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【影视】 [ FreeCourseWeb.com ] Machine learning with python [Data Science] - Udemy

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~Get Your Files Here !/8. List/1. List.mp4 81.6 MB
~Get Your Files Here !/11. Understanding of Functions/1. Function intro.mp4 80.1 MB
~Get Your Files Here !/17. HOW MACHINE LEARNS/1. How Machine learns.mp4 77.6 MB
~Get Your Files Here !/16. Project 1/1. Project.mp4 74.7 MB
~Get Your Files Here !/19. Data visualization/1. Data visualization.mp4 70.3 MB
~Get Your Files Here !/14. File handling/1. File handling intro.mp4 69.4 MB
~Get Your Files Here !/15. oop concept/1. oop concept intro.mp4 66.0 MB
~Get Your Files Here !/13. Exceptional Handling/1. Exceptional Handling Intro.mp4 63.8 MB
~Get Your Files Here !/14. File handling/2. File handling code.mp4 62.6 MB
~Get Your Files Here !/15. oop concept/4. Inheritance.mp4 57.8 MB
~Get Your Files Here !/11. Understanding of Functions/2. Function code.mp4 57.4 MB
~Get Your Files Here !/18. Introduction to pandas/1. pandas.mp4 56.2 MB
~Get Your Files Here !/7. String/1. String.mp4 56.1 MB
~Get Your Files Here !/9. Tuple/1. Tuple.mp4 55.1 MB
~Get Your Files Here !/25. Naive Bayes/1. Naive Bayes theory.mp4 53.6 MB
~Get Your Files Here !/10. Dictonary/1. Dictonary.mp4 50.9 MB
~Get Your Files Here !/1. Python for Data science and ML/1. Introduction.mp4 49.8 MB
~Get Your Files Here !/23. KNN/2. Knn Code.mp4 48.0 MB
~Get Your Files Here !/5. Understanding the concepts of Loops/1. Loops.mp4 46.7 MB
~Get Your Files Here !/22. LOGISTIC REGRESSION/2. Logistic Regression Code.mp4 46.7 MB

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【影视】 MONTY PYTHON - Always look on the bright side of life (Singl).VOB

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MONTY PYTHON - Always look on the bright side of life (Singl).VOB 123.9 MB

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【影视】 [GigaCourse.com] Udemy - Complete Python Bootcamp Go Beginner to Expert in Python 3

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1. Introduction/5. Python Variable.mp4 101.9 MB
3. Advanced Python Programming/19. Data Structures - 2-D Arrays.mp4 100.8 MB
3. Advanced Python Programming/21. Binary Tree.mp4 93.8 MB
1. Introduction/8. Python Type Convention.mp4 85.8 MB
3. Advanced Python Programming/18. Python Closures.mp4 83.2 MB
2. Behyond the basics/12. Python Functions.mp4 82.8 MB
2. Behyond the basics/8. Python List.mp4 79.2 MB
2. Behyond the basics/9. Python Dictionary.mp4 78.4 MB
1. Introduction/4. Python Keywords.mp4 73.3 MB
3. Advanced Python Programming/9. Python Encapsulation.mp4 67.9 MB
2. Behyond the basics/10. Python Tuple.mp4 63.6 MB
2. Behyond the basics/14. Python Input and output.mp4 61.3 MB
4. Algorithm Design/2. Divide and conquer Rule in Python Algorithm.mp4 59.8 MB
3. Advanced Python Programming/20. Python Linked Lists.mp4 57.0 MB
2. Behyond the basics/11. Python Sets.mp4 55.7 MB
3. Advanced Python Programming/17. Python Decorators.mp4 54.5 MB
6. Python GUI programming/3. Button.mp4 54.2 MB
3. Advanced Python Programming/6. Python Inheritance.mp4 53.7 MB
3. Advanced Python Programming/11. Python Polymorphism.mp4 51.1 MB
2. Behyond the basics/6. Python For Loop.mp4 50.9 MB

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【影视】 [GLODLS] UDEMY Tutorials - Learn Python Programming

