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~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/7. MINLP Challenge Solution.mp4 463.9 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/5. Example2 Model Development in Python.mp4 336.3 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/7. NLP Challenge Solution.mp4 290.6 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/5. Example2 Model Development in Python.mp4 236.1 MB
~Get Your Files Here !/4. Linear Programming (LP)/7. LP Challenge Solution in Python.mp4 228.8 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/7. MILP Challenge Solution in Python.mp4 226.2 MB
~Get Your Files Here !/4. Linear Programming (LP)/5. Example2 Model Development in Python.mp4 188.4 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/3. Example1 Model Development in Python.mp4 183.9 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/5. Example2 Model Development in Python.mp4 148.3 MB
~Get Your Files Here !/4. Linear Programming (LP)/3. Example 1 Model Development in Python.mp4 108.1 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/6. NLP Challenge Problem.mp4 93.4 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Challenge Problem.mp4 85.7 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/3. Example1 Model Development in Python.mp4 82.3 MB
~Get Your Files Here !/7. Mixed-Integer Nonlinear Programming (MINLP)/4. Example2 Problem Formulation.mp4 75.6 MB
~Get Your Files Here !/6. Non-Linear Programming (NLP)/3. Example1 Model Development in Python.mp4 74.8 MB
~Get Your Files Here !/4. Linear Programming (LP)/6. LP Challenge Problem.mp4 68.0 MB
~Get Your Files Here !/5. Mixed-Integer Linear Programming (MILP)/2. Example1 Problem Formulation.mp4 61.2 MB
~Get Your Files Here !/3. Python Installation/2. Review on Colab Environment.mp4 51.8 MB
~Get Your Files Here !/2. Introduction to Mathematical Optimization/1. A Review on Optimization’s Important Concepts.mp4 51.0 MB
~Get Your Files Here !/4. Linear Programming (LP)/4. Example2 Problem Formulation.mp4 49.3 MB

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[FreeCourseSite.com] Udemy - 100 Days of Code The Complete Python Pro Bootcamp for 2023.part1.rar 10.7 GB
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01 Course Overview/001 Course FAQs.html 2.2 kB
01 Course Overview/001 Course Introduction.mp4 6.1 MB
01 Course Overview/002 Course Curriculum Overview.mp4 13.6 MB
01 Course Overview/002 Special Offers.html 1.8 kB
01 Course Overview/003 Python 2 vs Python 3.mp4 27.5 MB
01 Course Overview/004 How to Approach This Course.mp4 8.7 MB
02 Python Setup/001 Python Installation --- Windows.mp4 25.5 MB
02 Python Setup/002 Python Installation --- Mac OS and Linux.mp4 25.3 MB
02 Python Setup/003 IDE Selection.mp4 32.2 MB
02 Python Setup/004 Jupyter iPython Notebooks.mp4 41.4 MB
02 Python Setup/005 Additional Resources.mp4 33.4 MB
02 Python Setup/006 Git and Github Overview Optional.mp4 13.0 MB
03 Python Object and Data Structure Basics/001 Numbers - FAQ.html 1.3 kB
03 Python Object and Data Structure Basics/001 Numbers Quiz Quiz.html 8.3 kB
03 Python Object and Data Structure Basics/001 Numbers.mp4 32.9 MB
03 Python Object and Data Structure Basics/002 Strings -FAQ.html 1.3 kB
03 Python Object and Data Structure Basics/002 Strings Quiz Quiz.html 7.5 kB
03 Python Object and Data Structure Basics/002 Strings.mp4 57.9 MB
03 Python Object and Data Structure Basics/003 Lists - FAQ.html 1.3 kB
03 Python Object and Data Structure Basics/003 Lists Quiz Quiz.html 7.5 kB

