udemy data science -移花宫 -武林禁地，闲人禁止入内

GetFreeCourses.Co-Udemy-Complete Machine Learning & Data Science Bootcamp 2023

9 - Scikitlearn Creating Machine Learning Models/114 - NEW Choosing The Right Model For Your Data.mp4 456.4 MB
5 - Data Science Environment Setup/40 - Windows Environment Setup 2.mp4 437.1 MB
9 - Scikitlearn Creating Machine Learning Models/137 - NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 430.1 MB
16 - Career Advice Extra Bits/268 - CWD Git Github.mp4 379.5 MB
9 - Scikitlearn Creating Machine Learning Models/104 - Typical scikitlearn Workflow.mp4 352.2 MB
9 - Scikitlearn Creating Machine Learning Models/105 - Optional Debugging Warnings In Jupyter.mp4 337.7 MB
16 - Career Advice Extra Bits/262 - What If I Dont Have Enough Experience.mp4 327.3 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/239 - Training Your Deep Neural Network.mp4 311.7 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/181 - Feature Engineering.mp4 305.0 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/241 - Make And Transform Predictions.mp4 292.6 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/182 - Turning Data Into Numbers.mp4 278.7 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 - Turning Data Into Batches 2.mp4 278.7 MB
5 - Data Science Environment Setup/37 - Mac Environment Setup.mp4 274.1 MB
9 - Scikitlearn Creating Machine Learning Models/147 - Putting It All Together.mp4 273.8 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/192 - Preproccessing Our Data.mp4 271.4 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/194 - Feature Importance.mp4 266.3 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/244 - Visualizing And Evaluate Model Predictions 2.mp4 266.0 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/179 - Exploring Our Data.mp4 263.6 MB
11 - Milestone Project 1 Supervised Learning Classification/160 - Finding Patterns 3.mp4 260.8 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/248 - Making Predictions On Test Images.mp4 257.0 MB

[磁力链接] 添加时间:2023-12-17 大小:31.4 GB 最近下载:2025-08-18 热度:15302

[ FreeCourseWeb.com ] Udemy - Data Science Mastery - 10-in-1 Data Interview Projects showoff

~Get Your Files Here !/11. Project 10 Houses Prices Prediction/2. 2. Housing Data Processing & Cleaning For ML Model..mp4 129.8 MB
~Get Your Files Here !/3. Project 2 Sentiment Analysis/2. 2. Text Preprocessing for Sentiment Analysis..mp4 114.2 MB
~Get Your Files Here !/11. Project 10 Houses Prices Prediction/1. 1. Introduction to House Prices Prediction..mp4 109.2 MB
~Get Your Files Here !/10. Project 9 Fraud Detection/3. 3. Advanced Techniques for Fraud Detection..mp4 108.0 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/3. 3. Data Visualization Techniques..mp4 101.7 MB
~Get Your Files Here !/3. Project 2 Sentiment Analysis/1. 1. Introduction to Sentiment Analysis & NLP..mp4 84.6 MB
~Get Your Files Here !/3. Project 2 Sentiment Analysis/3. 3. Feature Extraction for Sentiment Analysis..mp4 82.1 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 77.8 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/6. 6. Conclusion..mp4 69.8 MB
~Get Your Files Here !/4. Project 3 Predictive Modeling/5. 5. Deployment of The Predictive Models of The Titanic Dataset..mp4 64.4 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/1. 1. Visual Exploring of Google App Store Data..mp4 63.8 MB
~Get Your Files Here !/4. Project 3 Predictive Modeling/4. 4. Model Training and Hyperparameter Tuning of The Titanic Dataset..mp4 62.4 MB
~Get Your Files Here !/5. Project 4 Time Series Analysis/5. 5. Predicting Future Bitcoin Prices..mp4 56.0 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/5. 5. Data Storytelling..mp4 54.2 MB
~Get Your Files Here !/8. Project 7 Customer Churn Prediction/3. 3. Advanced Techniques for Churn Prediction..mp4 53.5 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/4. 4. Statistical Analysis and Hypothesis Testing..mp4 52.2 MB
~Get Your Files Here !/5. Project 4 Time Series Analysis/4. 4. Building and Evaluating Forecasting Models..mp4 50.7 MB
~Get Your Files Here !/9. Project 8 Cats vs Dogs Image Classification/4. 4. Creating and Validating Model using CNN..mp4 48.4 MB
~Get Your Files Here !/2. Project 1 Exploratory Data Analysis/2. 2. Data Cleaning and Preprocessing of Google App Store Data..mp4 48.4 MB
~Get Your Files Here !/10. Project 9 Fraud Detection/2. 2. Model Building for Fraud Detection..mp4 44.7 MB

