File List
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01 Introduction/001 Introduction and Welcome Message.mp4 52.2 MB
01 Introduction/002 Introduction and Welcome Message [Course Material Download].html 932 B
01 Introduction/002 ML-Classification-Package.zip 131.79 MB
01 Introduction/003 BONUS Learning Paths.html 2.22 KB
01 Introduction/004 Updates on Udemy Reviews.mp4 23.13 MB
01 Introduction/005 Course Overview.mp4 94.9 MB
01 Introduction/006 Get the Materials.html 1.19 KB
02 What is Machine Learning The Big Picture/007 What is Machine Learning The Big Picture Part 1.mp4 95.6 MB
02 What is Machine Learning The Big Picture/008 What is Machine Learning The Big Picture Part 2.mp4 137.54 MB
03 Installation Setup [Optional][Skip if you are familiar with Jupyter Notebooks]/009 What is Anaconda and How to download it.mp4 44.76 MB
03 Installation Setup [Optional][Skip if you are familiar with Jupyter Notebooks]/010 What are Jupyter Notebooks.mp4 32.47 MB
03 Installation Setup [Optional][Skip if you are familiar with Jupyter Notebooks]/011 How to run a Jupyter Notebook.mp4 122.83 MB
03 Installation Setup [Optional][Skip if you are familiar with Jupyter Notebooks]/external-assets-links.txt 77 B
04 Logistic Regression/012 Logistic Regression Introduction and Learning Outcomes.mp4 50.21 MB
04 Logistic Regression/013 Logistic Regression Intuition.mp4 91.9 MB
04 Logistic Regression/014 Confusion Matrix Overview.mp4 53.76 MB
04 Logistic Regression/015 Logistic Regression - Project 1 - Part 1.mp4 65.8 MB
04 Logistic Regression/016 Logistic Regression - Project 1 - Part 2.mp4 52.03 MB
04 Logistic Regression/017 Logistic Regression - Project 1 - Part 3.mp4 160.75 MB
04 Logistic Regression/018 Logistic Regression - Project 1 - Part 4.mp4 98.01 MB
04 Logistic Regression/019 Logistic Regression - Project 1 - Part 5.mp4 60.75 MB
04 Logistic Regression/020 Logistic Regression - Project 1 - Part 6.mp4 28.84 MB
04 Logistic Regression/021 Logistic Regression - Project 1 - Part 7.mp4 64.06 MB
04 Logistic Regression/022 Logistic Regression - Project 2 Overview.mp4 61.7 MB
04 Logistic Regression/023 Logistic Regression - Project 2 - Part 1.mp4 37.04 MB
04 Logistic Regression/024 Logistic Regression - Project 2 - Part 2.mp4 76.97 MB
04 Logistic Regression/025 Logistic Regression - Project 2 - Part 2.mp4 43.78 MB
04 Logistic Regression/026 Logistic Regression - Project 2 - Part 3.mp4 93.55 MB
04 Logistic Regression/027 Logistic Regression - Project 2 - Part 4.mp4 85.75 MB
05 Support Vector Machines/028 Support Vector Machines Intro and Learning Outcomes.mp4 41.13 MB
05 Support Vector Machines/029 Support Vector Machines - Intuition.mp4 94.6 MB
05 Support Vector Machines/030 Support Vector Machines - Project 1 - Part 1.mp4 35.67 MB
05 Support Vector Machines/031 Support Vector Machines - Project 1 - Part 2.mp4 123.11 MB
05 Support Vector Machines/032 Support Vector Machines - Project 1 - Part 3.mp4 119.74 MB
05 Support Vector Machines/033 Support Vector Machines - Project 1 - Part 4.mp4 72.7 MB
05 Support Vector Machines/034 Support Vector Machines - Project 1 - Part 5.mp4 47.29 MB
05 Support Vector Machines/035 Support Vector Machines - Project 1 - Part 6.mp4 94.37 MB
05 Support Vector Machines/036 Support Vector Machines - Project 1 - Part 7.mp4 147.88 MB
05 Support Vector Machines/037 Project 2 Overview.mp4 28.79 MB
05 Support Vector Machines/038 Support Vector Machines - Project 2 - Part 1.mp4 52.7 MB
05 Support Vector Machines/039 Support Vector Machines - Project 2 - Part 2.mp4 55 MB
