data science -移花宫 -武林禁地，闲人禁止入内

[GigaCourse.Com] Udemy - The Data Science Course Complete Data Science Bootcamp 2023

11 - Probability Bayesian Inference/51 - A Practical Example of Bayesian Inference.mp4 313.5 MB
12 - Probability Distributions/66 - A Practical Example of Probability Distributions.mp4 297.5 MB
16 - Statistics Practical Example Descriptive Statistics/93 - Practical Example Descriptive Statistics.mp4 259.3 MB
35 - Advanced Statistical Methods Practical Example Linear Regression/224 - Practical Example Linear Regression Part 1.mp4 184.7 MB
5 - The Field of Data Science Popular Data Science Techniques/11 - Techniques for Working with Traditional Data.mp4 173.6 MB
64 - Appendix Working with Text Files in Python/505 - Importing Data from json Files.mp4 167.5 MB
58 - Case Study Preprocessing the Absenteeismdata/420 - Obtaining Dummies from a Single Feature.mp4 159.1 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/393 - Business Case Preprocessing.mp4 153.4 MB
51 - Deep Learning Business Case Example/354 - Business Case Preprocessing the Data.mp4 152.2 MB
3 - The Field of Data Science Connecting the Data Science Disciplines/9 - Applying Traditional Data Big Data BI Traditional Data Science and ML.mp4 141.2 MB
19 - Statistics Practical Example Inferential Statistics/118 - Practical Example Inferential Statistics.mp4 140.5 MB
6 - The Field of Data Science Popular Data Science Tools/22 - Necessary Programming Languages and Software Used in Data Science.mp4 138.5 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/390 - Business Case Getting Acquainted with the Dataset.mp4 130.7 MB
58 - Case Study Preprocessing the Absenteeismdata/425 - Classifying the Various Reasons for Absence.mp4 128.6 MB
10 - Probability Combinatorics/39 - A Practical Example of Combinatorics.mp4 126.7 MB
58 - Case Study Preprocessing the Absenteeismdata/412 - Checking the Content of the Data Set.mp4 121.7 MB
40 - Part 6 Mathematics/281 - Why is Linear Algebra Useful.mp4 118.9 MB
5 - The Field of Data Science Popular Data Science Techniques/17 - Techniques for Working with Traditional Methods.mp4 118.2 MB
64 - Appendix Working with Text Files in Python/502 - Importing Data with loadtxt and genfromtxt.mp4 116.3 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/395 - Creating a Data Provider.mp4 115.6 MB

[磁力链接] 添加时间:2023-12-21 大小:17.4 GB 最近下载:2025-06-01 热度:4579

[FreeCourseSite.com] Udemy - Data Science AZ™ RealLife Data Science Exercises Included

[FreeCourseSite.com] Udemy - Data Science AZ™ RealLife Data Science Exercises Included.part1.rar 3.2 GB
[FreeCourseSite.com] Udemy - Data Science AZ™ RealLife Data Science Exercises Included.part2.rar 3.0 GB

[磁力链接] 添加时间:2023-12-26 大小:6.2 GB 最近下载:2024-09-20 热度:56

[FreeCourseSite.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:2023-12-27 大小:9.9 GB 最近下载:2025-05-31 热度:10256

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

[FreeCourseSite.com] Udemy - The Data Science Course 2022 Complete Data Science Bootcamp.part1.rar 5.4 GB
[FreeCourseSite.com] Udemy - The Data Science Course 2022 Complete Data Science Bootcamp.part2.rar 2.6 GB

[磁力链接] 添加时间:2023-12-27 大小:7.9 GB 最近下载:2025-05-31 热度:5857

[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:2025-06-01 热度:1681

GetFreeCourses.Co-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:2024-01-15 大小:15.9 GB 最近下载:2025-05-20 热度:211

[GigaCourse.Com] Udemy - The Data Science Course 2021 Complete Data Science Bootcamp

16. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.mp4 168.2 MB
12. Probability - Distributions/29. A Practical Example of Probability Distributions.mp4 165.5 MB
11. Probability - Bayesian Inference/22. A Practical Example of Bayesian Inference.mp4 152.2 MB
40. Part 6 Mathematics/16. Why is Linear Algebra Useful.mp4 151.3 MB
5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.mp4 145.0 MB
10. Probability - Combinatorics/20. A Practical Example of Combinatorics.mp4 140.8 MB
3. The Field of Data Science - Connecting the Data Science Disciplines/1. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 133.0 MB
5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.mp4 131.2 MB
56. Software Integration/5. Taking a Closer Look at APIs.mp4 121.2 MB
5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.mp4 117.1 MB
2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.mp4 114.3 MB
56. Software Integration/3. What are Data Connectivity, APIs, and Endpoints.mp4 109.1 MB
6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.mp4 108.5 MB
55. Appendix Deep Learning - TensorFlow 1 Business Case/4. Business Case Preprocessing.mp4 108.4 MB
19. Statistics - Practical Example Inferential Statistics/1. Practical Example Inferential Statistics.mp4 107.6 MB
5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.mp4 104.2 MB
13. Probability - Probability in Other Fields/1. Probability in Finance.mp4 103.9 MB
35. Advanced Statistical Methods - Practical Example Linear Regression/1. Practical Example Linear Regression (Part 1).mp4 101.8 MB
20. Statistics - Hypothesis Testing/1. Null vs Alternative Hypothesis.mp4 96.5 MB
5. The Field of Data Science - Popular Data Science Techniques/7. Business Intelligence (BI) Techniques.mp4 94.3 MB

[磁力链接] 添加时间:2024-02-08 大小:16.4 GB 最近下载:2025-05-26 热度:285

[GigaCourse.Com] Udemy - The Data Science Course Complete Data Science Bootcamp 2023

11 - Probability Bayesian Inference/51 - A Practical Example of Bayesian Inference.mp4 313.5 MB
12 - Probability Distributions/66 - A Practical Example of Probability Distributions.mp4 297.5 MB
16 - Statistics Practical Example Descriptive Statistics/93 - Practical Example Descriptive Statistics.mp4 259.3 MB
35 - Advanced Statistical Methods Practical Example Linear Regression/224 - Practical Example Linear Regression Part 1.mp4 184.7 MB
5 - The Field of Data Science Popular Data Science Techniques/11 - Techniques for Working with Traditional Data.mp4 173.6 MB
64 - Appendix Working with Text Files in Python/505 - Importing Data from json Files.mp4 167.5 MB
58 - Case Study Preprocessing the Absenteeismdata/420 - Obtaining Dummies from a Single Feature.mp4 159.1 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/393 - Business Case Preprocessing.mp4 153.4 MB
51 - Deep Learning Business Case Example/354 - Business Case Preprocessing the Data.mp4 152.2 MB
3 - The Field of Data Science Connecting the Data Science Disciplines/9 - Applying Traditional Data Big Data BI Traditional Data Science and ML.mp4 141.2 MB
19 - Statistics Practical Example Inferential Statistics/118 - Practical Example Inferential Statistics.mp4 140.5 MB
6 - The Field of Data Science Popular Data Science Tools/22 - Necessary Programming Languages and Software Used in Data Science.mp4 138.5 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/390 - Business Case Getting Acquainted with the Dataset.mp4 130.7 MB
58 - Case Study Preprocessing the Absenteeismdata/425 - Classifying the Various Reasons for Absence.mp4 128.6 MB
10 - Probability Combinatorics/39 - A Practical Example of Combinatorics.mp4 126.7 MB
58 - Case Study Preprocessing the Absenteeismdata/412 - Checking the Content of the Data Set.mp4 121.7 MB
40 - Part 6 Mathematics/281 - Why is Linear Algebra Useful.mp4 118.9 MB
5 - The Field of Data Science Popular Data Science Techniques/17 - Techniques for Working with Traditional Methods.mp4 118.2 MB
64 - Appendix Working with Text Files in Python/502 - Importing Data with loadtxt and genfromtxt.mp4 116.3 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/395 - Creating a Data Provider.mp4 115.6 MB

