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01 Welcome, information about this course/001 Introduction.mp4  4.75 MB
02 Setting up Python and Libraries/001 File and command to install all necessary libraries at once, with pip.html  1.38 KB
02 Setting up Python and Libraries/001 If you already have Python installed.mp4  27.51 MB
02 Setting up Python and Libraries/002 Links to help you install pip.html  1.87 KB
02 Setting up Python and Libraries/002 The libraries, explained.mp4  21 MB

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Get Bonus Downloads Here.url  178 B
~Get Your Files Here !/1. Python Development Environments.mp4  47.29 MB
~Get Your Files Here !/10. Strings and Keywords.mp4  47.96 MB
~Get Your Files Here !/11. Collections.mp4  71.33 MB
~Get Your Files Here !/12. Code Challenge.mp4  87.42 MB

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01 Getting Started/001 A few words about Python.mp4  17.51 MB
01 Getting Started/002 Easily installing Python and its specialized libraries.mp4  33.83 MB
01 Getting Started/003 Spyder and iPython.mp4  13.35 MB
02 Python Basics/001 Variables.mp4  5.32 MB
02 Python Basics/002 Strings and numbers.mp4  10.64 MB

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Lesson 4 Matplotlib/004. 4.3 Demo.mp4  276.71 MB
Lesson 1 Human Perception/001. Topics.mp4  2.23 MB
Lesson 1 Human Perception/002. 1.1 Understanding Color Theory.mp4  28.14 MB
Lesson 1 Human Perception/003. 1.2 Overview of Human Vision.mp4  26.61 MB
Lesson 1 Human Perception/004. 1.3 Color Schemes.mp4  55.05 MB

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Chapter 3 Facebook Prophet/009. (The Dangers of) Prophet for Stock Price Prediction.mp4  63.18 MB
Chapter 1 Welcome/002. Outline.mp4  14.38 MB
Chapter 2 Time Series Basics/001. Time Series Basics Section Introduction.mp4  22.77 MB
Chapter 2 Time Series Basics/002. Forecasting Metrics.mp4  33.53 MB
Chapter 2 Time Series Basics/003. The Naive Forecast and the Importance of Baselines.mp4  33.34 MB

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~Get Your Files Here !/1 - 導入編/1 -Mastering Heatmaps.mp4  15.81 MB
~Get Your Files Here !/1 - 導入編/1 -en_9.txt  287 B
~Get Your Files Here !/1 - 導入編/2 -Visualizing Relationships with Correlation Maps.mp4  14.98 MB
~Get Your Files Here !/1 - 導入編/2 -en_10.txt  481 B

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~Get Your Files Here !/1 - Introduction/1 -Course_Python_Numpy_For_Data_Science.ipynb  895.51 KB
~Get Your Files Here !/1 - Introduction/1 -Introduction.mp4  9.82 MB
~Get Your Files Here !/10 - Visualizations/1 -Plotting with Numpy.mp4  30.49 MB
~Get Your Files Here !/11 - Numpy and its use in Machine Learning and Data Science/1 -Numpy and its use in Machine Learning and Data Science Applications.mp4  79.12 MB

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Section 1 Intro to Course and Python/001 Course Intro.mp4  11.48 MB
Section 1 Intro to Course and Python/002 Resources for Learning Python.mp4  3.74 MB
Section 10 Machine Learning/009 Logistic Regression Part 4.mp4  97.94 MB
Section 10 Machine Learning/013 Support Vector Machines - Part 2.mp4  85.84 MB
Section 10 Machine Learning/005 Linear Regression Part 4.mp4  78.64 MB

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04 Функции Python/031 Создание функций в Python.mp4  195.24 MB
03 Основы Python/014 Форматирование строк в Python.mp4  193.6 MB
04 Функции Python/032 _args & __kwargs.mp4  178.5 MB
04 Функции Python/033 Лямбда выражения в функциях.mp4  156.26 MB
03 Основы Python/011 Строки в Python.mp4  151.18 MB

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0. Websites you may like/[CourseClub.Me].url  122 B
0. Websites you may like/[FreeCourseSite.com].url  127 B
0. Websites you may like/[GigaCourse.Com].url  49 B
1 - Installation and Setup/1 - Introduction to Data Analysis with Pandas and Python English.vtt  17.8 KB
1 - Installation and Setup/1 - Introduction to Data Analysis with Pandas and Python.mp4  125.34 MB