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101 - Final Stretch/002 Study With Me.mp4 1.9 GB
101 - Final Stretch/001 Recording of our Live AMA (aka AAA - Ask Angela Anything).mp4 713.4 MB
58 - Day 58 - Web Foundation Bootstrap/005 Day 58 Project - A Startup Website for TinDog.mp4 395.9 MB
58 - Day 58 - Web Foundation Bootstrap/004 Bootstrap Components.mp4 355.8 MB
65 - Day 65 - Web Design School - How to Create a Website that People will Love/006 Web Design in Practice - Let's apply what we've learnt!.mp4 313.8 MB
14 - Day 14 - Beginner - Higher Lower Game Project/002 Solution & Walkthrough of the Higher Lower Game.mp4 282.9 MB
15 - Day 15 - Intermediate - Local Development Environment Setup & the Coffee Machine/007 Solution & Walkthrough for the Coffee Machine Code.mp4 225.3 MB
70 - Day 70 - Advanced - Deploying Your Web Application with Heroku/002 Version Control and Git.mp4 180.0 MB
65 - Day 65 - Web Design School - How to Create a Website that People will Love/005 User Experience (UX) Design.mp4 163.8 MB
32 - Day 32 - Intermediate+ Send Email (smtplib) & Manage Dates (datetime)/007 Solution & Walkthrough for the Automated Birthday Wisher.mp4 156.8 MB
45 - Day 45 - Intermediate+ Web Scraping with Beautiful Soup/004 Scraping a Live Website.mp4 156.5 MB
65 - Day 65 - Web Design School - How to Create a Website that People will Love/003 Understanding Typography and How to Choose Fonts.mp4 154.3 MB
35 - Day 35 - Intermediate+ Keys, Authentication & Environment Variables Send SMS/004 Challenge - Check if it Will Rain in the Next 12 Hours.mp4 148.7 MB
65 - Day 65 - Web Design School - How to Create a Website that People will Love/002 Understanding Color Theory.mp4 145.2 MB
03 - Day 3 - Beginner - Control Flow and Logical Operators/011 Day 3 Project Treasure Island.mp4 143.5 MB
56 - Day 56 - Intermediate+ Rendering HTMLStatic files and Using Website Templates/004 How to Use Website Templates to Speed Up Web Development.mp4 140.8 MB
08 - Day 8 - Beginner - Function Parameters & Caesar Cipher/006 Caesar Cipher Part 1 - Encryption.mp4 138.5 MB
12 - Day 12 - Beginner - Scope & Number Guessing Game/006 Solution & Walkthrough to the Number Guessing Game.mp4 136.7 MB
43 - Day 43 - Web Foundation - Introduction to CSS/003 CSS Selectors.mp4 134.8 MB
09 - Day 9 - Beginner - Dictionaries, Nesting and the Secret Auction/007 Solution and Complete Code for the Secret Auction Program.mp4 133.9 MB

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10 --- PART 2 STATISTICS AND HYPOTHESIS TESTING WITH PYTHON NUMPY AND SCIPY ---/100 Statistics - Overview Terms and Vocabulary.mp4 100.4 MB
24 Managing Time Series and Financial Data with Pandas/284 Creating a customized DatetimeIndex with pd.date_range().mp4 98.2 MB
22 Data Visualization with Pandas Matplotlib and Seaborn/249 Customization of Plots.mp4 88.2 MB
09 How to solve complex TVM and Capital Budgeting problems with Python and Numpy/094 Mortgage Loan Analysis - Interest Payments and Amortization Schedule.mp4 85.3 MB
07 How to create great graphs with Matplotlib - Plotting NPV and IRR/068 Customizing Plots (Part 2).mp4 84.3 MB
20 Pandas Basics - Starting from Zero/210 Slicing Rows and Columns with loc (label-based indexing).mp4 84.2 MB
31 Issues in Linear Regression Analysis and Logistic Regression/378 Detecting and Handling Serial Correlation (Autocorrelation).mp4 83.2 MB
24 Managing Time Series and Financial Data with Pandas/303 Importing Financial Data from Excel.mp4 81.6 MB
25 Creating analyzing and optimizing Financial Portfolios with Python/316 Coding Exercise 13 (Solution).mp4 81.5 MB
23 Pandas Advanced/267 Adding new Rows to a DataFrame.mp4 79.9 MB
08 The Numpy Package Working with numbers made easy/083 Coding Exercise 7.mp4 76.7 MB
21 Pandas Intermediate/246 Coding Exercise 6 (Solution).mp4 76.4 MB
25 Creating analyzing and optimizing Financial Portfolios with Python/310 Creating many random Portfolios with Python.mp4 76.0 MB
24 Managing Time Series and Financial Data with Pandas/288 Downsampling Time Series with resample() (Part 1).mp4 75.7 MB
01 Getting Started/003 How to download and install Anaconda for Python coding.mp4 74.4 MB
25 Creating analyzing and optimizing Financial Portfolios with Python/319 The Portfolio Diversification Effect.mp4 74.4 MB
22 Data Visualization with Pandas Matplotlib and Seaborn/254 Categorical Seaborn Plots.mp4 74.2 MB
17 How to create your own user-defined Functions/179 Putting it all together - Case Study.mp4 72.6 MB
19 --- PART 4 MANAGING (FINANCIAL) DATA WITH PANDAS BEYOND EXCEL ---/197 Download of Part 4 Course Materials.mp4 71.7 MB
31 Issues in Linear Regression Analysis and Logistic Regression/373 Detecting and Handling Outliers (Part 1).mp4 71.3 MB