[磁力链接] 添加时间:2024-03-08 大小:2.5 GB 最近下载:2025-08-18 热度:4553

[ FreeCourseWeb.com ] Udemy - Alteryx - Data Science with Alteryx.zip

[ FreeCourseWeb.com ] Udemy - Alteryx - Data Science with Alteryx.zip 453.2 MB

[磁力链接] 添加时间:2021-03-07 大小:453.2 MB 最近下载:2025-08-18 热度:301

[FTU] Udemy - The Data Science Course 2019 Complete Data Science Bootcamp

16. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.mp4 168.2 MB
40. Part 6 Mathematics/16. Why is Linear Algebra Useful.mp4 151.3 MB
10. Combinatorics/20. A Practical Example of Combinatorics.mp4 140.7 MB
5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.mp4 131.2 MB
5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.mp4 129.5 MB
53. Software Integration/5. Taking a Closer Look at APIs.mp4 121.2 MB
20. Statistics - Hypothesis Testing/4. Rejection Region and Significance Level.mp4 118.1 MB
2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.mp4 114.3 MB
53. Software Integration/3. What are Data Connectivity, APIs, and Endpoints.mp4 109.1 MB
51. Deep Learning - Business Case Example/4. Business Case Preprocessing.mp4 108.4 MB
19. Statistics - Practical Example Inferential Statistics/1. Practical Example Inferential Statistics.mp4 107.7 MB
5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.mp4 104.2 MB
13. 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
12. Probability Distributions/3. Types of Probability Distributions.mp4 96.8 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
51. Deep Learning - Business Case Example/1. Business Case Getting acquainted with the dataset.mp4 91.9 MB
58. Case Study - Analyzing the Predicted Outputs in Tableau/4. Analyzing Reasons vs Probability in Tableau.mp4 91.1 MB
36. Advanced Statistical Methods - Logistic Regression/3. Logistic vs Logit Function.mp4 90.7 MB

[磁力链接] 添加时间:2021-03-08 大小:14.7 GB 最近下载:2025-08-18 热度:5218

[ DevCourseWeb.com ] Udemy - Data Science Case Study - Real-World Machine Learning Project

~Get Your Files Here !/1 - Introduction/1 - Californian House Price Prediction.mp4 625.0 MB
~Get Your Files Here !/2 - Extra Learning Material for Machine Learning/2 - What is Machine Learning.html 2.7 kB
~Get Your Files Here !/2 - Extra Learning Material for Machine Learning/4 - Linear Regression in Python.html 2.5 kB
~Get Your Files Here !/2 - Extra Learning Material for Machine Learning/3 - Short Linear Regression Explanation.html 2.3 kB
~Get Your Files Here !/3 - Bonus Section/5 - Bonus Lecture.html 2.0 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:2024-05-24 大小:625.0 MB 最近下载:2025-08-18 热度:3451

Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)