[磁力链接] 添加时间:2024-03-17 大小:17.4 GB 最近下载:2025-05-22 热度:642

Data Science - Full archive with 320+ Data Science Posts 580+ Pages

Data Science - Full archive with 320+ Data Science Posts 580+ Pages.pdf 114.6 MB
Get Latest Books & Magazines.html 142 Bytes
Get More Books & Magazines.....txt 56 Bytes

[磁力链接] 添加时间:2024-06-25 大小:114.6 MB 最近下载:2025-05-31 热度:5938

[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:2025-06-01 热度:1742

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

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
20. Handling errors during ETL (Phases 1 & 2)/12. How to analyze the error files.mp4 222.3 MB
27. Homework Solutions/3. ETL Error Handling (Phases 1 and 2).mp4 222.2 MB
26. Presenting for Data Scientists/4. Intro dissection - recap.mp4 213.4 MB
27. Homework Solutions/4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4 205.9 MB
20. Handling errors during ETL (Phases 1 & 2)/8. SSIS Error Data truncation.mp4 182.0 MB
27. Homework Solutions/6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4 161.7 MB
26. Presenting for Data Scientists/5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4 157.2 MB
13. Assessing your model/4. How to build a CAP curve in Excel.mp4 153.2 MB
22. ETL Phase 3 Data Wrangling after the load/11. Create the proc for the second file.mp4 146.6 MB
23. Handling errors during ETL (Phase 3)/3. Upload the data to RAW table.mp4 141.9 MB
10. Multiple Linear Regression/7. Backward Elimination - Practice time.mp4 138.1 MB
22. ETL Phase 3 Data Wrangling after the load/16. What you can do with these tables going forward [drv files etc.].mp4 131.1 MB
10. Multiple Linear Regression/8. Using Adjusted R-squared to create Robust models.mp4 130.7 MB
10. Multiple Linear Regression/9. Interpreting coefficients of MLR.mp4 128.1 MB
26. Presenting for Data Scientists/10. Bonus my full presentation LIVE 2015.mp4 125.1 MB
12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.mp4 125.0 MB
26. Presenting for Data Scientists/7. How to present to executives.mp4 124.4 MB
25. Working with people/6. The art of saying No.mp4 123.6 MB
14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).mp4 122.2 MB

[磁力链接] 添加时间:2025-02-20 大小:11.3 GB 最近下载:2025-05-11 热度:76

[FreeCourseSite.com] Udemy - Data Science Mastery Complete Data Science Bootcamp 2025

12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/101 - Day 6 SequencetoSequence Models and Applications.mp4 678.3 MB
6 - Week 5 Introduction to Machine Learning/50 - Day 3 Advanced Regression Models Polynomial Regression and Regularization.mp4 516.8 MB
2 - Week 1 Python Programming Basics/22 - Day 7 Pythonic Code and Project Work.mp4 505.3 MB
11 - Week 10 Convolutional Neural Networks CNNs/94 - Day 7 CNN Project Image Classification on Fashion MNIST or CIFAR10.mp4 430.2 MB
10 - Week 9 Neural Networks and Deep Learning Fundamentals/85 - Day 6 Building Neural Networks with PyTorch.mp4 409.5 MB
9 - Week 8 Model Tuning and Optimization/74 - Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4 407.4 MB
12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/96 - Day 1 Introduction to Sequence Modeling and RNNs.mp4 395.6 MB
5 - Week 4 Probability and Statistics for Machine Learning/46 - Day 7 Statistical Analysis Project Analyzing RealWorld Data.mp4 350.9 MB
11 - Week 10 Convolutional Neural Networks CNNs/88 - Day 1 Introduction to Convolutional Neural Networks.mp4 345.3 MB
3 - Week 2 Data Science Essentials/29 - Day 6 Data Visualization with Matplotlib and Seaborn.mp4 331.8 MB
12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/97 - Day 2 Understanding RNN Architecture and Backpropagation Through Time BPTT.mp4 313.3 MB
10 - Week 9 Neural Networks and Deep Learning Fundamentals/83 - Day 4 Gradient Descent and Optimization Techniques.mp4 303.5 MB
4 - Week 3 Mathematics for Machine Learning/36 - Day 5 Probability Theory and Distributions.mp4 296.2 MB
9 - Week 8 Model Tuning and Optimization/77 - Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4 287.9 MB
13 - Week 12 Transformers and Attention Mechanisms/106 - Day 3 SelfAttention and MultiHead Attention in Transformers.mp4 284.1 MB
13 - Week 12 Transformers and Attention Mechanisms/109 - Day 6 Advanced Transformers BERT Variants and GPT3.mp4 282.3 MB
14 - Week 13 Transfer Learning and FineTuning/113 - Day 2 Transfer Learning in Computer Vision.mp4 278.7 MB
13 - Week 12 Transformers and Attention Mechanisms/108 - Day 5 HandsOn with PreTrained Transformers BERT and GPT.mp4 276.4 MB
3 - Week 2 Data Science Essentials/30 - Day 7 Exploratory Data Analysis EDA Project.mp4 274.3 MB
8 - Week 7 Advanced Machine Learning Algorithms/68 - Day 5 LightGBM and CatBoost.mp4 271.3 MB

