Filename | Size |
| ~Get Your Files Here !/01 - Introduction to machine learning (Theory)/001 Introduction.mp4 | 28.5 MB |
| ~Get Your Files Here !/01 - Introduction to machine learning (Theory)/001 Introduction_en.vtt | 3.1 KB |
| ~Get Your Files Here !/01 - Introduction to machine learning (Theory)/002 Machine learning types.mp4 | 83.7 MB |
| ~Get Your Files Here !/01 - Introduction to machine learning (Theory)/002 Machine learning types_en.vtt | 9 KB |
| ~Get Your Files Here !/01 - Introduction to machine learning (Theory)/003 Machine learning workflow.mp4 | 37.8 MB |
| ~Get Your Files Here !/01 - Introduction to machine learning (Theory)/003 Machine learning workflow_en.vtt | 4 KB |
| ~Get Your Files Here !/02 - Mathematics in machine learning (Theory)/001 Data an linear algebra.mp4 | 25.5 MB |
| ~Get Your Files Here !/02 - Mathematics in machine learning (Theory)/001 Data an linear algebra_en.vtt | 3.9 KB |
| ~Get Your Files Here !/02 - Mathematics in machine learning (Theory)/002 Calculus.mp4 | 23 MB |
| ~Get Your Files Here !/02 - Mathematics in machine learning (Theory)/002 Calculus_en.vtt | 3.5 KB |
| ~Get Your Files Here !/02 - Mathematics in machine learning (Theory)/003 Statistics and types of sampeling.html | 0 B |
| ~Get Your Files Here !/02 - Mathematics in machine learning (Theory)/004 Descriptive and inferential statistics.mp4 | 36.7 MB |
| ~Get Your Files Here !/02 - Mathematics in machine learning (Theory)/004 Descriptive and inferential statistics_en.vtt | 6 KB |
| ~Get Your Files Here !/02 - Mathematics in machine learning (Theory)/005 Probability.mp4 | 57.8 MB |
| ~Get Your Files Here !/02 - Mathematics in machine learning (Theory)/005 Probability_en.vtt | 7.9 KB |
| ~Get Your Files Here !/03 - Python (Practice)/001 Intro to setting up Python.mp4 | 38.2 MB |
| ~Get Your Files Here !/03 - Python (Practice)/001 Intro to setting up Python_en.vtt | 5.9 KB |
| ~Get Your Files Here !/03 - Python (Practice)/002 Basic coding skills.mp4 | 30.7 MB |
| ~Get Your Files Here !/03 - Python (Practice)/002 Basic coding skills_en.vtt | 6 KB |
| ~Get Your Files Here !/03 - Python (Practice)/40293650-intro-python-code.py | 1.7 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/001 NumPy - Python.mp4 | 46.6 MB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/001 NumPy - Python_en.vtt | 6.6 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/002 Pandas - Python.mp4 | 61.3 MB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/002 Pandas - Python_en.vtt | 9.1 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/003 Pandas (2) - Python.mp4 | 32.7 MB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/003 Pandas (2) - Python_en.vtt | 4.3 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/004 Matplotlib - Python.mp4 | 80.5 MB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/004 Matplotlib - Python_en.vtt | 11.2 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/005 Natural language processing (NLP).mp4 | 66.5 MB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/005 Natural language processing (NLP)_en.vtt | 8.2 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/006 Scikit - Python.mp4 | 58.2 MB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/006 Scikit - Python_en.vtt | 7.9 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/40293606-intro-to-numpy.ipynb | 2.9 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/40293618-intro-to-panda.ipynb | 3.4 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/40293624-intro-to-matplotlib.ipynb | 2.9 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/40293630-intro-to-nltk.ipynb | 1.5 KB |
| ~Get Your Files Here !/04 - Machine learning libraries (Practice)/40293644-intro-to-scikitLearn.ipynb | 1.8 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/001 Linear regression - Theory.mp4 | 114.5 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/001 Linear regression - Theory_en.vtt | 10.8 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/002 Linear regression - Practice.html | 0 B |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/003 Logistic regression - Theory.mp4 | 46.7 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/003 Logistic regression - Theory_en.vtt | 4.3 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/004 Logistic regression - Practice (1).html | 0 B |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/005 KNN - Theory.mp4 | 50.4 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/005 KNN - Theory_en.vtt | 5.1 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/006 KNN - Practice.mp4 | 64.7 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/006 