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02 Introduction to Python/005 Data Types and Operators in Python.mp4 116.6 MB
02 Introduction to Python/002 Features of Python.mp4 115.9 MB
02 Introduction to Python/011 Modules in Python.mp4 95.7 MB
02 Introduction to Python/001 Introduction to Python.mp4 86.1 MB
03 Development, Setup, and Deployment/001 Python Overview.mp4 85.7 MB
02 Introduction to Python/003 Python Development Environment.mp4 83.3 MB
08 Errors and Exceptions/013 Built-In Exceptions.mp4 82.2 MB
03 Development, Setup, and Deployment/007 Launching Python on Windows.mp4 74.2 MB
07 IO Handling/004 Output Handling in Python.mp4 73.2 MB
04 Data Types, Data Structures/007 Structures in Python.mp4 72.5 MB
05 Control Flow, Functions, Classes and Object-Oriented Programming/006 Functions in Python.mp4 70.1 MB
11 Python Runtime Services and Language Services/025 Class Browser.mp4 69.1 MB
05 Control Flow, Functions, Classes and Object-Oriented Programming/010 Variants of Functions.mp4 65.2 MB
11 Python Runtime Services and Language Services/023 Abstract Syntax Trees.mp4 62.1 MB
09 Testing, Debugging, Profiling, and Tuning/011 Performance Tuning Strategies.mp4 61.3 MB
04 Data Types, Data Structures/005 Functions Demo.mp4 60.9 MB
13 File and Directory Handling/006 Accessing Text Lines.mp4 60.7 MB
03 Development, Setup, and Deployment/014 Migration and Upgrade of Python.mp4 60.4 MB
06 Module, Packages and Importing Modules/003 Importing a Module.mp4 59.4 MB
10 Standard Library, Built-In Functions, String and Text Handling/012 Advanced Standard Library Modules.mp4 57.2 MB

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【影视】 Monty Python's Flying Circus S01e13

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Monty Python's Flying Circus S01e13.avi 357.7 MB
Monty Python's Flying Circus S01e13.srt 67.8 kB

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【影视】 [DesireCourse.Net] Udemy - Master Deep Learning with TensorFlow in Python

收录时间:2020-05-19 文档个数:296 文档大小:1.5 GB 最近下载:2025-06-29 人气:1706 磁力链接

14. Appendix Linear Algebra Fundamentals/11. Why is Linear Algebra Useful.mp4 151.3 MB
1. Welcome! Course introduction/1. Meet your instructors and why you should study machine learning.mp4 110.9 MB
14. Appendix Linear Algebra Fundamentals/3. Linear Algebra and Geometry.mp4 52.2 MB
14. Appendix Linear Algebra Fundamentals/10. Dot Product of Matrices.mp4 51.8 MB
2. Introduction to neural networks/24. N-parameter gradient descent.mp4 41.4 MB
2. Introduction to neural networks/12. The linear model. Multiple inputs and multiple outputs.mp4 40.1 MB
14. Appendix Linear Algebra Fundamentals/8. Transpose of a Matrix.mp4 39.9 MB
13. Business case/4. Preprocessing the data.mp4 36.0 MB
14. Appendix Linear Algebra Fundamentals/2. Scalars and Vectors.mp4 35.5 MB
14. Appendix Linear Algebra Fundamentals/1. What is a Matrix.mp4 35.2 MB
14. Appendix Linear Algebra Fundamentals/6. Addition and Subtraction of Matrices.mp4 34.2 MB
13. Business case/6. Create a class for batching.mp4 29.0 MB
14. Appendix Linear Algebra Fundamentals/4. Scalars, Vectors and Matrices in Python.mp4 28.0 MB
14. Appendix Linear Algebra Fundamentals/9. Dot Product of Vectors.mp4 25.2 MB
13. Business case/1. Exploring the dataset and identifying predictors.mp4 24.4 MB
14. Appendix Linear Algebra Fundamentals/5. Tensors.mp4 23.6 MB
12. The MNIST example/9. Discuss the results and test.mp4 23.0 MB
4. Minimal example - your first machine learning algorithm/4. Minimal example - part 4.mp4 21.8 MB
13. Business case/7. Outlining the model.mp4 20.4 MB
12. The MNIST example/4. Outlining the model.mp4 19.3 MB

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【影视】 365 Data Science - SQL + Tableau + Python [CoursesGhar]

