg
https://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython#machine-learning-ml
https://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython#goal-of-course
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https://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython#what-level-of-python-is-needed
this free Python for beginners coursehttps://www.learnpythonwithrune.org/learn-python/
free eBook with all conceptshttps://www.learnpythonwithrune.org/learn-python/
GitHub repository with all examples and projects prepared for youhttps://github.com/LearnPythonWithRune/LearnPython
https://patch-diff.githubusercontent.com/jannatultasnim/MachineLearningWithPython#what-about-mathematics-and-statistics
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