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[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/9. File Handling in Python/1. Read, Write & Append in Files.mp4 157.7 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/6. Data Structures in Python/4. Example programs to illustrate Lists in Python.mp4 134.1 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/10. Regular Expressions in Python/1. Regular Expressions.mp4 124.8 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/2. Conditional statements/4. Examples programs in If-Else statement.mp4 118.5 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/1. Introduction/9. Bit-wise Operators.mp4 118.4 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/4. Functions in Python/16. Keyword and Variable Length arguments in Python.mp4 94.6 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/8. Strings in Python/3. ID() Function in Strings.mp4 91.5 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/6. Data Structures in Python/3. Some built-in functions to work with Lists.mp4 90.7 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/1. Introduction/6. Shortcut operators.mp4 89.3 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/8. Strings in Python/1. Basics of Strings.mp4 88.8 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/2. Conditional statements/2. Examples of If Statement.mp4 86.7 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/4. Functions in Python/14. Examples of Lambda Functions.mp4 85.8 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/1. Introduction/8. logical operators.mp4 84.5 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/8. Strings in Python/2. Built in Functions in Strings.mp4 81.4 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/6. Data Structures in Python/7. Dictionaries.mp4 79.0 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/1. Introduction/1. Online IDE for running Python programs.mp4 78.5 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/5. Modules in Python/3. Creating own module in Python.mp4 78.2 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/4. Functions in Python/17. Global Variables in Python.mp4 77.7 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/1. Introduction/3. Arithmetic Operators in Python.mp4 75.3 MB
[TutsNode.net] - 2023 Complete Python Bootcamp from Zero to Hero in Python/1. Introduction/5. Computing area and Circumference of circle.mp4 74.7 MB

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7. Mixed-Integer Nonlinear Programming (MINLP)/7. MINLP Challenge Solution.mp4 463.9 MB
7. Mixed-Integer Nonlinear Programming (MINLP)/5. Example2 Model Development in Python.mp4 336.3 MB
6. Non-Linear Programming (NLP)/7. NLP Challenge Solution.mp4 290.6 MB
5. Mixed-Integer Linear Programming (MILP)/5. Example2 Model Development in Python.mp4 236.1 MB
4. Linear Programming (LP)/7. LP Challenge Solution in Python.mp4 228.8 MB
5. Mixed-Integer Linear Programming (MILP)/7. MILP Challenge Solution in Python.mp4 226.2 MB
4. Linear Programming (LP)/5. Example2 Model Development in Python.mp4 188.4 MB
5. Mixed-Integer Linear Programming (MILP)/3. Example1 Model Development in Python.mp4 183.9 MB
6. Non-Linear Programming (NLP)/5. Example2 Model Development in Python.mp4 148.3 MB
4. Linear Programming (LP)/3. Example 1 Model Development in Python.mp4 108.1 MB
6. Non-Linear Programming (NLP)/6. NLP Challenge Problem.mp4 93.4 MB
7. Mixed-Integer Nonlinear Programming (MINLP)/6. MINLP Challenge Problem.mp4 85.7 MB
7. Mixed-Integer Nonlinear Programming (MINLP)/3. Example1 Model Development in Python.mp4 82.3 MB
7. Mixed-Integer Nonlinear Programming (MINLP)/4. Example2 Problem Formulation.mp4 75.6 MB
6. Non-Linear Programming (NLP)/3. Example1 Model Development in Python.mp4 74.8 MB
4. Linear Programming (LP)/6. LP Challenge Problem.mp4 68.0 MB
5. Mixed-Integer Linear Programming (MILP)/2. Example1 Problem Formulation.mp4 61.2 MB
3. Python Installation/2. Review on Colab Environment.mp4 51.8 MB
2. Introduction to Mathematical Optimization/1. A Review on Optimization’s Important Concepts.mp4 51.0 MB
4. Linear Programming (LP)/4. Example2 Problem Formulation.mp4 49.3 MB