2 - Matrix and Vector Derivatives/3 -Quadratic Form (pt 1).mp4 191.6 MB
3 - Optimization Techniques/3 -Gradient Descent (One Dimension).mp4 182.5 MB
2 - Matrix and Vector Derivatives/7 -Exercise Gaussian.mp4 178.6 MB
4 - Setting Up Your Environment (AppendixFAQ by Student Request)/3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 154.3 MB
2 - Matrix and Vector Derivatives/10 -Chain Rule Generalized.mp4 147.5 MB
2 - Matrix and Vector Derivatives/12 -Left and Right Inverse as Optimization Problems.mp4 143.9 MB
3 - Optimization Techniques/8 -Exercise Code Preparation.mp4 127.0 MB
3 - Optimization Techniques/6 -Newton's Method (Multiple Dimensions).mp4 122.9 MB
5 - Effective Learning Strategies (AppendixFAQ by Student Request)/5 -What order should I take your courses in (part 2).mp4 110.9 MB
5 - Effective Learning Strategies (AppendixFAQ by Student Request)/3 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 108.5 MB
2 - Matrix and Vector Derivatives/9 -Chain Rule in Matrix Form.mp4 104.2 MB
5 - Effective Learning Strategies (AppendixFAQ by Student Request)/2 -Can YouTube Teach Me Calculus (Optional).mp4 91.0 MB
3 - Optimization Techniques/9 -Gradient Descent and Newton's Method in Python.mp4 83.7 MB
2 - Matrix and Vector Derivatives/8 -Chain Rule.mp4 83.6 MB
5 - Effective Learning Strategies (AppendixFAQ by Student Request)/4 -What order should I take your courses in (part 1).mp4 81.7 MB
5 - Effective Learning Strategies (AppendixFAQ by Student Request)/1 -Math Order for Machine Learning & Data Science.mp4 79.2 MB
3 - Optimization Techniques/5 -Newton's Method (One Dimension).mp4 76.6 MB
3 - Optimization Techniques/2 -Second Derivative Test in Multiple Dimensions.mp4 73.5 MB
3 - Optimization Techniques/7 -Exercise Newton's Method for Least Squares.mp4 73.0 MB
4 - Setting Up Your Environment (AppendixFAQ by Student Request)/5 -How to use Github & Extra Coding Tips (Optional).mp4 71.6 MB

[磁力链接] 添加时间:2025-07-01 大小:3.0 GB 最近下载:2025-08-18 热度:627

Udemy - Python for Machine Learning & Data Science Masterclass (9.2021)

23 - Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4 219.4 MB
05 - Pandas/028 Pandas Project Exercise Solutions.mp4 180.9 MB
13 - Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4 169.1 MB
08 - Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three.mp4 144.1 MB
17 - Random Forests/007 Coding Classification with Random Forest Classifier - Part Two.mp4 136.7 MB
19 - Supervised Learning Capstone Project - Cohort Analysis and Tree Based Methods/003 Solution Walkthrough - Supervised Learning Project - Cohort Analysis.mp4 136.5 MB
05 - Pandas/026 Pandas Pivot Tables.mp4 135.4 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/007 DBSCAN - Outlier Project Exercise Solutions.mp4 134.1 MB
25 - PCA - Principal Component Analysis and Manifold Learning/007 PCA - Project Exercise Solution.mp4 125.3 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 121.4 MB
23 - Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4 120.6 MB
19 - Supervised Learning Capstone Project - Cohort Analysis and Tree Based Methods/004 Solution Walkthrough - Supervised Learning Project - Tree Models.mp4 119.8 MB
07 - Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4 116.7 MB
08 - Data Analysis and Visualization Capstone Project Exercise/002 Capstone Project Solutions - Part One.mp4 116.0 MB
26 - Model Deployment/003 Model Persistence.mp4 115.1 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition.mp4 114.4 MB
22 - K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two.mp4 113.5 MB
08 - Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two.mp4 111.3 MB
19 - Supervised Learning Capstone Project - Cohort Analysis and Tree Based Methods/002 Solution Walkthrough - Supervised Learning Project - Data and EDA.mp4 111.3 MB

[磁力链接] 添加时间:2025-08-02 大小:12.3 GB 最近下载:2025-08-18 热度:57

GetFreeCourses.Me-Udemy-Complete Machine Learning and Data Science Zero to Mastery

