udemy data science -移花宫 -武林禁地，闲人禁止入内

[FreeCourseSite.com] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included

26. Presenting for Data Scientists/4. Intro dissection - recap.mp4 358.5 MB
20. Handling errors during ETL (Phases 1 & 2)/12. How to analyze the error files.mp4 344.7 MB
27. Homework Solutions/3. ETL Error Handling (Phases 1 and 2).mp4 342.2 MB
27. Homework Solutions/4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4 301.8 MB
20. Handling errors during ETL (Phases 1 & 2)/8. SSIS Error Data truncation.mp4 280.5 MB
20. Handling errors during ETL (Phases 1 & 2)/6. What do you do when your source file is corrupt (Part 1).mp4 269.7 MB
27. Homework Solutions/6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4 242.6 MB
26. Presenting for Data Scientists/5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4 241.7 MB
13. Assessing your model/4. How to build a CAP curve in Excel.mp4 223.4 MB
22. ETL Phase 3 Data Wrangling after the load/11. Create the proc for the second file.mp4 217.0 MB
23. Handling errors during ETL (Phase 3)/3. Upload the data to RAW table.mp4 207.4 MB
26. Presenting for Data Scientists/7. How to present to executives.mp4 207.1 MB
25. Working with people/6. The art of saying No.mp4 206.0 MB
22. ETL Phase 3 Data Wrangling after the load/16. What you can do with these tables going forward [drv files etc.].mp4 199.0 MB
10. Multiple Linear Regression/8. Backward Elimination - Practice time.mp4 196.0 MB
25. Working with people/8. Building a data culture.mp4 194.2 MB
26. Presenting for Data Scientists/10. Bonus my full presentation LIVE 2015.mp4 188.3 MB
27. Homework Solutions/5. ETL Error Handling Vehicle Service Project (Part 2 of 3).mp4 181.9 MB
12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.mp4 179.7 MB
10. Multiple Linear Regression/10. Interpreting coefficients of MLR.mp4 176.9 MB

[磁力链接] 添加时间:2024-01-03 大小:15.9 GB 最近下载:2025-08-20 热度:1910

[FreeCourseSite.com] Udemy - Machine Learning and Data Science Hands-on with Python and R

2. Machine Learning with Tensorflow for Beginners/41. Title of the Plot.vtt 180.9 MB
2. Machine Learning with Tensorflow for Beginners/107. Tensorflow-Playground.mp4 143.3 MB
2. Machine Learning with Tensorflow for Beginners/14. Getting started with Anaconda.mp4 142.8 MB
10. Natural Language Processing (NLP) Tutorials/6. Replacing Contractions.mp4 141.6 MB
12. Machine Learning with R/108. Average of Quarter Denationalization.mp4 133.1 MB
12. Machine Learning with R/55. Creating a Graph for Kmeans Clustering.mp4 132.8 MB
3. Machine Learning Project #1 - Shipping and Time Estimation/8. Assigning a Training Set.mp4 131.3 MB
12. Machine Learning with R/54. Example of Kmeans Dataset.mp4 128.6 MB
12. Machine Learning with R/126. More on Rstudio in Market Analysis.mp4 128.5 MB
12. Machine Learning with R/85. R Type Model.mp4 127.2 MB
4. Machine Learning Project #2 - Supply Chain-Demand Trends Analysis/3. Checking the Function Argument.mp4 127.1 MB
2. Machine Learning with Tensorflow for Beginners/79. Numeric Hosing Data.mp4 126.1 MB
3. Machine Learning Project #1 - Shipping and Time Estimation/13. Normalization and Discretization.mp4 125.3 MB
12. Machine Learning with R/117. Example of Dataset Boosting in Gradient Continues.mp4 118.7 MB
2. Machine Learning with Tensorflow for Beginners/58. Grid.mp4 116.2 MB
2. Machine Learning with Tensorflow for Beginners/19. Arrays.mp4 115.7 MB
13. BIP - Business Intelligence Publisher using Siebel/8. Showing Report Views on Application.mp4 115.4 MB
2. Machine Learning with Tensorflow for Beginners/52. Pairplot.mp4 115.1 MB
2. Machine Learning with Tensorflow for Beginners/23. Universal Functions.mp4 114.9 MB
12. Machine Learning with R/101. Forecasting Using Stock Price.mp4 114.2 MB