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【影视】 [ TutSala.com ] Udemy - Complete Statistics BootCamp - Hands-On with Python

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~Get Your Files Here !/3. Case Studies - Multivariate Regression/2. Power Plant Prediction Modelling - Multivariate Regression Modelling.mp4 247.6 MB
~Get Your Files Here !/4. Case Studies - GLMLogistic Regression/1. Breast Cancer Diagnosis - I.mp4 243.3 MB
~Get Your Files Here !/5. Statistics From Scratch/13. Building Hypothesis Framework from Scratch - IV.mp4 178.1 MB
~Get Your Files Here !/5. Statistics From Scratch/10. Building Hypothesis Framework from Scratch - I.mp4 150.8 MB
~Get Your Files Here !/5. Statistics From Scratch/7. Building Probability Distributions Function - III.mp4 146.4 MB
~Get Your Files Here !/5. Statistics From Scratch/1. Linear Algebra - Basics.mp4 138.6 MB
~Get Your Files Here !/5. Statistics From Scratch/9. Building Probability Distributions Function - V.mp4 129.8 MB
~Get Your Files Here !/5. Statistics From Scratch/8. Building Probability Distributions Function - IV.mp4 123.1 MB
~Get Your Files Here !/5. Statistics From Scratch/6. Building Probability Distributions Function - II.mp4 114.4 MB
~Get Your Files Here !/2. Case Studies - Statistical Methods/5. Anger Management - III.mp4 114.3 MB
~Get Your Files Here !/5. Statistics From Scratch/4. Building Basic Statistical Functions - III.mp4 114.1 MB
~Get Your Files Here !/3. Case Studies - Multivariate Regression/1. Basic of Linear Models.mp4 111.2 MB
~Get Your Files Here !/5. Statistics From Scratch/11. Building Hypothesis Framework from Scratch - II.mp4 105.4 MB
~Get Your Files Here !/5. Statistics From Scratch/12. Building Hypothesis Framework from Scratch - III.mp4 102.5 MB
~Get Your Files Here !/5. Statistics From Scratch/5. Building Probability Distributions Function - I.mp4 98.2 MB
~Get Your Files Here !/1. Introduction/3. Introduction to Jupyter Notebooks.mp4 97.2 MB
~Get Your Files Here !/2. Case Studies - Statistical Methods/3. Anger Management - I.mp4 86.2 MB
~Get Your Files Here !/1. Introduction/4. Introduction to Numpy.mp4 75.7 MB
~Get Your Files Here !/1. Introduction/5. Visualizations Basics.mp4 70.2 MB
~Get Your Files Here !/5. Statistics From Scratch/3. Building Basic Statistical Functions - II.mp4 68.9 MB

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【压缩文件】 Complete SQL Bootcamp with MySQL, PHP & Python.rar

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Complete SQL Bootcamp with MySQL, PHP & Python.rar 389.2 MB

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【影视】 [FreeCourseSite.com] Udemy - Complete 2-in-1 Python for Business and Finance Bootcamp