5. Data Science Environment Setup/8. Windows Environment Setup 2.mp4 238.7 MB
9. Scikit-learn Creating Machine Learning Models/7. Typical scikit-learn Workflow.mp4 199.4 MB
9. Scikit-learn Creating Machine Learning Models/8. Optional Debugging Warnings In Jupyter.mp4 184.7 MB
17. Career Advice + Extra Bits/9. CWD Git + Github.mp4 184.7 MB
9. Scikit-learn Creating Machine Learning Models/38. Tuning Hyperparameters.mp4 184.1 MB
17. Career Advice + Extra Bits/3. What If I Don_t Have Enough Experience.mp4 168.8 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/7. Feature Engineering.mp4 166.9 MB
9. Scikit-learn Creating Machine Learning Models/44. Putting It All Together.mp4 166.0 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/8. Turning Data Into Numbers.mp4 153.3 MB
5. Data Science Environment Setup/5. Mac Environment Setup.mp4 151.4 MB
9. Scikit-learn Creating Machine Learning Models/14. Choosing The Right Model For Your Data.mp4 150.2 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/19. Feature Importance.mp4 149.2 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/17. Preproccessing Our Data.mp4 146.1 MB
11. Milestone Project 1 Supervised Learning (Binary Classification)/9. Finding Patterns 3.mp4 144.6 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/5. Exploring Our Data.mp4 144.5 MB
9. Scikit-learn Creating Machine Learning Models/13. Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4 143.5 MB
9. Scikit-learn Creating Machine Learning Models/11. Getting Your Data Ready Convert Data To Numbers.mp4 141.6 MB
17. Career Advice + Extra Bits/11. Contributing To Open Source.mp4 136.6 MB
11. Milestone Project 1 Supervised Learning (Binary Classification)/20. Finding The Most Important Features.mp4 133.7 MB
5. Data Science Environment Setup/6. Mac Environment Setup 2.mp4 131.6 MB

[磁力链接] 添加时间:2021-03-07 大小:14.2 GB 最近下载:2025-08-18 热度:1580

Udemy - Data Science Supervised Machine Learning in Python (11.2024)

9 - Setting Up Your Environment FAQ by Student Request/43 - Anaconda Environment Setup.mp4 324.0 MB
9 - Setting Up Your Environment FAQ by Student Request/44 - How to install Numpy Scipy Matplotlib and SciKit Learn.mp4 201.3 MB
11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/52 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4 142.9 MB
11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/51 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4 141.4 MB
10 - Extra Help With Python Coding for Beginners FAQ by Student Request/47 - Proof that using Jupyter Notebook is the same as not using it.mp4 113.7 MB
10 - Extra Help With Python Coding for Beginners FAQ by Student Request/45 - How to Code by Yourself part 1.mp4 98.1 MB
1 - Introduction and Review/3 - Where to get the Code and Data.mp4 64.2 MB
11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/50 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced.mp4 63.1 MB
4 - Decision Trees/28 - Decision Tree in Code.mp4 55.1 MB
3 - Naive Bayes and Bayes Classifiers/14 - Bayes Classifier Intuition Continuous.mp4 53.1 MB
3 - Naive Bayes and Bayes Classifiers/16 - Naive Bayes.mp4 49.7 MB
12 - Appendix FAQ Finale/54 - BONUS.mp4 45.2 MB
1 - Introduction and Review/1 - Introduction and Outline.mp4 40.8 MB
5 - Perceptrons/31 - Perceptron for MNIST and XOR.mp4 39.9 MB
5 - Perceptrons/29 - Perceptron Concepts.mp4 39.4 MB
3 - Naive Bayes and Bayes Classifiers/19 - NonNaive Bayes.mp4 37.0 MB
6 - Practical Machine Learning/37 - SciKit Learn.mp4 35.2 MB
3 - Naive Bayes and Bayes Classifiers/15 - Bayes Classifier Intuition Discrete.mp4 32.9 MB
2 - KNearest Neighbor/7 - KNN in Code with MNIST.mp4 31.9 MB
10 - Extra Help With Python Coding for Beginners FAQ by Student Request/46 - How to Code by Yourself part 2.mp4 30.7 MB