[磁力链接] 添加时间:2021-04-13 大小:33.1 GB 最近下载:2025-08-18 热度:1907

[ DevCourseWeb.com ] Udemy - Data Science Innovations - Advanced Methods, Interactive Labs

~Get Your Files Here !/1. Introduction to Advanced Data Science/7. Install the Jupyter-notebook in the linux from Basics.mp4 113.6 MB
~Get Your Files Here !/1. Introduction to Advanced Data Science/9. Jupyter-notebook introduction___ how to use it, how to run it from basics.mp4 56.5 MB
~Get Your Files Here !/1. Introduction to Advanced Data Science/10. What is Variable in the python from Basics.mp4 52.2 MB
~Get Your Files Here !/1. Introduction to Advanced Data Science/8. install jupyter with python in linux with the help of pip command.mp4 48.9 MB
~Get Your Files Here !/9. Recommendation Systems/2. Advanced Collaborative Filtering Techniques for Recommendation Systems.html 20.9 kB
~Get Your Files Here !/2. Mastering Data Analysis Techniques/5. Advanced Pattern Recognition Techniques for Data Analysis and Anomaly Detection.html 19.1 kB
~Get Your Files Here !/24. Meta-Learning and AutoML/5. Exploring Meta-Learning and AutoML Challenges, Opportunities, and Future Implic.html 18.4 kB
~Get Your Files Here !/19. Anomaly Detection/3. Optimizing Anomaly Detection Models Fine-Tuning for Precision.html 16.5 kB
~Get Your Files Here !/9. Recommendation Systems/1. Mastering Recommendation Systems Personalized Content Delivery.html 16.2 kB
~Get Your Files Here !/8. Natural Language Processing (NLP)/1. Advanced Natural Language Processing Foundations and Concepts for Data Science.html 16.2 kB
~Get Your Files Here !/21. Reinforcement Learning/2. Reinforcement Learning Markov Decision Processes for Sequential Decision-Making.html 15.3 kB
~Get Your Files Here !/5. Model Evaluation and Optimization/4. Understanding the Bias-Variance Tradeoff in Data Science Achieving Optimal Mode.html 15.1 kB
~Get Your Files Here !/23. Explainable AI (XAI)/2. Interpretable Models in Machine Learning A Comprehensive Overview.html 14.9 kB
~Get Your Files Here !/22. Big Data Analytics with Spark/3. Simplifying Big Data Querying and Analysis with Spark SQL and DataFrames.html 14.6 kB
~Get Your Files Here !/24. Meta-Learning and AutoML/1. Meta-Learning Fundamentals Building Adaptive Models for Efficient Learning.html 14.5 kB
~Get Your Files Here !/18. Time Series Analysis and Forecasting/1. Mastering Time Series Analysis Foundations, Fundamentals, and Predictive Modeli.html 14.5 kB
~Get Your Files Here !/19. Anomaly Detection/2. Advanced Fraud Detection with Anomaly Detection Techniques Strategies and Best.html 14.5 kB
~Get Your Files Here !/17. Advanced Feature Engineering/1. Mastering Feature Engineering Unlocking the Power of Data Insights.html 14.3 kB
~Get Your Files Here !/5. Model Evaluation and Optimization/5. Advanced Model Optimization Fine-tuning Machine Learning Models for Optimal Per.html 14.2 kB
~Get Your Files Here !/4. Essential Machine Learning Algorithms/4. Ensemble Learning Boosting and Bagging for Improved Predictions.html 14.1 kB

[磁力链接] 添加时间:2024-02-18 大小:272.3 MB 最近下载:2025-08-13 热度:1896

[FreeTutorials.Us] Udemy - data-science-and-machine-learning-with-python-hands-on

