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| Archived
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Clustering and Classification with Machine Learning in Python [Video]\1.INTRODUCTION TO THE COURSE - The Key Concepts and Software Tools\04.For Mac Users.mp4
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Clustering and Classification with Machine Learning in Python [Video]\1.INTRODUCTION TO THE COURSE - The Key Concepts and Software Tools\06.Python Data Science Packages to Be Used.mp4
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Clustering and Classification with Machine Learning in Python [Video]\1.INTRODUCTION TO THE COURSE - The Key Concepts and Software Tools\01.Welcome to Clustering & Classification with Machine Learning in Python.mp4
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Clustering and Classification with Machine Learning in Python [Video]\1.INTRODUCTION TO THE COURSE - The Key Concepts and Software Tools\05.IPython in Browser.mp4
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Clustering and Classification with Machine Learning in Python [Video]\1.INTRODUCTION TO THE COURSE - The Key Concepts and Software Tools\02.What is Machine Learning.mp4
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Clustering and Classification with Machine Learning in Python [Video]\1.INTRODUCTION TO THE COURSE - The Key Concepts and Software Tools\03.Python Data Science Environment.mp4
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Clustering and Classification with Machine Learning in Python [Video]\2.Read in Data from Different Sources with Pandas\08.Read in Data from CSV.mp4
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Clustering and Classification with Machine Learning in Python [Video]\2.Read in Data from Different Sources with Pandas\09.Read in Online CSV.mp4
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Clustering and Classification with Machine Learning in Python [Video]\2.Read in Data from Different Sources with Pandas\12.Read in Data from Databases.mp4
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Clustering and Classification with Machine Learning in Python [Video]\2.Read in Data from Different Sources with Pandas\11.Read in HTML Data.mp4
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Clustering and Classification with Machine Learning in Python [Video]\2.Read in Data from Different Sources with Pandas\07.What are Pandas.mp4
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Clustering and Classification with Machine Learning in Python [Video]\2.Read in Data from Different Sources with Pandas\10.Read in Excel Data.mp4
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Clustering and Classification with Machine Learning in Python [Video]\3.Data Cleaning & Munging\14.Conditional Data Selection.mp4
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Clustering and Classification with Machine Learning in Python [Video]\3.Data Cleaning & Munging\17.Ranking & Sorting.mp4
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Clustering and Classification with Machine Learning in Python [Video]\3.Data Cleaning & Munging\18.Concatenate.mp4
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Clustering and Classification with Machine Learning in Python [Video]\3.Data Cleaning & Munging\19.Merging & Joining Data Frames.mp4
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Clustering and Classification with Machine Learning in Python [Video]\3.Data Cleaning & Munging\15.Data Grouping.mp4
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Clustering and Classification with Machine Learning in Python [Video]\3.Data Cleaning & Munging\16.Data Sub setting.mp4
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Clustering and Classification with Machine Learning in Python [Video]\3.Data Cleaning & Munging\13.Remove Missing Values.mp4
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Clustering and Classification with Machine Learning in Python [Video]\7.Neural Networks and Deep Learning Based Classification Techniques\49.Artificial Neural Networks (ANN) for Binary Classification.mp4
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Clustering and Classification with Machine Learning in Python [Video]\7.Neural Networks and Deep Learning Based Classification Techniques\52.Use H20 for Deep Learning Classification.mp4
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Clustering and Classification with Machine Learning in Python [Video]\7.Neural Networks and Deep Learning Based Classification Techniques\51.Introduction to H20.mp4
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Clustering and Classification with Machine Learning in Python [Video]\7.Neural Networks and Deep Learning Based Classification Techniques\48.Perceptrons for Binary Classification.mp4
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Clustering and Classification with Machine Learning in Python [Video]\7.Neural Networks and Deep Learning Based Classification Techniques\50.Multi-class Classification With MLP.mp4
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Clustering and Classification with Machine Learning in Python [Video]\7.Neural Networks and Deep Learning Based Classification Techniques\53.H20 Deep Learning for Classification.mp4
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Clustering and Classification with Machine Learning in Python [Video]\Exercise Files\code_9781839213632.zip |
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Clustering and Classification with Machine Learning in Python [Video]\4.Unsupervised Learning in Python\21.K-Means Clustering - Theory.mp4
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Clustering and Classification with Machine Learning in Python [Video]\4.Unsupervised Learning in Python\28.Hierarchical Clustering-practical.mp4
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Clustering and Classification with Machine Learning in Python [Video]\4.Unsupervised Learning in Python\25.How to Select the Optimal Number of Clusters.mp4
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Clustering and Classification with Machine Learning in Python [Video]\4.Unsupervised Learning in Python\24.K-Means Clustering with Real Data.mp4
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Clustering and Classification with Machine Learning in Python [Video]\4.Unsupervised Learning in Python\20.Unsupervised Classification- Some Basic Concepts.mp4
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Clustering and Classification with Machine Learning in Python [Video]\4.Unsupervised Learning in Python\22.Implement K-Means on the Iris Data.mp4
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Clustering and Classification with Machine Learning in Python [Video]\4.Unsupervised Learning in Python\27.Hierarchical Clustering-theory.mp4
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Clustering and Classification with Machine Learning in Python [Video]\4.Unsupervised Learning in Python\26.Gaussian Mixture Modelling (GMM).mp4
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Clustering and Classification with Machine Learning in Python [Video]\4.Unsupervised Learning in Python\23.Quantifying K-Means Clustering Performance.mp4
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Clustering and Classification with Machine Learning in Python [Video]\5.Dimension Reduction & Feature Selection for Machine Learning\31.Principal Component Analysis (PCA)-Case Study 2.mp4
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Clustering and Classification with Machine Learning in Python [Video]\5.Dimension Reduction & Feature Selection for Machine Learning\33.t-SNE Dimension Reduction.mp4
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Clustering and Classification with Machine Learning in Python [Video]\5.Dimension Reduction & Feature Selection for Machine Learning\35.Recursive Feature Elimination (RFE).mp4
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Clustering and Classification with Machine Learning in Python [Video]\5.Dimension Reduction & Feature Selection for Machine Learning\29.Principal Component Analysis (PCA)-Theory.mp4
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Clustering and Classification with Machine Learning in Python [Video]\5.Dimension Reduction & Feature Selection for Machine Learning\34.Feature Selection to Select the Most Relevant Predictors.mp4
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Clustering and Classification with Machine Learning in Python [Video]\5.Dimension Reduction & Feature Selection for Machine Learning\32.Linear Discriminant Analysis (LDA) for Dimension Reduction.mp4
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Clustering and Classification with Machine Learning in Python [Video]\5.Dimension Reduction & Feature Selection for Machine Learning\30.Principal Component Analysis (PCA)-Case Study 1.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\41.Naive Bayes Classification.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\46.Gradient Boosting Machine (GBM).mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\38.Pointers on Evaluating the Accuracy of Classification Modelling.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\44.Non-Linear SVM Classification.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\47.Voting Classifier.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\39.Using Logistic Regression as a Classification Model.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\37.Data Preparation for Supervised Learning.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\43.SVM- Linear Classification.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\40.kNN- Classification.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\45.RF-Classification.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\36.Concepts Behind Supervised Learning.mp4
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Clustering and Classification with Machine Learning in Python [Video]\6.Supervised Learning - Classification\42.Linear Discriminant Analysis.mp4
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Clustering and Classification with Machine Learning in Python [Video]\1.INTRODUCTION TO THE COURSE - The Key Concepts and Software Tools |
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Clustering and Classification with Machine Learning in Python [Video]\Exercise Files |
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