[磁力链接] 添加时间:2025-02-22 大小:25.4 GB 最近下载:2025-05-31 热度:1144

Udemy - Data Science Mastery Complete Data Science Bootcamp 2025

12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/101 - Day 6 SequencetoSequence Models and Applications.mp4 678.3 MB
6 - Week 5 Introduction to Machine Learning/50 - Day 3 Advanced Regression Models Polynomial Regression and Regularization.mp4 516.8 MB
2 - Week 1 Python Programming Basics/22 - Day 7 Pythonic Code and Project Work.mp4 505.3 MB
11 - Week 10 Convolutional Neural Networks CNNs/94 - Day 7 CNN Project Image Classification on Fashion MNIST or CIFAR10.mp4 430.2 MB
10 - Week 9 Neural Networks and Deep Learning Fundamentals/85 - Day 6 Building Neural Networks with PyTorch.mp4 409.5 MB
9 - Week 8 Model Tuning and Optimization/74 - Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4 407.4 MB
12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/96 - Day 1 Introduction to Sequence Modeling and RNNs.mp4 395.6 MB
5 - Week 4 Probability and Statistics for Machine Learning/46 - Day 7 Statistical Analysis Project Analyzing RealWorld Data.mp4 350.9 MB
11 - Week 10 Convolutional Neural Networks CNNs/88 - Day 1 Introduction to Convolutional Neural Networks.mp4 345.3 MB
3 - Week 2 Data Science Essentials/29 - Day 6 Data Visualization with Matplotlib and Seaborn.mp4 331.8 MB
12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/97 - Day 2 Understanding RNN Architecture and Backpropagation Through Time BPTT.mp4 313.3 MB
10 - Week 9 Neural Networks and Deep Learning Fundamentals/83 - Day 4 Gradient Descent and Optimization Techniques.mp4 303.5 MB
4 - Week 3 Mathematics for Machine Learning/36 - Day 5 Probability Theory and Distributions.mp4 296.2 MB
9 - Week 8 Model Tuning and Optimization/77 - Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4 287.9 MB
13 - Week 12 Transformers and Attention Mechanisms/106 - Day 3 SelfAttention and MultiHead Attention in Transformers.mp4 284.1 MB
13 - Week 12 Transformers and Attention Mechanisms/109 - Day 6 Advanced Transformers BERT Variants and GPT3.mp4 282.3 MB
14 - Week 13 Transfer Learning and FineTuning/113 - Day 2 Transfer Learning in Computer Vision.mp4 278.7 MB
13 - Week 12 Transformers and Attention Mechanisms/108 - Day 5 HandsOn with PreTrained Transformers BERT and GPT.mp4 276.4 MB
3 - Week 2 Data Science Essentials/30 - Day 7 Exploratory Data Analysis EDA Project.mp4 274.3 MB
8 - Week 7 Advanced Machine Learning Algorithms/68 - Day 5 LightGBM and CatBoost.mp4 271.3 MB