01 Getting Started/001 Introduction.mp4 29.1 MB
01 Getting Started/001 Introduction-subtitle-en.srt 5.0 kB
01 Getting Started/002 [Activity] Getting What You Need.mp4 10.0 MB
01 Getting Started/002 [Activity] Getting What You Need-subtitle-en.srt 4.9 kB
01 Getting Started/003 [Activity] Installing Enthought Canopy.mp4 42.5 MB
01 Getting Started/003 [Activity] Installing Enthought Canopy-subtitle-en.srt 9.7 kB
01 Getting Started/004 Python Basics_ Part 1.mp4 46.1 MB
01 Getting Started/004 Python Basics_ Part 1-subtitle-en.srt 34.5 kB
01 Getting Started/005 [Activity] Python Basics_ Part 2.mp4 29.8 MB
01 Getting Started/005 [Activity] Python Basics_ Part 2-subtitle-en.srt 20.3 kB
01 Getting Started/006 Running Python Scripts.mp4 22.6 MB
01 Getting Started/006 Running Python Scripts-subtitle-en.srt 8.8 kB
01 Getting Started/007 Introducing the Pandas Library.mp4 45.4 MB
01 Getting Started/007 Introducing the Pandas Library-subtitle-en.srt 18.4 kB
01 Getting Started/external_links.txt 146 Bytes
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data.mp4 35.8 MB
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data-subtitle-en.srt 15.8 kB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode.mp4 29.5 MB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode-subtitle-en.srt 12.6 kB
02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python.mp4 40.9 MB

[磁力链接] 添加时间:2018-01-30 大小:3.3 GB 最近下载:2025-08-19 热度:1895

Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science

Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part02.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part05.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part04.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part03.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part11.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part09.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part07.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part10.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part06.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part01.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part08.rar 2.1 GB
Udemy.Machine.Learning.de.A.a.la.Z.R.y.Python.para.Data Science.part12.rar 985.1 MB

[磁力链接] 添加时间:2021-03-13 大小:24.6 GB 最近下载:2025-08-19 热度:1858

[FreeCourseSite.com] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included

01 Get Excited/001 Welcome to Data Science A-ZTM.mp4 36.5 MB
02 What is Data Science/002 Intro what you will learn in this section.mp4 8.1 MB
02 What is Data Science/003 Profession of the future.mp4 28.2 MB
02 What is Data Science/004 Areas of Data Science.mp4 20.1 MB
02 What is Data Science/005 IMPORTANT Course Pathways.mp4 19.5 MB
02 What is Data Science/006 BONUS Success Story.html 1.9 kB
03 --Part 1 Visualisation--/007 Welcome to Part 1.mp4 31.9 MB
04 Introduction to Tableau/008 Intro what you will learn in this section.mp4 14.0 MB
04 Introduction to Tableau/009 Installing Tableau Desktop and Tableau Public FREE.mp4 44.0 MB
04 Introduction to Tableau/010 Challenge description view data in file.mp4 22.2 MB
04 Introduction to Tableau/011 Connecting Tableau to a Data file - CSV file.mp4 26.1 MB
04 Introduction to Tableau/012 Navigating Tableau - Measures and Dimensions.mp4 26.4 MB
04 Introduction to Tableau/013 Creating a calculated field.mp4 24.4 MB
04 Introduction to Tableau/014 Adding colours.mp4 27.2 MB
04 Introduction to Tableau/015 Adding labels and formatting.mp4 43.7 MB
04 Introduction to Tableau/016 Exporting your worksheet.mp4 39.2 MB
04 Introduction to Tableau/017 Section Recap.mp4 5.9 MB
04 Introduction to Tableau/quizzes/001 Tableau Basics.html 4.7 kB
05 How to use Tableau for Data Mining/018 Intro what you will learn in this section.mp4 13.9 MB
05 How to use Tableau for Data Mining/019 Get the Dataset Project Overview.mp4 25.2 MB

[磁力链接] 添加时间:2018-05-04 大小:9.2 GB 最近下载:2025-08-19 热度:1827

[DesireCourse.Com] Udemy - Data Science Deep Learning in Python

[DesireCourse.Com] Udemy - Data Science Deep Learning in Python.zip 581.0 MB
[DesireCourse.Com].txt 828 Bytes
[DesireCourse.Com].url 51 Bytes

[磁力链接] 添加时间:2018-11-28 大小:581.0 MB 最近下载:2025-08-17 热度:1824

[FreeCourseSite.com] Udemy - The Data Science Course 2022 Complete Data Science Bootcamp