收录时间:2021-07-07 文档个数:60 文档大小:1.5 GB 最近下载:2025-06-02 人气:1706 磁力链接

1. Software Integration/2. Introduction to Data Connectivity, APIs, and Endpoints.mp4 58.9 MB
1. Software Integration/3. More on APIs.mp4 58.5 MB
4. Applying Machine Learning to the Preprocessed Data/14. Creating a module for later use of the model.mp4 52.0 MB
3. Preprocessing the _Absenteeism_data_/7. Converting a Feature into Multiple Dummy Variables.mp4 49.0 MB
4. Applying Machine Learning to the Preprocessed Data/8. Interpreting the Coefficients.mp4 48.7 MB
5. Connecting Python and SQL/8. Moving Data from Python to SQL - Part I.mp4 47.6 MB
4. Applying Machine Learning to the Preprocessed Data/12. Testing the Logistic Regression Model.mp4 43.5 MB
4. Applying Machine Learning to the Preprocessed Data/5. Train-Test Split.mp4 41.9 MB
3. Preprocessing the _Absenteeism_data_/2. Eyeballing the Data.mp4 41.3 MB
3. Preprocessing the _Absenteeism_data_/9. Grouping the Various Reasons for Absence.mp4 40.4 MB
4. Applying Machine Learning to the Preprocessed Data/11. Simplifying the Model (Backward Elimination).mp4 39.7 MB
1. Software Integration/5. Software Integration - Python-SQL-Tableau.mp4 37.1 MB
4. Applying Machine Learning to the Preprocessed Data/2. Creating the Targets for the Regression.mp4 36.1 MB
3. Preprocessing the _Absenteeism_data_/5. Dropping the _ID_ Column.mp4 36.0 MB
4. Applying Machine Learning to the Preprocessed Data/9. Creating a Custom Scaler to Standardize Only Numerical Features.mp4 35.5 MB
4. Applying Machine Learning to the Preprocessed Data/7. Extracting the Intercept and Coefficients.mp4 35.0 MB
4. Applying Machine Learning to the Preprocessed Data/6. Training and evaluating the model.mp4 34.2 MB
5. Connecting Python and SQL/9. Moving Data from Python to SQL - Part II.mp4 33.7 MB
4. Applying Machine Learning to the Preprocessed Data/13. Saving the Logistic Regression Model.mp4 31.9 MB
5. Connecting Python and SQL/3. Creating a Database Structure in MySQL.mp4 31.8 MB

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【影视】 Python for Everybody - Learn Python 3

收录时间:2020-05-22 文档个数:207 文档大小:10.3 GB 最近下载:2025-06-17 人气:1705 磁力链接

Python for Everybody - Learn Python 3/6. Python thread/5. oops in python.mp4 982.5 MB
Python for Everybody - Learn Python 3/8. Open CV python tutorial/18. Find Lanes for Self-Driving Cars.mp4 742.5 MB
Python for Everybody - Learn Python 3/7. Python numpy/5. Data Structures.mp4 347.5 MB
Python for Everybody - Learn Python 3/9. Tips, Notes and Some more/2. Real-World Python Deep Learning Projects.mp4 303.5 MB
Python for Everybody - Learn Python 3/7. Python numpy/4. How to Install PyCharm.mp4 245.9 MB
Python for Everybody - Learn Python 3/8. Open CV python tutorial/17. Image Blending using Pyramids.mp4 183.5 MB
Python for Everybody - Learn Python 3/8. Open CV python tutorial/12. Morphological Transformations.mp4 182.3 MB
Python for Everybody - Learn Python 3/8. Open CV python tutorial/8. Object Detection and Object Tracking.mp4 178.3 MB
Python for Everybody - Learn Python 3/8. Open CV python tutorial/13. Smoothing Images Blurring Images.mp4 160.8 MB
Python for Everybody - Learn Python 3/3. Introduction to Python debugger/1. An Introduction to Python Debugger.mp4 155.4 MB
Python for Everybody - Learn Python 3/8. Open CV python tutorial/6. OpenCV Python Tutorial For Beginners 10.mp4 148.8 MB
Python for Everybody - Learn Python 3/8. Open CV python tutorial/16. Image Pyramids with Python.mp4 148.6 MB
Python for Everybody - Learn Python 3/9. Tips, Notes and Some more/1. How to be a Good Software Developer Coder Programmer.mp4 144.6 MB
Python for Everybody - Learn Python 3/8. Open CV python tutorial/11. matplotlib with OpenCV.mp4 141.8 MB
Python for Everybody - Learn Python 3/2. Tutorial of python/46. Python Decorators.mp4 141.2 MB
Python for Everybody - Learn Python 3/5. Python unit testing/2. Using Options with Pytest.mp4 141.2 MB
Python for Everybody - Learn Python 3/2. Tutorial of python/43. Command Line Arguments in Python.mp4 134.8 MB
Python for Everybody - Learn Python 3/8. Open CV python tutorial/3. How to Read, Write, Show Images.mp4 129.7 MB
Python for Everybody - Learn Python 3/8. Open CV python tutorial/7. How to Bind Trackbar To OpenCV.mp4 129.6 MB
Python for Everybody - Learn Python 3/1. Introduction/6. Install Anaconda Python, Jupyter Notebook, Spyder on Ubuntu 18.04 Linux.mp4 127.1 MB