[磁力链接] 添加时间:2025-03-20 大小:25.4 GB 最近下载:2025-05-31 热度:826

Udemy - The Data Science Course Complete Data Science Bootcamp 2025 (12.2024)

11. Probability - Bayesian Inference/12. A Practical Example of Bayesian Inference.mp4 146.0 MB
12. Probability - Distributions/15. A Practical Example of Probability Distributions.mp4 145.0 MB
16. Statistics - Practical Example Descriptive Statistics/01. Practical Example Descriptive Statistics.mp4 136.9 MB
05. The Field of Data Science - Popular Data Science Techniques/01. Techniques for Working with Traditional Data.mp4 112.4 MB
42. Part 6 Mathematics/11. Why is Linear Algebra Useful.mp4 92.8 MB
35. Advanced Statistical Methods - Practical Example Linear Regression/01. Practical Example Linear Regression (Part 1).mp4 88.9 MB
03. The Field of Data Science - Connecting the Data Science Disciplines/01. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 87.6 MB
06. The Field of Data Science - Popular Data Science Tools/01. Necessary Programming Languages and Software Used in Data Science.mp4 86.4 MB
10. Probability - Combinatorics/11. A Practical Example of Combinatorics.mp4 84.6 MB
05. The Field of Data Science - Popular Data Science Techniques/07. Techniques for Working with Traditional Methods.mp4 79.7 MB
57. Appendix Deep Learning - TensorFlow 1 Business Case/04. Business Case Preprocessing.mp4 78.0 MB
53. Deep Learning - Business Case Example/04. Business Case Preprocessing the Data.mp4 77.4 MB
60. Case Study - Preprocessing the 'Absenteeism_data'/11. Obtaining Dummies from a Single Feature.mp4 73.1 MB
05. The Field of Data Science - Popular Data Science Techniques/10. Types of Machine Learning.mp4 72.8 MB
19. Statistics - Practical Example Inferential Statistics/01. Practical Example Inferential Statistics.mp4 72.4 MB
05. The Field of Data Science - Popular Data Science Techniques/03. Techniques for Working with Big Data.mp4 65.1 MB
57. Appendix Deep Learning - TensorFlow 1 Business Case/01. Business Case Getting Acquainted with the Dataset.mp4 63.2 MB
58. Software Integration/02. What are Data Connectivity, APIs, and Endpoints.mp4 63.1 MB
08. The Field of Data Science - Debunking Common Misconceptions/01. Debunking Common Misconceptions.mp4 61.7 MB
57. Appendix Deep Learning - TensorFlow 1 Business Case/06. Creating a Data Provider.mp4 59.0 MB

[磁力链接] 添加时间:2025-04-30 大小:9.8 GB 最近下载:2025-05-31 热度:540

The Data Science Course Complete Data Science Bootcamp 2025 (Dec-2024)