16 - Statistics - Practical Example Descriptive Statistics/001 Practical Example Descriptive Statistics.mp4 157.5 MB
12 - Probability - Distributions/015 A Practical Example of Probability Distributions.mp4 145.0 MB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference.mp4 131.6 MB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4 110.6 MB
40 - Part 6 Mathematics/011 Why is Linear Algebra Useful.mp4 90.4 MB
35 - Advanced Statistical Methods - Practical Example Linear Regression/001 Practical Example Linear Regression (Part 1).mp4 89.0 MB
03 - The Field of Data Science - Connecting the Data Science Disciplines/001 Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 86.0 MB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis.mp4 84.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4 78.4 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 Business Case Preprocessing.mp4 78.0 MB
51 - Deep Learning - Business Case Example/004 Business Case Preprocessing the Data.mp4 77.4 MB
19 - Statistics - Practical Example Inferential Statistics/001 Practical Example Inferential Statistics.mp4 72.4 MB
06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.mp4 70.0 MB
56 - Software Integration/003 Taking a Closer Look at APIs.mp4 68.5 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4 66.9 MB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4 64.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4 63.4 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/001 Business Case Getting Acquainted with the Dataset.mp4 63.2 MB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints.mp4 61.7 MB
08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions.mp4 60.7 MB

[磁力链接] 添加时间:2024-07-08 大小:9.0 GB 最近下载:2025-08-18 热度:1823

[DesireCourse.Com] Udemy - Data Science Practical Deep Learning in Theano + TensorFlow

09 Project Facial Expression Recognition/028 Class-Based ANN in Theano.mp4 46.1 MB
10 Appendix/031 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 46.0 MB
09 Project Facial Expression Recognition/029 Class-Based ANN in TensorFlow.mp4 39.2 MB
07 GPU Speedup Homework and Other Misc Topics/018 Setting up a GPU Instance on Amazon Web Services.mp4 26.9 MB
10 Appendix/032 How to Code by Yourself part 1.mp4 25.7 MB
06 TensorFlow/017 Building a neural network in TensorFlow.mp4 25.0 MB
08 Modern Regularization Techniques/023 Dropout Regularization.mp4 23.8 MB
05 Theano/015 Building a neural network in Theano.mp4 22.8 MB
09 Project Facial Expression Recognition/025 Facial Expression Recognition Problem Description.mp4 22.5 MB
05 Theano/014 Theano Basics Variables Functions Expressions Optimization.mp4 20.3 MB
06 TensorFlow/016 TensorFlow Basics Variables Functions Expressions Optimization.mp4 17.9 MB
10 Appendix/033 How to Code by Yourself part 2.mp4 15.5 MB
03 Momentum and adaptive learning rates/008 Code for training a neural network using momentum.mp4 15.3 MB
02 Gradient Descent Full vs Batch vs Stochastic/006 Full vs Batch vs Stochastic Gradient Descent in code.mp4 14.7 MB
04 Choosing Hyperparameters/012 Grid Search in Code.mp4 14.4 MB
09 Project Facial Expression Recognition/027 Utilities walkthrough.mp4 14.1 MB
01 Outline the MNIST dataset and Linear Logistic Regression Benchmark/004 Where to get the MNIST dataset and Establishing a Linear Benchmark.mp4 11.7 MB
03 Momentum and adaptive learning rates/010 Constant learning rate vs. RMSProp in Code.mp4 11.5 MB
09 Project Facial Expression Recognition/026 The class imbalance problem.mp4 10.6 MB
07 GPU Speedup Homework and Other Misc Topics/022 Theano vs. TensorFlow.mp4 9.6 MB