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【影视】 [ DevCourseWeb.com ] Udemy - 2022 Complete Data Structures - Data Structures With Python

收录时间:2022-03-18 文档个数:42 文档大小:727.6 MB 最近下载:2025-06-10 人气:1705 磁力链接

~Get Your Files Here !/05 - Operations on Binary Search Trees/002 Preorder and Postorder Traversing through Binary Search Trees.mp4 65.9 MB
~Get Your Files Here !/04 - Binary Search Tree/001 What is a Tree.mp4 57.9 MB
~Get Your Files Here !/02 - Linked Lists/001 What is a Linked List.mp4 55.2 MB
~Get Your Files Here !/03 - Operations on Linked List/002 Adding an Element at MIDDLE of Linked List Singly & Doubly Linked List.mp4 52.2 MB
~Get Your Files Here !/05 - Operations on Binary Search Trees/003 Insert An Element into Binary Search Trees.mp4 52.2 MB
~Get Your Files Here !/03 - Operations on Linked List/004 Deleting Element from Linked List Singly & Doubly Linked List.mp4 50.2 MB
~Get Your Files Here !/03 - Operations on Linked List/003 Adding an Element at the END of Linked List Singly & Doubly Linked List.mp4 50.0 MB
~Get Your Files Here !/05 - Operations on Binary Search Trees/001 Inorder Traversing through Binary Search Trees.mp4 44.3 MB
~Get Your Files Here !/02 - Linked Lists/003 Lets Start with Doubly Linked List.mp4 41.5 MB
~Get Your Files Here !/08 - Stack & Queues using Linked List/001 Stack using Linked List.mp4 40.5 MB
~Get Your Files Here !/08 - Stack & Queues using Linked List/002 Queue using Linked List.mp4 35.4 MB
~Get Your Files Here !/01 - Introduction/001 Introduction.mp4 34.9 MB
~Get Your Files Here !/03 - Operations on Linked List/001 Adding an Element at the BEGINNING of Linked List Singly & Doubly Linked List.mp4 33.6 MB
~Get Your Files Here !/06 - Stack & Queues/001 What are Stack & Queues.mp4 29.5 MB
~Get Your Files Here !/02 - Linked Lists/002 Traversing Through Linked List.mp4 23.6 MB
~Get Your Files Here !/01 - Introduction/002 Introduction to Data Structures.mp4 23.1 MB
~Get Your Files Here !/07 - Stack & Queues using List/002 Queue using List.mp4 18.8 MB
~Get Your Files Here !/07 - Stack & Queues using List/001 Stack using List.mp4 18.5 MB
~Get Your Files Here !/05 - Operations on Binary Search Trees/003 Insert An Element into Binary Search Trees_en.vtt 10.5 kB
~Get Your Files Here !/05 - Operations on Binary Search Trees/002 Preorder and Postorder Traversing through Binary Search Trees_en.vtt 10.3 kB

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【影视】 Mutant.Python.2021.DUBBED.1080p.WEBRip.x264-RARBG

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Mutant.Python.2021.DUBBED.1080p.WEBRip.x264-RARBG.mp4 1.5 GB
Subs/2_English.srt 71.4 kB
RARBG_DO_NOT_MIRROR.exe 99 Bytes
RARBG.txt 30 Bytes