05 Support Vector Machines/040 Support Vector Machines - Project 2 - Part 3.mp4 48.11 MB
05 Support Vector Machines/041 Support Vector Machines - Project 2 - Part 4.mp4 56.93 MB
06 K-Nearest Neighbors/042 K-Nearest Neighbors Intro and Learning Outcomes.mp4 37.21 MB
06 K-Nearest Neighbors/043 K-Nearest Neighbors - Intuition.mp4 107.22 MB
06 K-Nearest Neighbors/044 KNN - Project 1 - Part 1.mp4 57.97 MB
06 K-Nearest Neighbors/045 KNN - Project 1 - Part 2.mp4 58.35 MB
06 K-Nearest Neighbors/046 KNN - Project 1 - Part 3.mp4 59.89 MB
06 K-Nearest Neighbors/047 KNN - Project 1 - Part 4.mp4 55.25 MB
06 K-Nearest Neighbors/048 KNN - Project 2 Overview.mp4 53.09 MB
06 K-Nearest Neighbors/049 KNN - Project 2 - Part 1.mp4 120.8 MB
06 K-Nearest Neighbors/050 KNN - Project 2 - Part 2.mp4 56.8 MB
06 K-Nearest Neighbors/051 KNN - Project 2 - Part 3.mp4 59.02 MB
07 Decision Trees and Random Forest/052 Decision Trees and Random Forest Intro and Learning Outcomes.mp4 51.82 MB
07 Decision Trees and Random Forest/053 Decision Trees - Intuition.mp4 117.91 MB
07 Decision Trees and Random Forest/054 Random Forest - Intuition.mp4 61.23 MB
07 Decision Trees and Random Forest/055 Decision Trees Random Forest - Project 1 - Part 1.mp4 30.32 MB
07 Decision Trees and Random Forest/056 Decision Trees Random Forest - Project 1 - Part 2.mp4 78.04 MB
07 Decision Trees and Random Forest/057 Decision Trees Random Forest - Project 1 - Part 3.mp4 70.68 MB
07 Decision Trees and Random Forest/058 Decision Trees Random Forest - Project 1 - Part 4.mp4 61.99 MB
07 Decision Trees and Random Forest/059 Decision Trees Random Forest - Project 1 - Part 5.mp4 91.78 MB
07 Decision Trees and Random Forest/060 Decision Trees Random Forest - Project 1 - Part 6.mp4 51.37 MB
07 Decision Trees and Random Forest/061 Decision Trees Random Forest - Project 1 - Part 7.mp4 48.24 MB
07 Decision Trees and Random Forest/062 Decision Trees Random Forest - Project 1 - Part 8.mp4 64.4 MB
07 Decision Trees and Random Forest/063 Decision Trees Random Forest - Project 2 Overview.mp4 50.98 MB
07 Decision Trees and Random Forest/064 Decision Trees Random Forest - Project 2 - Part 1.mp4 156.39 MB
07 Decision Trees and Random Forest/065 Decision Trees Random Forest - Project 2 - Part 2.mp4 73.16 MB
07 Decision Trees and Random Forest/066 Decision Trees Random Forest - Project 3 - Part 3.mp4 58.13 MB
07 Decision Trees and Random Forest/067 Decision Trees Random Forest - Project 2 - Part 4.mp4 109.4 MB
08 Naive Bayes Classifiers/068 Naive Bayes Intro and Learning Outcomes.mp4 28.63 MB
08 Naive Bayes Classifiers/069 Naive Bayes Intuition.mp4 136.51 MB
08 Naive Bayes Classifiers/070 Naive Bayes - Mathematics.mp4 127.81 MB
08 Naive Bayes Classifiers/071 Project 1 - Part 1.mp4 87.62 MB
08 Naive Bayes Classifiers/072 Project 1 - Part 2.mp4 84.34 MB
08 Naive Bayes Classifiers/073 Project 1 - Part 3.mp4 119.05 MB
08 Naive Bayes Classifiers/074 Project 1 - Part 4.mp4 68.7 MB
08 Naive Bayes Classifiers/075 Project 1 - Part 5.mp4 40.29 MB
08 Naive Bayes Classifiers/076 Project 1 - Part 6.mp4 59 MB
08 Naive Bayes Classifiers/077 Project 2 - Overview.mp4 91.08 MB
08 Naive Bayes Classifiers/078 Project 2 - Part 1.mp4 111.06 MB
08 Naive Bayes Classifiers/079 Project 2 - Part 2.mp4 62.29 MB
08 Naive Bayes Classifiers/080 Project 2 - Part 3.mp4 38.84 MB
08 Naive Bayes Classifiers/081 Project 2 - Part 4.mp4 82.96 MB
09 Bonus Lectures/082 YOUR SPECIAL BONUS.html 1.97 KB
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