[磁力链接] 添加时间:2021-05-13 大小:509.8 MB 最近下载:2025-08-19 热度:1817

[FreeCourseLab.com] Udemy - Statistics for Data Science using Python

1. Introduction/1. Introduction to Data Science.mp4 44.0 MB
2. Calculating Mode/1. Calculating Mode.mp4 54.8 MB
2. Calculating Mode/2. Calculating Dispersion Measures.mp4 44.9 MB
2. Calculating Mode/3. Histogram Calculation.mp4 65.2 MB
2. Calculating Mode/4. Correlation Function.mp4 57.6 MB
2. Calculating Mode/5. Basic Concept of Statistics.mp4 31.6 MB
2. Calculating Mode/6. Pandas Data Frame.mp4 38.6 MB
3. Basic Techniques/1. Basic Reveration Techniques.mp4 62.3 MB
3. Basic Techniques/2. Using Numphy Techniques.mp4 58.7 MB
3. Basic Techniques/3. Summation of Elements.mp4 77.2 MB
4. Testing Method/1. Hypothetical Testing Method.mp4 54.5 MB
4. Testing Method/2. Differences in Numphy Package.mp4 49.9 MB
4. Testing Method/3. Calculating the Denominator.mp4 58.1 MB
5. Exclusive Events/1. Using Exclusive Events.mp4 56.9 MB
5. Exclusive Events/2. Finding the Measurement.mp4 60.4 MB
5. Exclusive Events/3. Implementing Test Scenarios.mp4 55.8 MB
6. Statistics for Data Science/1. Ordinary Least Square Regression Techniques.mp4 42.5 MB
6. Statistics for Data Science/2. Analyzing the Test Statistics.mp4 38.1 MB
6. Statistics for Data Science/3. Output of the Variables.mp4 60.5 MB
6. Statistics for Data Science/4. Multiple Explanatory Variables.mp4 70.0 MB

[磁力链接] 添加时间:2018-11-05 大小:1.4 GB 最近下载:2025-08-19 热度:1813

[ FreeCourseWeb.com ] Udemy - Data Science - Hands-on Diabetes Prediction with Pyspark MLlib.zip

[ FreeCourseWeb.com ] Udemy - Data Science - Hands-on Diabetes Prediction with Pyspark MLlib.zip 362.0 MB

[磁力链接] 添加时间:2021-06-11 大小:362.0 MB 最近下载:2025-08-20 热度:1807

[FreeCourseSite.com] Udemy - The Data Science Course 2022 Complete Data Science Bootcamp

12 - Probability - Distributions/015 A Practical Example of Probability Distributions.mp4 145.0 MB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference.mp4 131.6 MB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4 110.6 MB
40 - Part 6_ Mathematics/011 Why is Linear Algebra Useful_.mp4 90.4 MB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/001 Practical Example_ Linear Regression (Part 1).mp4 89.0 MB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis.mp4 84.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4 78.4 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/004 Business Case_ Preprocessing.mp4 78.0 MB
51 - Deep Learning - Business Case Example/004 Business Case_ Preprocessing the Data.mp4 77.4 MB
56 - Software Integration/003 Taking a Closer Look at APIs.mp4 68.5 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4 66.9 MB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4 64.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4 63.4 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/001 Business Case_ Getting Acquainted with the Dataset.mp4 63.2 MB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints_.mp4 61.7 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/006 Creating a Data Provider.mp4 59.0 MB
02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords_ Why are there so Many_.mp4 57.4 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/003 Checking the Content of the Data Set.mp4 56.9 MB
18 - Statistics - Inferential Statistics_ Confidence Intervals/002 Confidence Intervals; Population Variance Known; Z-score.mp4 54.7 MB
51 - Deep Learning - Business Case Example/001 Business Case_ Exploring the Dataset and Identifying Predictors.mp4 53.9 MB