11. Probability - Bayesian Inference/12. A Practical Example of Bayesian Inference.mp4 146.0 MB
12. Probability - Distributions/15. A Practical Example of Probability Distributions.mp4 145.0 MB
16. Statistics - Practical Example Descriptive Statistics/01. Practical Example Descriptive Statistics.mp4 136.9 MB
05. The Field of Data Science - Popular Data Science Techniques/01. Techniques for Working with Traditional Data.mp4 112.4 MB
42. Part 6 Mathematics/11. Why is Linear Algebra Useful.mp4 92.8 MB
35. Advanced Statistical Methods - Practical Example Linear Regression/01. Practical Example Linear Regression (Part 1).mp4 88.9 MB
03. The Field of Data Science - Connecting the Data Science Disciplines/01. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 87.6 MB
06. The Field of Data Science - Popular Data Science Tools/01. Necessary Programming Languages and Software Used in Data Science.mp4 86.4 MB
10. Probability - Combinatorics/11. A Practical Example of Combinatorics.mp4 84.6 MB
05. The Field of Data Science - Popular Data Science Techniques/07. Techniques for Working with Traditional Methods.mp4 79.7 MB
57. Appendix Deep Learning - TensorFlow 1 Business Case/04. Business Case Preprocessing.mp4 78.0 MB
53. Deep Learning - Business Case Example/04. Business Case Preprocessing the Data.mp4 77.4 MB
60. Case Study - Preprocessing the 'Absenteeism_data'/11. Obtaining Dummies from a Single Feature.mp4 73.1 MB
05. The Field of Data Science - Popular Data Science Techniques/10. Types of Machine Learning.mp4 72.8 MB
19. Statistics - Practical Example Inferential Statistics/01. Practical Example Inferential Statistics.mp4 72.4 MB
05. The Field of Data Science - Popular Data Science Techniques/03. Techniques for Working with Big Data.mp4 65.1 MB
57. Appendix Deep Learning - TensorFlow 1 Business Case/01. Business Case Getting Acquainted with the Dataset.mp4 63.2 MB
58. Software Integration/02. What are Data Connectivity, APIs, and Endpoints.mp4 63.1 MB
08. The Field of Data Science - Debunking Common Misconceptions/01. Debunking Common Misconceptions.mp4 61.7 MB
57. Appendix Deep Learning - TensorFlow 1 Business Case/06. Creating a Data Provider.mp4 59.0 MB

[磁力链接] 添加时间:2025-05-14 大小:9.9 GB 最近下载:2025-05-31 热度:635

[FreeTutorials.Us] sql-for-marketers-data-analytics-data-science-big-data

01 Why you should stop depending on engineers and learn SQL/001 Why you should stop depending on engineers and learn SQL.mp4 3.2 MB
01 Why you should stop depending on engineers and learn SQL/002 Outline of this course.mp4 3.0 MB
02 Survey of SQL databases and Installation of SQLite/003 Overview of SQL databases.mp4 5.9 MB
02 Survey of SQL databases and Installation of SQLite/004 Installing SQLite on Mac Linux and Windows.mp4 2.0 MB
03 What is a relational database Basic commands/005 Whats a relational database.mp4 1.9 MB
03 What is a relational database Basic commands/006 How to load the data used in this class.mp4 4.1 MB
03 What is a relational database Basic commands/007 Basic commands.mp4 2.0 MB
03 What is a relational database Basic commands/008 Querying a table.mp4 4.5 MB
03 What is a relational database Basic commands/009 Creating a table.mp4 2.4 MB
03 What is a relational database Basic commands/010 Modifying a tables structure.mp4 4.9 MB
04 Indexes and speed comparison/011 Speeding things up with indexes.mp4 5.4 MB
04 Indexes and speed comparison/012 Index Example in the Console.mp4 5.1 MB
05 Modifying a tables data/013 Insert Update Delete.mp4 5.7 MB
05 Modifying a tables data/014 What is CRUD.mp4 2.4 MB
06 Joining tables/015 Joining or Merging tables together.mp4 3.9 MB
06 Joining tables/016 Joins in the console.mp4 6.1 MB
07 Aggregating grouping and sorting. Real marketing queries/017 Count Distinct Sum Min Max Avg.mp4 2.1 MB
07 Aggregating grouping and sorting. Real marketing queries/018 Group by Sort Limit.mp4 3.7 MB
07 Aggregating grouping and sorting. Real marketing queries/019 Funnels YOY revenue and Sales by Location.mp4 9.2 MB
08 Advanced SQL on Spark/020 Spark SQL.mp4 14.6 MB

[磁力链接] 添加时间:2017-08-19 大小:133.7 MB 最近下载:2025-04-07 热度:881

[ FreeCourseWeb.com ] Oreilly - Data Science and Machine Learning Series- Data Visualization and Data Generation using Python and Matplotlib.zip

[ FreeCourseWeb.com ] Oreilly - Data Science and Machine Learning Series- Data Visualization and Data Generation using Python and Matplotlib.zip 425.6 MB