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【影视】 [Coursera] Introduction to Programming with Python and Java Specialization - 4 course series

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[Coursera] Introduction to Programming with Python and Java Specialization - 4 course series 1.9 GB

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【影视】 Udemy - Python 2 Network Programming - Build 12 Multi-Vendor Tools

收录时间:2020-05-13 文档个数:376 文档大小:2.6 GB 最近下载:2025-06-06 人气:1700 磁力链接

22. Bonus #11 Configuration Change Management/4. Configuration Change Management - Explaining The Code.mp4 140.6 MB
10. HP Network Programming (ProCurve OS)/7. Configuring Devices - Script - Running The Code.mp4 64.0 MB
7. Cisco Network Programming (IOS)/18. Troubleshooting Guidelines.mp4 56.9 MB
21. Bonus #10 Parsing Configuration Files/6. Parsing Arista Configuration Files.mp4 51.5 MB
22. Bonus #11 Configuration Change Management/6. Configuration Change Management - Running The Code (Multivendor).mp4 51.4 MB
8. Juniper Network Programming (JunOS)/8. Configuring Devices - Script - Analyzing Possible Errors.mp4 47.9 MB
12. Bonus #1 Cisco Network Programming (IOS XE)/5. Configuring Devices - Script - Running The Code.vtt 45.9 MB
12. Bonus #1 Cisco Network Programming (IOS XE)/5. Configuring Devices - Script - Running The Code.mp4 45.9 MB
13. Bonus #2 Cisco Network Programming (IOS XR)/3. Reading Command Output - Script - Running The Code.mp4 44.6 MB
13. Bonus #2 Cisco Network Programming (IOS XR)/5. Configuring Devices - Script - Running The Code.mp4 43.9 MB
21. Bonus #10 Parsing Configuration Files/5. Parsing Juniper Configuration Files.mp4 43.5 MB
10. HP Network Programming (ProCurve OS)/3. Reading Command Output - Script - Explaining The Code.mp4 40.5 MB
20. Bonus #9 Working With Python And SNMP/7. Python And SNMP - Script - Explaining The Code.mp4 40.4 MB
6. Analyzing The Syntax For Remote Command Execution/4. Testing The Command Execution Classes.mp4 39.7 MB
8. Juniper Network Programming (JunOS)/7. Configuring Devices - Script - Explaining The Code.mp4 38.6 MB
21. Bonus #10 Parsing Configuration Files/3. Parsing Cisco Configuration Files - Part #1.mp4 38.0 MB
11. Avaya Network Programming (ERS OS)/3. Introducing My Own Avaya ERS Python Tool.mp4 37.4 MB
11. Avaya Network Programming (ERS OS)/7. Configuring Multiple Avaya ERS Switches Concurrently.mp4 37.2 MB
22. Bonus #11 Configuration Change Management/7. Configuration Change Management - Building A Schedule.mp4 37.0 MB
20. Bonus #9 Working With Python And SNMP/8. Python And SNMP - Script - Running The Code.mp4 36.7 MB

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【影视】 GetFreeCourses.Co-Udemy-Machine Learning & Data Science A-Z Hands-on Python 2021