[磁力链接] 添加时间:2022-01-30 大小:8.4 GB 最近下载:2025-07-25 热度:1801

[FreeCourseSite.com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

01 Welcome to the course/001 Applications of Machine Learning.mp4 10.3 MB
01 Welcome to the course/002 Why Machine Learning is the Future.mp4 15.2 MB
01 Welcome to the course/003 Installing R and R Studio MAC Windows.mp4 24.3 MB
01 Welcome to the course/004 Installing Python and Anaconda MAC Windows.mp4 25.1 MB
01 Welcome to the course/005 BONUS Meet your instructors.html 1.4 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/006 Welcome to Part 1 - Data Preprocessing.mp4 3.7 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/007 Get the dataset.mp4 22.2 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/008 Importing the Libraries.mp4 14.2 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/009 Importing the Dataset.mp4 30.0 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/011 Missing Data.mp4 41.2 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/012 Categorical Data.mp4 55.4 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/013 Splitting the Dataset into the Training set and Test set.mp4 53.4 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/014 Feature Scaling.mp4 46.8 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/015 And here is our Data Preprocessing Template.mp4 27.1 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/quizzes/001 Data Preprocessing.html 4.7 kB
03 ------------------------------ Part 2 Regression ------------------------------/016 Welcome to Part 2 - Regression.html 1.1 kB
04 Simple Linear Regression/017 How to get the dataset.mp4 12.3 MB
04 Simple Linear Regression/018 Dataset Business Problem Description.mp4 8.1 MB
04 Simple Linear Regression/019 Simple Linear Regression Intuition - Step 1.mp4 11.0 MB
04 Simple Linear Regression/020 Simple Linear Regression Intuition - Step 2.mp4 6.3 MB

[磁力链接] 添加时间:2018-03-03 大小:7.2 GB 最近下载:2025-08-19 热度:1779

GetFreeCourses.Co-Udemy-Complete 2022 Data Science & Machine Learning Bootcamp

04 - Introduction to Optimisation and the Gradient Descent Algorithm/007 [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 240.6 MB
12 - Serving a Tensorflow Model through a Website/014 Calculating the Centre of Mass and Shifting the Image.mp4 220.7 MB
05 - Predict House Prices with Multivariable Linear Regression/031 Build a Valuation Tool (Part 3) Docstrings & Creating your own Python Module.mp4 210.7 MB
10 - Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/012 Model Evaluation and the Confusion Matrix.mp4 202.6 MB
04 - Introduction to Optimisation and the Gradient Descent Algorithm/009 Understanding the Learning Rate.mp4 199.4 MB
03 - Python Programming for Data Science and Machine Learning/008 [Python] - Module Imports.mp4 195.9 MB
12 - Serving a Tensorflow Model through a Website/007 Loading a Tensorflow.js Model and Starting your own Server.mp4 183.9 MB
05 - Predict House Prices with Multivariable Linear Regression/014 Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.mp4 183.7 MB
10 - Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/010 Use the Model to Make Predictions.mp4 182.3 MB
11 - Use Tensorflow to Classify Handwritten Digits/012 Different Model Architectures Experimenting with Dropout.mp4 182.3 MB
12 - Serving a Tensorflow Model through a Website/009 Styling an HTML Canvas.mp4 181.1 MB
12 - Serving a Tensorflow Model through a Website/010 Drawing on an HTML Canvas.mp4 167.0 MB
12 - Serving a Tensorflow Model through a Website/016 Adding the Game Logic.mp4 165.9 MB
10 - Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/009 Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4 159.9 MB
04 - Introduction to Optimisation and the Gradient Descent Algorithm/010 How to Create 3-Dimensional Charts.mp4 159.4 MB
08 - Test and Evaluate a Naive Bayes Classifier Part 3/006 Visualising the Decision Boundary.mp4 156.7 MB
12 - Serving a Tensorflow Model through a Website/013 Resizing and Adding Padding to Images.mp4 155.0 MB
08 - Test and Evaluate a Naive Bayes Classifier Part 3/011 A Naive Bayes Implementation using SciKit Learn.mp4 152.8 MB
04 - Introduction to Optimisation and the Gradient Descent Algorithm/008 [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 152.3 MB
03 - Python Programming for Data Science and Machine Learning/013 How to Make Sense of Python Documentation for Data Visualisation.mp4 144.8 MB

[磁力链接] 添加时间:2023-12-20 大小:13.5 GB 最近下载:2025-08-14 热度:1758

[ FreeCourseWeb.com ] Udemy - Machine Learning & Data Science Bootcamp with R & Python (07 - 2021)