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10 --- PART 2 STATISTICS AND HYPOTHESIS TESTING WITH PYTHON NUMPY AND SCIPY ---/100 Statistics - Overview Terms and Vocabulary.mp4 100.4 MB
24 Managing Time Series and Financial Data with Pandas/284 Creating a customized DatetimeIndex with pd.date_range().mp4 98.2 MB
22 Data Visualization with Pandas Matplotlib and Seaborn/249 Customization of Plots.mp4 88.2 MB
09 How to solve complex TVM and Capital Budgeting problems with Python and Numpy/094 Mortgage Loan Analysis - Interest Payments and Amortization Schedule.mp4 85.3 MB
07 How to create great graphs with Matplotlib - Plotting NPV and IRR/068 Customizing Plots (Part 2).mp4 84.3 MB
20 Pandas Basics - Starting from Zero/210 Slicing Rows and Columns with loc (label-based indexing).mp4 84.2 MB
31 Issues in Linear Regression Analysis and Logistic Regression/378 Detecting and Handling Serial Correlation (Autocorrelation).mp4 83.2 MB
24 Managing Time Series and Financial Data with Pandas/303 Importing Financial Data from Excel.mp4 81.6 MB
25 Creating analyzing and optimizing Financial Portfolios with Python/316 Coding Exercise 13 (Solution).mp4 81.5 MB
23 Pandas Advanced/267 Adding new Rows to a DataFrame.mp4 79.9 MB
08 The Numpy Package Working with numbers made easy/083 Coding Exercise 7.mp4 76.7 MB
21 Pandas Intermediate/246 Coding Exercise 6 (Solution).mp4 76.4 MB
25 Creating analyzing and optimizing Financial Portfolios with Python/310 Creating many random Portfolios with Python.mp4 76.0 MB
24 Managing Time Series and Financial Data with Pandas/288 Downsampling Time Series with resample() (Part 1).mp4 75.7 MB
01 Getting Started/003 How to download and install Anaconda for Python coding.mp4 74.4 MB
25 Creating analyzing and optimizing Financial Portfolios with Python/319 The Portfolio Diversification Effect.mp4 74.4 MB
22 Data Visualization with Pandas Matplotlib and Seaborn/254 Categorical Seaborn Plots.mp4 74.2 MB
17 How to create your own user-defined Functions/179 Putting it all together - Case Study.mp4 72.6 MB
19 --- PART 4 MANAGING (FINANCIAL) DATA WITH PANDAS BEYOND EXCEL ---/197 Download of Part 4 Course Materials.mp4 71.7 MB
31 Issues in Linear Regression Analysis and Logistic Regression/373 Detecting and Handling Outliers (Part 1).mp4 71.3 MB

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101 - Final Stretch/002 Study With Me.mp4 1.9 GB
101 - Final Stretch/001 Recording of our Live AMA (aka AAA - Ask Angela Anything).mp4 720.3 MB
65 - Day 65 - Web Design School - How to Create a Website that People will Love/006 Web Design in Practice - Let's apply what we've learnt!.mp4 305.2 MB
14 - Day 14 - Beginner - Higher Lower Game Project/002 Solution & Walkthrough of the Higher Lower Game.mp4 262.7 MB
58 - Day 58 - Web Foundation Bootstrap/026 Refactor Our Website Part 1.mp4 155.2 MB
70 - Day 70 - Advanced - Deploying Your Web Application with Heroku/002 Version Control and Git.mp4 151.2 MB
58 - Day 58 - Web Foundation Bootstrap/009 The Bootstrap Grid Layout System.mp4 146.8 MB
45 - Day 45 - Intermediate+ Web Scraping with Beautiful Soup/004 Scraping a Live Website.mp4 145.6 MB
43 - Day 43 - Web Foundation - Introduction to CSS/004 Internal CSS.mp4 145.3 MB
32 - Day 32 - Intermediate+ Send Email (smtplib) & Manage Dates (datetime)/007 Solution & Walkthrough for the Automated Birthday Wisher.mp4 143.6 MB
35 - Day 35 - Intermediate+ Keys, Authentication & Environment Variables Send SMS/004 Challenge - Check if it Will Rain in the Next 12 Hours.mp4 138.5 MB
58 - Day 58 - Web Foundation Bootstrap/005 The Bootstrap Navigation Bar.mp4 133.1 MB
08 - Day 8 - Beginner - Function Parameters & Caesar Cipher/006 Caesar Cipher Part 1 - Encryption.mp4 129.2 MB
58 - Day 58 - Web Foundation Bootstrap/020 Bootstrap Cards.mp4 128.8 MB
12 - Day 12 - Beginner - Scope & Number Guessing Game/006 Solution & Walkthrough to the Number Guessing Game.mp4 128.6 MB
44 - Day 44 - Web Foundation - Intermediate CSS/019 Stylised Personal Site Solution Walkthrough.mp4 125.6 MB
09 - Day 9 - Beginner - Dictionaries, Nesting and the Secret Auction/007 Solution and Complete Code for the Secret Auction Program.mp4 125.1 MB
58 - Day 58 - Web Foundation Bootstrap/015 Styling Our Website Challenges and Solutions.mp4 124.4 MB
54 - Day 54 - Intermediate+ Introduction to Web Development with Flask/003 Understand the Command Line on Windows and Mac.mp4 123.7 MB
18 - Day 18 - Intermediate - Turtle & the Graphical User Interface (GUI)/010 The Hirst Painting Project Part 1 - How to Extract RGB Values from Images.mp4 123.7 MB