收录时间:2021-07-07 文档个数:160 文档大小:7.2 GB 最近下载:2025-05-25 人气:1700 磁力链接

6. Supervised Learning - Regression/8. Random Forest Model Development.mp4 258.2 MB
5. Supervised Learning - Classification/1. Supervised Learning Models - Introduction and Understanding the Data.mp4 245.1 MB
5. Supervised Learning - Classification/4. k-NN Training-Set and Test-Set Creation.mp4 239.5 MB
3. Data Preprocessing/6. Missing Values2.mp4 230.0 MB
6. Supervised Learning - Regression/1. Simple and Multiple Linear Regression Concepts.mp4 222.5 MB
3. Data Preprocessing/3. Statistics2.mp4 217.6 MB
6. Supervised Learning - Regression/6. Polynomial Linear Regression Model Development.mp4 217.0 MB
2. Machine Learning Useful Packages (Libraries)/13. Visualization with Matplotlib2.mp4 215.2 MB
2. Machine Learning Useful Packages (Libraries)/11. Pandas4.mp4 212.9 MB
2. Machine Learning Useful Packages (Libraries)/14. Visualization with Matplotlib3.mp4 198.0 MB
3. Data Preprocessing/12. Normalization.mp4 195.9 MB
5. Supervised Learning - Classification/13. Model Evaluation - Calculating with Python.mp4 182.5 MB
6. Supervised Learning - Regression/4. Evaluation Metrics - Implementation.mp4 167.7 MB
3. Data Preprocessing/1. Reading and Modifying a Dataset.mp4 162.1 MB
2. Machine Learning Useful Packages (Libraries)/6. NumPy5.mp4 160.1 MB
7. Unsupervised Learning - Clustering Techniques/10. Hierarchical Clustering Model Development.mp4 153.0 MB
2. Machine Learning Useful Packages (Libraries)/15. Visualization with Matplotlib4.mp4 149.9 MB
5. Supervised Learning - Classification/3. k-NN Model Development.mp4 147.5 MB
2. Machine Learning Useful Packages (Libraries)/7. NumPy6.mp4 141.0 MB
8. Hyper Parameter Optimization (Model Tuning)/4. k-NN - Model Tuning.mp4 140.1 MB

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【影视】 [FreeCourseSite.com] Udemy - Blazor and Python Django Full Stack Web Development

收录时间:2021-09-03 文档个数:183 文档大小:4.2 GB 最近下载:2025-07-03 人气:1700 磁力链接

1. Blazor, Django & Mongo DB/4. Frontend Blazor.mp4 630.0 MB
2. Blazor, Django & SQL Server/4. Frontend Blazor.mp4 630.0 MB
5. Blazor, Django & SQLite/4. Frontend Blazor.mp4 630.0 MB
4. Blazor, Django & Postgre SQL/4. Frontend Blazor.mp4 629.9 MB
3. Blazor, Django & My SQL/4. Frontend Blazor.mp4 629.9 MB
5. Blazor, Django & SQLite/3. Backend Django and SQLite DB.mp4 188.8 MB
4. Blazor, Django & Postgre SQL/3. Backend Django and PostgreSQL.mp4 186.1 MB
1. Blazor, Django & Mongo DB/3. Backend Django and Mongo DB.mp4 185.9 MB
3. Blazor, Django & My SQL/3. Backend Django and MySQL.mp4 185.5 MB
2. Blazor, Django & SQL Server/3. Backend Django and SQL Server.mp4 181.9 MB
1. Blazor, Django & Mongo DB/2. Setup Environment.mp4 29.8 MB
2. Blazor, Django & SQL Server/2. Setup Environment.mp4 27.8 MB
5. Blazor, Django & SQLite/2. Setup Environment.mp4 25.4 MB
4. Blazor, Django & Postgre SQL/2. Setup Environment.mp4 24.7 MB
3. Blazor, Django & My SQL/2. Setup Environment.mp4 24.1 MB
2. Blazor, Django & SQL Server/1. Introduction.mp4 5.4 MB
4. Blazor, Django & Postgre SQL/1. Introduction.mp4 5.4 MB
5. Blazor, Django & SQLite/1. Introduction.mp4 5.4 MB
3. Blazor, Django & My SQL/1. Introduction.mp4 5.3 MB
1. Blazor, Django & Mongo DB/1. Introduction.mp4 5.2 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Decision tree models in Python