~Get Your Files Here !/11 Kaggle - Covid 19- Classification (Chest X-ray.) - Covid-19 & Pneumonia/001 Demo - [without voice].mp4 449.1 MB
~Get Your Files Here !/07 Convolutional Neural Networks - CNN/001 How to Develop a CNN From Scratch for CIFAR-10 Photo Classification.mp4 415.1 MB
~Get Your Files Here !/04 Machine Learning - Supervised Learning/002 Univariate Linear regression Part 2.mp4 298.5 MB
~Get Your Files Here !/04 Machine Learning - Supervised Learning/003 Multivariate Linear Regression.mp4 222.1 MB
~Get Your Files Here !/05 Machine Learning - Unsupervised Learning - Clustering/005 K-Means clustering - Code walkthrough with Theory & Practical.mp4 157.3 MB
~Get Your Files Here !/04 Machine Learning - Supervised Learning/004 Logistic regression.mp4 157.1 MB
~Get Your Files Here !/11 Kaggle - Covid 19- Classification (Chest X-ray.) - Covid-19 & Pneumonia/002 Demonstration with Step by step Guidance [With voice].mp4 141.8 MB
~Get Your Files Here !/04 Machine Learning - Supervised Learning/001 Univariate Linear regression Part 1.mp4 141.1 MB
~Get Your Files Here !/04 Machine Learning - Supervised Learning/005 Naive Bayes Classifier.mp4 130.6 MB
~Get Your Files Here !/06 Implementing a ANN with R programming _ R Studio/001 Implementing a ANN with R programming _ R Studio.mp4 126.8 MB
~Get Your Files Here !/05 Machine Learning - Unsupervised Learning - Clustering/001 Clustering _ Lecture Part 1.mp4 93.8 MB
~Get Your Files Here !/01 Introduction/007 Classification _ Definition.mp4 88.7 MB
~Get Your Files Here !/01 Introduction/003 What is Machine Learning.mp4 84.8 MB
~Get Your Files Here !/02 Setting up the Environment for Machine Learning - R language and R studio/001 Installing R and R studio.mp4 79.6 MB
~Get Your Files Here !/05 Machine Learning - Unsupervised Learning - Clustering/003 What is clustering in Machine Learning.mp4 73.0 MB
~Get Your Files Here !/03 Setting up the Environment for Machine Learning - Python & Anaconda/001 Installing Python and Pycharm IDE.mp4 49.4 MB
~Get Your Files Here !/01 Introduction/005 Steps to Solve a Data Mining & Machine Learning Problem.mp4 48.4 MB
~Get Your Files Here !/01 Introduction/001 Why we need Data Mining & Machine Learning.mp4 45.3 MB
~Get Your Files Here !/01 Introduction/008 Clustering _ Definition.mp4 38.9 MB
~Get Your Files Here !/03 Setting up the Environment for Machine Learning - Python & Anaconda/002 Setting up the Environment _ Anaconda.mp4 38.1 MB

[磁力链接] 添加时间:2024-04-20 大小:3.0 GB 最近下载:2025-08-16 热度:1750

GetFreeCourses.Co-Udemy-Machine Learning & Data Science Foundations Masterclass.zip

GetFreeCourses.Co-Udemy-Machine Learning & Data Science Foundations Masterclass.zip 1.1 GB

[磁力链接] 添加时间:2021-03-07 大小:1.1 GB 最近下载:2025-08-17 热度:1744

[ FreeCourseWeb.com ] Udemy - R Programming for Statistics and Data Science.zip

[ FreeCourseWeb.com ] Udemy - R Programming for Statistics and Data Science.zip 1.8 GB

[磁力链接] 添加时间:2021-04-04 大小:1.8 GB 最近下载:2025-08-17 热度:1743

[FreeCourseWorld.Com] Udemy - Python A-Z™ Python For Data Science With Real Exercises!