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0. Websites you may like/[GigaCourse.Com].url  49 B
01 - Installation and Setup/001 Introduction to Data Analysis with Pandas and Python.mp4  125.34 MB
01 - Installation and Setup/001 Introduction to Data Analysis with Pandas and Python__en.srt  19.55 KB
01 - Installation and Setup/002 About Me.mp4  5.99 MB

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Lesson 2 Perform Sentiment Analysis/004. 2.3 Incorporate Sentiment Analysis into an application.mp4  52.14 MB
Introduction/001. Skill Up with Python Introduction.mp4  30.17 MB
Lesson 1 Manipulate and Visualize Data in Jupyter/001. Learning objectives.en.srt  1.34 KB
Lesson 1 Manipulate and Visualize Data in Jupyter/001. Learning objectives.mp4  7.23 MB
Lesson 1 Manipulate and Visualize Data in Jupyter/002. 1.1 Get started with Jupyter Notebooks.en.srt  20.77 KB

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Lesson 2 Countries/008. 2.7 Python Countries.mp4  159.92 MB
Introduction/002. Author introduction by Eric Gaze.mp4  23.95 MB
Introduction/003. Author introduction by McKenzie Lamb.mp4  11.9 MB
Lesson 1 Bank Data/001. Topics.mp4  11.46 MB
Lesson 1 Bank Data/002. 1.1 Excel Bank Data.mp4  102.41 MB

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001 Introduction.mp4  36.23 MB
001 Introduction_en.srt  7.32 KB
002 Intro To Python.mp4  40.4 MB
002 Intro To Python_en.srt  8.12 KB
003 Variables.mp4  108.02 MB

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01 Introduction/01 Welcome.mp4  18.4 MB
01 Introduction/02 What you should know.mp4  36.67 MB
02 Simple Structures and Basic Arrays/01 What is a data structure.mp4  55.05 MB
02 Simple Structures and Basic Arrays/02 Describing simple data structures.mp4  34.85 MB
02 Simple Structures and Basic Arrays/03 Using C-style structs.mp4  8.69 MB

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02 Simple Structures and Basic Arrays/05 Multidimensional arrays.mp4  83.55 MB
02 Simple Structures and Basic Arrays/04 Basic arrays.mp4  71.24 MB
02 Simple Structures and Basic Arrays/01 What is a data structure.mp4  55.05 MB
08 Conclusion/01 Review and conclusion.mp4  46.78 MB
05 Using Stacks and Queues/02 Understanding abstract data types (ADTs).mp4  44.79 MB

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Get Bonus Downloads Here.url  182 B
~Get Your Files Here !/1 - Introduction and First Program/1 - 1-20-20Introduction-20to-20C-20Assignments.pdf  94.78 KB
~Get Your Files Here !/1 - Introduction and First Program/1 - 1-20Introduction-20and-20First-20Program.pdf  437.74 KB
~Get Your Files Here !/1 - Introduction and First Program/1 - 1-Introduction-20-and-20First-20Program-Descriptive-Questions.pdf  352.88 KB
~Get Your Files Here !/1 - Introduction and First Program/1 - 1-Introduction-20-and-20First-20Program-Multibul-Choice-Questions.pdf  382.79 KB

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02 Simple Structures and Basic Arrays/05 Multidimensional arrays.mp4  83.55 MB
02 Simple Structures and Basic Arrays/04 Basic arrays.mp4  71.24 MB
02 Simple Structures and Basic Arrays/01 What is a data structure.mp4  55.05 MB
08 Conclusion/01 Review and conclusion.mp4  46.78 MB
05 Using Stacks and Queues/02 Understanding abstract data types (ADTs).mp4  44.79 MB

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Get Bonus Downloads Here.url  183 B
~Get Your Files Here !/1 - LeetCode Problems 1 300/1 - LeetCode 2 Add Two Numbers.mp4  33.69 MB
~Get Your Files Here !/1 - LeetCode Problems 1 300/10 - LeetCode 56 httpsleetcodecomproblemsmergeintervals.mp4  43.81 MB
~Get Your Files Here !/1 - LeetCode Problems 1 300/11 - LeetCode 78 Subsets.mp4  26.02 MB
~Get Your Files Here !/1 - LeetCode Problems 1 300/12 - LeetCode 80 Remove Duplicates from Sorted Array II.mp4  29.62 MB

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10. Appendix/3. Windows-Focused Environment Setup 2018.mp4  186.36 MB
10. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.mp4  78.3 MB
1. Welcome/2. Where does this course fit into your deep learning studies.mp4  54.08 MB
5. Training a neural network/8. Backpropagation in code.mp4  46.34 MB
10. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4  43.92 MB