[磁力链接] 添加时间:2021-03-08 大小:425.6 MB 最近下载:2025-05-30 热度:3450

[ DevCourseWeb.com ] Udemy - Big Data Programming Languages and Big Data Vs Data Science

~Get Your Files Here !/004 Big Data Vs Data Science.mp4 77.7 MB
~Get Your Files Here !/005 Programming Languages in Big Data.mp4 67.3 MB
~Get Your Files Here !/003 Skills to become a Big Data Professional.mp4 48.8 MB
~Get Your Files Here !/006 Challenges of Big Data.mp4 25.7 MB
~Get Your Files Here !/002 Programming Language Concepts.mp4 21.3 MB
~Get Your Files Here !/001 Introduction.mp4 19.8 MB
~Get Your Files Here !/005 Programming Languages in Big Data_en.vtt 7.3 kB
~Get Your Files Here !/004 Big Data Vs Data Science_en.vtt 6.1 kB
~Get Your Files Here !/003 Skills to become a Big Data Professional_en.vtt 4.8 kB
~Get Your Files Here !/006 Challenges of Big Data_en.vtt 2.8 kB
~Get Your Files Here !/002 Programming Language Concepts_en.vtt 2.7 kB
~Get Your Files Here !/001 Introduction_en.vtt 2.1 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes

[磁力链接] 添加时间:2022-03-01 大小:260.5 MB 最近下载:2025-05-07 热度:1680

Lynda - Data Science Foundations: Data Mining

053 Text mining in RapidMiner.mp4 21.0 MB
028 Anomaly detection in Python.mp4 11.6 MB
048 Sequence mining in BigML - Part 2.mp4 10.3 MB
045 Sequence mining in R.mp4 14.0 MB
034 Association analysis in Python.mp4 5.5 MB
044 Sequence mining algorithms.mp4 7.6 MB
019 Classification goals.mp4 6.6 MB
032 Association analysis data.mp4 6.5 MB
006 Software prerequisites.mp4 12.3 MB
042 Regression analysis in RapidMiner.mp4 10.7 MB
024 Classification in KNIME.mp4 16.8 MB
046 Sequence mining in Python.mp4 10.4 MB
007 Goals of data reduction.mp4 10.4 MB
038 Regression analysis data.mp4 6.9 MB
049 Text mining goals.mp4 5.3 MB
004 Data mining prerequisites.mp4 6.0 MB
031 Association analysis goals.mp4 10.6 MB
050 Text mining algorithms.mp4 5.2 MB
018 Clustering in Orange.mp4 15.6 MB
037 Regression analysis goals.mp4 5.7 MB

[磁力链接] 添加时间:2017-02-08 大小:658.3 MB 最近下载:2025-05-31 热度:3584

Lynda.Data.Science.Foundations.Data.Mining

021 Classification in R.mp4 32.1 MB
002 Who should watch this course.mp4 1.8 MB
003 Exercise files.mp4 1.7 MB
004 Data mining prerequisites.mp4 6.0 MB
005 Algorithm prerequisites.mp4 6.0 MB
006 Software prerequisites.mp4 12.3 MB
007 Goals of data reduction.mp4 10.4 MB
008 Data for data reduction.mp4 8.2 MB
009 Data reduction in R.mp4 24.3 MB
010 Data reduction in Python.mp4 9.0 MB
011 Data reduction in Orange.mp4 10.4 MB
012 Data reduction in RapidMiner.mp4 20.6 MB
013 Clustering goals.mp4 6.4 MB
014 Clustering data.mp4 9.5 MB
015 Clustering in R.mp4 15.1 MB
016 Clustering in Python.mp4 7.0 MB
017 Clustering in BigML.mp4 31.1 MB
018 Clustering in Orange.mp4 15.6 MB
019 Classification goals.mp4 6.6 MB
020 Classification data.mp4 12.2 MB

[磁力链接] 添加时间:2017-02-12 大小:658.3 MB 最近下载:2025-03-13 热度:1210