[磁力链接] 添加时间:2025-07-06 大小:2.2 GB 最近下载:2025-08-18 热度:62

[FreeCourseSite.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:2022-01-12 大小:16.4 GB 最近下载:2025-08-18 热度:2245

[DesireCourse.Net] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included

26. Presenting for Data Scientists/4. Intro dissection - recap.mp4 358.6 MB
20. Handling errors during ETL (Phases 1 & 2)/12. How to analyze the error files.mp4 344.8 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 301.9 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 242.7 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:2021-03-18 大小:15.9 GB 最近下载:2025-08-18 热度:491

[FreeCourseSite.com] Udemy - Machine Learning, Data Science and Deep Learning with Python

11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST.mp4 255.6 MB
8 - Apache Spark Machine Learning on Big Data/74 - Activity Installing Spark Part 2.mp4 205.6 MB
1 - Getting Started/6 - Activity MAC Installing and Using Anaconda Course Materials.mp4 197.9 MB
10 - Deep Learning and Neural Networks/102 - Activity Transfer Learning.mp4 195.1 MB
6 - More Data Mining and Machine Learning Techniques/57 - Reinforcement Learning.mp4 191.1 MB
5 - Recommender Systems/50 - Activity Making Movie Recommendations with ItemBased Collaborative Filtering.mp4 190.1 MB
8 - Apache Spark Machine Learning on Big Data/79 - Activity KMeans Clustering in Spark.mp4 187.1 MB
10 - Deep Learning and Neural Networks/94 - Activity Using Tensorflow Part 1.mp4 178.2 MB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices.mp4 158.2 MB
2 - Statistics and Probability Refresher and Python Practice/16 - Activity Variation and Standard Deviation.mp4 156.3 MB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn.mp4 156.3 MB
10 - Deep Learning and Neural Networks/95 - Activity Using Tensorflow Part 2.mp4 156.2 MB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability.mp4 154.6 MB
11 - Generative Models/109 - Generative Adversarial Networks GANs Playing with some demos.mp4 151.8 MB
6 - More Data Mining and Machine Learning Techniques/53 - Activity Using KNN to predict a rating for a movie.mp4 147.6 MB
8 - Apache Spark Machine Learning on Big Data/81 - Activity Searching Wikipedia with Spark.mp4 146.2 MB
5 - Recommender Systems/48 - Activity Finding Movie Similarities using Cosine Similarity.mp4 143.7 MB
3 - Predictive Models/26 - Activity Linear Regression.mp4 143.3 MB
9 - Experimental Design ML in the Real World/88 - AB Test Gotchas.mp4 141.0 MB
8 - Apache Spark Machine Learning on Big Data/78 - Introduction to Decision Trees in Spark.mp4 140.5 MB

[磁力链接] 添加时间:2023-12-21 大小:9.2 GB 最近下载:2025-08-18 热度:4324

[Udemy] Python for Data Science & Machine Learning from A-Z (01.2021)

19. PCA/7. PCA - Image Compression.mp4 262.1 MB
16. Ensemble Learning and Random Forests/6. Implementing Random Forests from scratch Part 1.mp4 212.4 MB
15. Decision Trees/7. ID3 - Putting Everything Together.mp4 191.3 MB
14. K Nearest Neighbors/3. EDA on Iris Dataset.mp4 169.7 MB
15. Decision Trees/3. What is Entropy and Information Gain.mp4 142.7 MB
19. PCA/9. PCA - Biplot and the Screen Plot.mp4 142.2 MB
1. Introduction/6. How To Get a Data Science Job.mp4 137.6 MB
1. Introduction/5. What is a Data Scientist.mp4 133.7 MB
17. Support Vector Machines/6. SVM - Kernel Types.mp4 132.5 MB
15. Decision Trees/2. EDA on Adult Dataset.mp4 129.2 MB
15. Decision Trees/8. Evaluating our ID3 implementation.mp4 127.9 MB
19. PCA/8. PCA Data Preprocessing.mp4 126.3 MB
15. Decision Trees/13. Pruning.mp4 118.5 MB
17. Support Vector Machines/8. SVM with Non-linear Dataset.mp4 117.0 MB
13. Linear and Logistic Regression/3. Linear Regression + Correlation Methods.mp4 115.7 MB
18. K-means/3. Representing Clusters.mp4 114.9 MB
3. Python For Data Science/15. Python Dictionaries.mp4 109.2 MB
17. Support Vector Machines/7. SVM with Linear Dataset (Iris).mp4 106.5 MB
18. K-means/1. Unsupervised Machine Learning Intro.mp4 105.8 MB
9. Machine Learning/1. Introduction To Machine Learning.mp4 103.5 MB

