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01 Course Setup/002 Full Course Curriculum Overview.mp4  8.11 MB
01 Course Setup/003 How to get help for the Course.html  3.26 KB
01 Course Setup/004 Course FAQ.html  1.96 KB
02 Company and Job Types/001 Company Types Overview.mp4  10.21 MB

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01 Basics practice examples/001 My self.mp4  3.45 MB
01 Basics practice examples/002 Introduction.mp4  35.62 MB
01 Basics practice examples/003 Necessary software.mp4  27.27 MB
01 Basics practice examples/004 APK1 2.mp4  34.22 MB
01 Basics practice examples/005 1 - PART3.mp4  32.56 MB

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18 Graph Algorithms/002 Adjacency Matrix and Adjacency List.html  842 B
18 Graph Algorithms/013 Implement Depth First Search - Interview Problem.html  868 B
18 Graph Algorithms/016 Implement Breadth First Search - Interview Problem - SOLUTION.html  894 B
18 Graph Algorithms/006 Knights Tour Example Problem.html  830 B
18 Graph Algorithms/005 Breadth First Search.html  812 B

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chapter_021.mp4  32.31 MB
chapter_022.mp4  32.28 MB
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chapter_038.mp4  24.24 MB
chapter_033.mp4  23.46 MB

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02 Introduction to Data Scientists Toolbox/022 Data Visualization.mp4  60.69 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/029 Bivariate Analysis.mp4  55.23 MB
02 Introduction to Data Scientists Toolbox/018 Data Engineering.mp4  49.75 MB
02 Introduction to Data Scientists Toolbox/015 Datatypes demo.mp4  41.72 MB
04 Machine Learning/054 Cross Validation Hyperparameter Demo.mp4  41.55 MB

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VIDEO_TS/VTS_01_2.VOB  1024 MB
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VIDEO_TS/VTS_01_4.VOB  463.47 MB
VIDEO_TS/VTS_01_0.VOB  374.68 MB

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Read Me  0 B
01 QtDesigner/06 Put the Design in Code!.mp4  19.75 MB
01 QtDesigner/07 Summary.mp4  1.31 MB
01 QtDesigner/05 Events, Buddies, Tabs.mp4  19.89 MB
01 QtDesigner/04 Our First App.mp4  17.97 MB

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Cover.jpg  59.6 KB
Info.txt  20 B
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Read Me-1.txt  1.97 KB
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04 Let's Relax/01 Introduction.mp4  1.94 MB
04 Let's Relax/03 QLabel.mp4  5.88 MB

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e-Book/1. Introduction/01_01-Welcome to the Course.mp4  28.99 MB
e-Book/2. Fundamentals/02_01-Builtin Data Types.mp4  98.65 MB
e-Book/2. Fundamentals/02_02-API Operations.mp4  21.63 MB
e-Book/2. Fundamentals/02_03-Analysis Techniques.mp4  80.86 MB
e-Book/2. Fundamentals/02_04-Design Principles for Data Structures.mp4  75.97 MB

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10 Machine Learning/086 Decision Trees and Random Forests.mp4  232.08 MB
10 Machine Learning/089 Natural Language Processing Part 3.mp4  139.4 MB
09 Example Projects/070 Data Project - Election Analysis Part 4.mp4  123.75 MB
10 Machine Learning/090 Natural Language Processing Part 4.mp4  101.83 MB
10 Machine Learning/079 Logistic Regression Part 4.mp4  97.94 MB

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03.Understanding Your Scraped Data/0304.Using BeautifulSoup4 to Navigate Our Scraped Data.mp4  15.59 MB
03.Understanding Your Scraped Data/0308.Building the Scraper Module Using PyCharm.mp4  14.68 MB
03.Understanding Your Scraped Data/0311.Adding a Test to Verify Our Regular Expression Processing.mp4  14.02 MB
03.Understanding Your Scraped Data/0302.Understanding the HTML, CSS and Structure of Our Target Page.mp4  12.68 MB
02.Setting Up BeautifulSoup/0202.Reviewing Our Target Auto-MPG Web Page.mp4  11.63 MB

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01-course-introduction/001-introduction.mp4  13.03 MB
01-course-introduction/002-how-to-take-this-course.mp4  9.07 MB
01-course-introduction/003-technologies-used.mp4  9.56 MB
02-setting-up-your-development-environment/004-installing-git-virtualbox-vagrant-atom-and-modheader.mp4  38.11 MB
03-setting-up-your-project/005-creating-a-workspace.mp4  29.47 MB

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Python for Finance - Investment Fundamentals & Data Analytics/11 PART II FINANCE Calculating and Comparing Rates of Return in Python/061 Calculating the Rate of Return of a Portfolio of Securities.mp4  22.3 MB
Python for Finance - Investment Fundamentals & Data Analytics/16 Part II Finance Multivariate regression analysis/091 Running a multivariate regression in Python.mp4  21.81 MB
Python for Finance - Investment Fundamentals & Data Analytics/10 Useful tips and tools/052 Importing and Organizing Data in Python part II.mp4  21.48 MB
Python for Finance - Investment Fundamentals & Data Analytics/17 PART II Finance - Monte Carlo simulations as a decision-making tool/Monte Carlo - Predicting Gross Profit – Part I.mp4  18.6 MB
Python for Finance - Investment Fundamentals & Data Analytics/12 PART II Finance Measuring Investment Risk/065 Calculating a Securitys Risk in Python.mp4  16.39 MB

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06 Advanced Visualization/055 BONUS Building Dashboards in Python.mp4  105.97 MB
06 Advanced Visualization/056 BONUS Styling Tips.mp4  90.66 MB
05 Data Frames/039 Filtering a Data Frame.mp4  88.11 MB
05 Data Frames/037 Subsetting dataframes in Pandas.mp4  72.2 MB
04 Matrices/024 Building Your First Matrix.mp4  71.16 MB

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