收录时间:2022-06-04 文档个数:26 文档大小:487.1 MB 最近下载:2025-06-09 人气:1700 磁力链接

~Get Your Files Here !/2. Decision trees/1. Introduction to decision trees.mp4 110.6 MB
~Get Your Files Here !/2. Decision trees/2. Decision trees in Python.mp4 82.7 MB
~Get Your Files Here !/3. Random forest/2. Random forest in Python.mp4 75.8 MB
~Get Your Files Here !/5. Gradient Boosting Decision Trees and XGBoost/3. XGBoost in Python.mp4 61.7 MB
~Get Your Files Here !/4. Extremely randomized trees/2. Extremely randomized trees in Python.mp4 60.2 MB
~Get Your Files Here !/5. Gradient Boosting Decision Trees and XGBoost/2. Gradient Boosting Decision Trees in Python.mp4 49.9 MB
~Get Your Files Here !/5. Gradient Boosting Decision Trees and XGBoost/1. Introduction to Gradient Boosting Decision Trees.mp4 19.6 MB
~Get Your Files Here !/3. Random forest/1. Introduction to random forest.mp4 13.2 MB
~Get Your Files Here !/4. Extremely randomized trees/1. Introduction to extremely randomized trees.mp4 13.1 MB
~Get Your Files Here !/2. Decision trees/1. Introduction to decision trees.srt 24.9 kB
~Get Your Files Here !/3. Random forest/2. Random forest in Python.srt 13.9 kB
~Get Your Files Here !/5. Gradient Boosting Decision Trees and XGBoost/3.1 XGBoost.ipynb 12.6 kB
~Get Your Files Here !/5. Gradient Boosting Decision Trees and XGBoost/2.1 Gradient Boosting.ipynb 12.6 kB
~Get Your Files Here !/4. Extremely randomized trees/2.1 Extremely randomized trees.ipynb 12.3 kB
~Get Your Files Here !/2. Decision trees/2. Decision trees in Python.srt 12.1 kB
~Get Your Files Here !/2. Decision trees/2.1 Decision trees.ipynb 12.1 kB
~Get Your Files Here !/3. Random forest/2.1 Random Forest.ipynb 11.7 kB
~Get Your Files Here !/5. Gradient Boosting Decision Trees and XGBoost/3. XGBoost in Python.srt 11.7 kB
~Get Your Files Here !/4. Extremely randomized trees/2. Extremely randomized trees in Python.srt 10.6 kB
~Get Your Files Here !/5. Gradient Boosting Decision Trees and XGBoost/2. Gradient Boosting Decision Trees in Python.srt 10.4 kB

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【影视】 Deep Learning Prerequisites The Numpy Stack in Python

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6. Appendix FAQ/3. Windows-Focused Environment Setup 2018.mp4 195.3 MB
6. Appendix FAQ/6. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
6. Appendix FAQ/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.1 MB
6. Appendix FAQ/8. What order should I take your courses in (part 2).mp4 39.4 MB
6. Appendix FAQ/2. Bonus Section on Machine Learning Basics.mp4 36.7 MB
3. Pandas/7. .values vs .as_matrix().mp4 34.9 MB
6. Appendix FAQ/7. What order should I take your courses in (part 1).mp4 30.7 MB
6. Appendix FAQ/5. Python 2 vs Python 3.mp4 20.0 MB
6. Appendix FAQ/1. Exercises.mp4 17.5 MB
4. Matplotlib/4. Plotting Images.mp4 12.8 MB
2. Numpy/7. More Matrix Operations.mp4 12.6 MB
2. Numpy/1. Lists vs. Arrays.mp4 11.2 MB
1. Introduction and Outline/1. What’s this course about How can you succeed What should you know first.mp4 10.6 MB
5. Scipy/5. Other Interesting Scipy Functions.mp4 10.5 MB
5. Scipy/1. Gaussian PDF and CDF.mp4 8.9 MB
3. Pandas/3. More about DataFrames Selecting Rows and Columns.mp4 8.6 MB
2. Numpy/2. Dot product 1 For loop vs. cosine method vs. dot function.mp4 8.6 MB
3. Pandas/1. Manual Data Loading.mp4 8.5 MB
1. Introduction and Outline/2. Where to get the code (and how to install libraries).mp4 7.9 MB
5. Scipy/3. Sampling from a Gaussian Distribution (Spherical and Axis-aligned Elliptical).mp4 7.9 MB