06 Advanced Visualization/059 BONUS Building Dashboards in Python.mp4 111.1 MB
06 Advanced Visualization/060 BONUS Styling Tips.mp4 95.1 MB
05 Data Frames/043 Filtering a Data Frame.mp4 92.4 MB
05 Data Frames/041 Subsetting dataframes in Pandas.mp4 75.7 MB
04 Matrices/028 Building Your First Matrix.mp4 74.6 MB
04 Matrices/029 Dictionaries in Python.mp4 73.5 MB
06 Advanced Visualization/061 BONUS Finishing Touches.mp4 69.0 MB
06 Advanced Visualization/053 Stacked histograms in Python.mp4 60.3 MB
05 Data Frames/047 Keyword Arguments in Python (advanced tutorial).mp4 59.6 MB
04 Matrices/034 Advanced Function Design.mp4 59.5 MB
07 Homework Solutions/072 THANK YOU bonus video.mp4 54.8 MB
06 Advanced Visualization/057 Creating a Facet Grid.mp4 54.3 MB
07 Homework Solutions/067 Homework Solution Section 4 Basketball Free Throws.mp4 54.0 MB
06 Advanced Visualization/055 Working with Subplots().mp4 52.3 MB
04 Matrices/033 Creating Your First Function.mp4 50.9 MB
05 Data Frames/045 Introduction to Seaborn.mp4 49.1 MB
05 Data Frames/044 Using .at() and .iat() (advanced tutorial).mp4 46.0 MB
02 Core Programming Principles/005 Updates on Udemy Reviews.mp4 45.5 MB
05 Data Frames/042 Basic operations with a Data Frame.mp4 44.5 MB
04 Matrices/035 Basketball Insights.mp4 43.5 MB

[磁力链接] 添加时间:2021-03-11 大小:2.5 GB 最近下载:2025-08-18 热度:1740

[GigaCourse.Com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass

23 Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4 218.8 MB
05 Pandas/028 Pandas Project Exercise Solutions.mp4 181.0 MB
13 Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4 152.6 MB
08 Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three.mp4 143.9 MB
17 Random Forests/007 Coding Classification with Random Forest Classifier - Part Two.mp4 136.7 MB
05 Pandas/026 Pandas Pivot Tables.mp4 135.0 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/007 DBSCAN - Outlier Project Exercise Solutions.mp4 134.2 MB
11 Feature Engineering and Data Preparation/003 Dealing with Outliers.mp4 126.5 MB
11 Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows.mp4 123.3 MB
16 Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model.mp4 121.5 MB
23 Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4 120.4 MB
07 Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4 116.5 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition.mp4 114.4 MB
20 Naive Bayes Classification and Natural Language Processing (Supervised Learning)/010 Text Classification Project Exercise Solutions.mp4 113.3 MB
22 K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two.mp4 113.1 MB
08 Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two.mp4 111.4 MB
06 Matplotlib/011 Matplotlib Exercise Questions - Solutions.mp4 111.0 MB
07 Seaborn Data Visualizations/014 Seaborn Plot Exercises Solutions.mp4 110.8 MB
11 Feature Engineering and Data Preparation/006 Dealing with Missing Data _ Part 3 - Fixing data based on Columns.mp4 110.4 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/005 DBSCAN - Hyperparameter Tuning Methods.mp4 110.2 MB

[磁力链接] 添加时间:2022-01-28 大小:11.3 GB 最近下载:2025-08-19 热度:1733

[GigaCourse.Com] Udemy - The Data Science Course Complete Data Science Bootcamp

16 - Statistics - Practical Example Descriptive Statistics/001 Practical Example Descriptive Statistics.mp4 157.5 MB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference.mp4 145.9 MB
12 - Probability - Distributions/015 A Practical Example of Probability Distributions.mp4 144.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4 112.6 MB
40 - Part 6 Mathematics/011 Why is Linear Algebra Useful.mp4 92.7 MB
35 - Advanced Statistical Methods - Practical Example Linear Regression/001 Practical Example Linear Regression (Part 1).mp4 88.8 MB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis.mp4 87.6 MB
64 - Appendix - Working with Text Files in Python/018 Importing Data from .json Files.mp4 85.9 MB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4 84.5 MB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4 79.8 MB
64 - Appendix - Working with Text Files in Python/013 Importing .csv Files - Part III.mp4 78.7 MB
51 - Deep Learning - Business Case Example/004 Business Case Preprocessing the Data.mp4 77.4 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4 73.2 MB
19 - Statistics - Practical Example Inferential Statistics/001 Practical Example Inferential Statistics.mp4 72.3 MB
56 - Software Integration/003 Taking a Closer Look at APIs.mp4 70.3 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 Business Case Preprocessing.mp4 66.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4 65.1 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/001 Business Case Getting Acquainted with the Dataset.mp4 63.2 MB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints.mp4 63.2 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/016 Classifying the Various Reasons for Absence.mp4 62.1 MB

[磁力链接] 添加时间:2023-12-18 大小:9.9 GB 最近下载:2025-08-18 热度:1722