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04. Introduction to Optimisation and the Gradient Descent Algorithm/8. [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 305.5 MB
04. Introduction to Optimisation and the Gradient Descent Algorithm/6. [Python] - Loops and the Gradient Descent Algorithm.mp4 301.4 MB
10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/12. Model Evaluation and the Confusion Matrix.mp4 264.1 MB
05. Predict House Prices with Multivariable Linear Regression/32. Build a Valuation Tool (Part 3) Docstrings & Creating your own Python Module.mp4 256.0 MB
04. Introduction to Optimisation and the Gradient Descent Algorithm/10. Understanding the Learning Rate.mp4 248.1 MB
03. Python Programming for Data Science and Machine Learning/10. [Python] - Module Imports.mp4 243.4 MB
04. Introduction to Optimisation and the Gradient Descent Algorithm/9. [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 229.7 MB
05. Predict House Prices with Multivariable Linear Regression/14. Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.mp4 224.8 MB
11. Use Tensorflow to Classify Handwritten Digits/12. Different Model Architectures Experimenting with Dropout.mp4 224.1 MB
08. Test and Evaluate a Naive Bayes Classifier Part 3/6. Visualising the Decision Boundary.mp4 215.3 MB
08. Test and Evaluate a Naive Bayes Classifier Part 3/11. A Naive Bayes Implementation using SciKit Learn.mp4 204.6 MB
04. Introduction to Optimisation and the Gradient Descent Algorithm/11. How to Create 3-Dimensional Charts.mp4 202.9 MB
10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4 200.8 MB
03. Python Programming for Data Science and Machine Learning/18. How to Make Sense of Python Documentation for Data Visualisation.mp4 179.8 MB
05. Predict House Prices with Multivariable Linear Regression/11. Visualising Correlations with a Heatmap.mp4 176.8 MB
03. Python Programming for Data Science and Machine Learning/17. [Python] - Objects - Understanding Attributes and Methods.mp4 164.4 MB
11. Use Tensorflow to Classify Handwritten Digits/11. Name Scoping and Image Visualisation in Tensorboard.mp4 162.9 MB
03. Python Programming for Data Science and Machine Learning/9. [Python & Pandas] - Dataframes and Series.mp4 160.7 MB
05. Predict House Prices with Multivariable Linear Regression/26. Residual Analysis (Part 2) Graphing and Comparing Regression Residuals.mp4 160.4 MB
05. Predict House Prices with Multivariable Linear Regression/27. Making Predictions (Part 1) MSE & R-Squared.mp4 160.1 MB

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3. Python - Project 1 Value Inc. Sales Analysis/3. Python Project 1 - Value Inc - Working with Calculations on Python.mp4 623.1 MB
3. Python - Project 1 Value Inc. Sales Analysis/5. Python Project 1 - Value Inc - Using functions in Python like Split, Replace.mp4 496.8 MB
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2. Introduction to Python/2. Playing around with Python.mp4 170.1 MB
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15 Search and sort/091 Insertion sort.mp4 177.4 MB
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11 BIg O/058 _Big_O.mp4 171.3 MB
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