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06 Conclusion/053 Extra Prac Numerical Uncertainty on Sales.mp4 173.1 MB
06 Conclusion/049 Extra Introduction to Gaussian Proccesses.mp4 159.8 MB
04 Probability/033 Empirical Distributions - Practical Example.mp4 131.5 MB
05 Hypothesis Testing/040 Basic Tests.mp4 108.9 MB
06 Conclusion/052 Extra Prac Diagnosing Diabetes.mp4 101.1 MB
05 Hypothesis Testing/041 Basic Tests Example - Asteroid Impacts.mp4 98.8 MB
04 Probability/035 Sampling Distributions - Practical Example.mp4 93.4 MB
04 Probability/034 Introduction to Sampling and the Central Limit Theorem.mp4 90.5 MB
02 Exploring Data Analysis/008 Loading Data - Practical Example.mp4 89.9 MB
02 Exploring Data Analysis/009 Dataset Preparation - Practical Example.mp4 83.9 MB
02 Exploring Data Analysis/020 ND Scatter Probability - Practical Example.mp4 82.4 MB
02 Exploring Data Analysis/017 ND Scatter Matrix - Practical Example.mp4 78.7 MB
02 Exploring Data Analysis/010 Dealing with Outliers - Practical Example.mp4 76.7 MB
05 Hypothesis Testing/045 Comparing Distributions - Kolmogorow-Smirnow and Anderson-Darling Tests.mp4 74.2 MB
04 Probability/030 Introduction to Probability Distributions.mp4 72.0 MB
02 Exploring Data Analysis/012 1D Histograms - Practical Example.mp4 69.5 MB
06 Conclusion/047 Conclusion.mp4 68.4 MB
02 Exploring Data Analysis/019 2D Histograms Contours and KDE - Practical Example.mp4 67.1 MB
03 Characterising/027 Multivariate Distributions - Practical Example.mp4 66.3 MB
03 Characterising/023 Mean Median Mode - Practical Example.mp4 64.5 MB

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~Get Your Files Here !/48 - Configuration (optional)/007 Anaconda installation - Linux.mp4 58.7 MB
~Get Your Files Here !/48 - Configuration (optional)/004 Google Colab - Intro.mp4 46.8 MB
~Get Your Files Here !/48 - Configuration (optional)/005 Anaconda installation - Windows 10.mp4 35.1 MB
~Get Your Files Here !/48 - Configuration (optional)/003 Google Colab + GitHub.mp4 22.4 MB
~Get Your Files Here !/48 - Configuration (optional)/008 Spyder.mp4 17.4 MB
~Get Your Files Here !/48 - Configuration (optional)/006 Introduction to Spyder.mp4 17.4 MB
~Get Your Files Here !/48 - Configuration (optional)/002 Google Colab + Google Drive.mp4 12.0 MB
~Get Your Files Here !/48 - Configuration (optional)/004 Google Colab - Intro_en.vtt 8.1 kB
~Get Your Files Here !/45 - Exercises 281-290/010 Solution 290.html 5.6 kB
~Get Your Files Here !/45 - Exercises 281-290/009 Solution 289.html 5.1 kB
~Get Your Files Here !/45 - Exercises 281-290/008 Solution 288.html 4.8 kB
~Get Your Files Here !/45 - Exercises 281-290/007 Solution 287.html 4.4 kB
~Get Your Files Here !/48 - Configuration (optional)/005 Anaconda installation - Windows 10_en.vtt 4.3 kB
~Get Your Files Here !/48 - Configuration (optional)/007 Anaconda installation - Linux_en.vtt 4.3 kB
~Get Your Files Here !/45 - Exercises 281-290/006 Solution 286.html 4.2 kB
~Get Your Files Here !/48 - Configuration (optional)/003 Google Colab + GitHub_en.vtt 4.0 kB
~Get Your Files Here !/45 - Exercises 281-290/005 Solution 285.html 3.8 kB
~Get Your Files Here !/48 - Configuration (optional)/006 Introduction to Spyder_en.vtt 3.4 kB
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06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning.mp4 66.6 MB
05 Recommender Systems/041 [Activity] Making Movie Recommendations to People.mp4 66.3 MB
07 Dealing with Real-World Data/052 [Activity] Cleaning web log data.mp4 63.1 MB
06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT.mp4 56.7 MB
10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning.mp4 56.3 MB
06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set.mp4 55.9 MB
03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4 52.4 MB
02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation.mp4 52.2 MB
02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability.mp4 52.0 MB
02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib.mp4 51.7 MB
10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground.mp4 51.4 MB
05 Recommender Systems/039 [Activity] Finding Movie Similarities.mp4 50.8 MB
04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4 50.1 MB
07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4 48.1 MB
05 Recommender Systems/042 [Exercise] Improve the recommender's results.mp4 48.1 MB
02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation.mp4 47.8 MB
12 You made it!/088 More to Explore.mp4 47.3 MB
05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities.mp4 46.1 MB
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