KNN - Practice_en.vtt | 9.1 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/007 KNN - Practice (2).mp4 | 66.8 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/007 KNN - Practice (2)_en.vtt | 7.5 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/008 Naive Bayes - Theory.mp4 | 60.7 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/008 Naive Bayes - Theory_en.vtt | 5.8 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/009 Naive Bayes - Practice.mp4 | 83.9 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/009 Naive Bayes - Practice_en.vtt | 9.7 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/010 Naive Bayes - Practice (2).mp4 | 27.4 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/010 Naive Bayes - Practice (2)_en.vtt | 3.4 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/011 Naive Bayes - Practice (3).mp4 | 22.2 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/011 Naive Bayes - Practice (3)_en.vtt | 2.4 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/012 SVM - Theory.mp4 | 105 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/012 SVM - Theory_en.vtt | 10 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/013 SVM - Practice.mp4 | 70.7 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/013 SVM - Practice_en.vtt | 7.9 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/014 Decision Tree - Theory.mp4 | 52.8 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/014 Decision Tree - Theory_en.vtt | 7.2 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/015 Decision Tree - Practice.mp4 | 118.3 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/015 Decision Tree - Practice_en.vtt | 12.7 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293478-logistic-regresssion.ipynb | 4 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293480-diabetes.csv | 23.3 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293492-knn.ipynb | 3.2 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293494-iris.csv | 4.4 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293502-naive-bayes.ipynb | 5.1 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293506-Social-Network-Ads.csv | 10.7 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293512-pulsar-stars.csv | 1.7 MB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293520-svm.ipynb | 36 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293526-car-evaluation.csv | 52.3 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293530-dt.ipynb | 94.9 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293688-linear-regression.ipynb | 2.9 KB |
| ~Get Your Files Here !/05 - Supervised learning (Practice)/40293692-fathersonheight.csv | 11.6 KB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/001 Kmeans - Theory.mp4 | 53.6 MB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/001 Kmeans - Theory_en.vtt | 4.9 KB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/002 Kmeans - Practice.mp4 | 76.4 MB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/002 Kmeans - Practice_en.vtt | 7.6 KB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/003 Hierachical Clustering - Theory.mp4 | 37.9 MB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/003 Hierachical Clustering - Theory_en.vtt | 3.1 KB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/004 Hierachical Clustering - Practice.mp4 | 83.4 MB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/004 Hierachical Clustering - Practice_en.vtt | 7.8 KB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/005 DBScan - Theory.mp4 | 37.9 MB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/005 DBScan - Theory_en.vtt | 3.5 KB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/006 DBScan - Practice.html | 0 B |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/40293700-k-means.ipynb | 123.8 KB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/40293708-hierarchical-clustering.ipynb | 103.2 KB |
| ~Get Your Files Here !/06 - Unsupervised learning (Practice)/40293710-shopping-data.csv | 4.2 KB |
| ~Get Your Files Here !/07 - Project Fake news detection/001 Part 1.mp4 | 88.7 MB |
| ~Get Your Files Here !/07 - Project Fake news detection/001 Part 1_en.vtt | 11 KB |
| ~Get Your Files Here !/07 - Project Fake news detection/002 Part 2.mp4 | 82.4 MB |
| ~Get Your Files Here !/07 - Project Fake news detection/002 Part 2_en.vtt | 9.3 KB |
| ~Get Your Files Here !/07 - Project Fake news detection/003 Part 3.mp4 | 111.8 MB |
| ~Get Your Files Here !/07 - Project Fake news detection/003 Part 3_en.vtt | 8.4 KB |
| ~Get Your Files Here !/07 - Project Fake news detection/004 Part 4.mp4 | 87.6 MB |