[磁力链接] 添加时间:2022-01-10 大小:7.9 GB 最近下载:2025-08-18 热度:3370

[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

Udemy - Math 0-1 Linear Algebra for Data Science & Machine Learning (8.2023)

5. Matrix Rank/1. Linear Independence and Dependence.mp4 376.3 MB
3. Vectors and Matrices/9. What is a Matrix.mp4 292.2 MB
6. Eigenvalues and Eigenvectors/13. Constructing the SVD (Proof of SVD).mp4 291.7 MB
4. Matrix Operations and Special Matrices/21. Positive Definite and Negative Definite Matrices.mp4 269.1 MB
5. Matrix Rank/4. Matrix Decompositions (SVD, QR, LU, Cholesky).mp4 269.1 MB
4. Matrix Operations and Special Matrices/16. Determinants (pt 2).mp4 267.2 MB
6. Eigenvalues and Eigenvectors/12. Diagonalization.mp4 261.9 MB
5. Matrix Rank/5. Rank After Multplication.mp4 257.2 MB
6. Eigenvalues and Eigenvectors/1. How to Find Eigenvalues and Eigenvectors (pt 1).mp4 255.4 MB
4. Matrix Operations and Special Matrices/7. Properties of the Matrix Transpose.mp4 253.9 MB
4. Matrix Operations and Special Matrices/3. Matrix Inverse.mp4 249.2 MB
2. Linear Systems Review/4. Gaussian Elimination.mp4 240.1 MB
3. Vectors and Matrices/6. Application Neural Embeddings, Cosine Similarity (Optional).mp4 238.1 MB
5. Matrix Rank/3. The Rank of a Matrix.mp4 234.3 MB
6. Eigenvalues and Eigenvectors/3. Exercise Rotation Matrix.mp4 232.6 MB
4. Matrix Operations and Special Matrices/23. Exercise Complete the Square.mp4 226.5 MB
3. Vectors and Matrices/1. What is a Vector.mp4 210.7 MB
4. Matrix Operations and Special Matrices/6. Matrix Transpose.mp4 197.9 MB
4. Matrix Operations and Special Matrices/15. Determinants (pt 1).mp4 197.9 MB
3. Vectors and Matrices/11. Matrix Multiplication.mp4 196.8 MB

[磁力链接] 添加时间:2025-07-04 大小:11.2 GB 最近下载:2025-08-18 热度:286

[Udemy] Data Science на Python 3 с нуля [YouRa Allakhverdov]

04 Функции Python/031 Создание функций в Python.mp4 204.7 MB
03 Основы Python/014 Форматирование строк в Python.mp4 203.0 MB
04 Функции Python/032 _args & __kwargs.mp4 187.2 MB
04 Функции Python/033 Лямбда выражения в функциях.mp4 163.9 MB
03 Основы Python/011 Строки в Python.mp4 158.5 MB
03 Основы Python/023 Цикл for.mp4 154.7 MB
03 Основы Python/010 Переменные в Python.mp4 147.7 MB
06 Анализ данных. Библиотека NumPy/037 NumPy массивы.mp4 142.4 MB
07 Анализ данных. Библиотека Pandas/051 Input_Output.mp4 139.3 MB
04 Функции Python/034 Область видимости (scope) переменных.mp4 135.3 MB
03 Основы Python/013 Свойства и методы строк.mp4 133.0 MB
03 Основы Python/022 Условный оператор if elif else.mp4 129.5 MB
03 Основы Python/015 Lists в Python.mp4 124.0 MB
03 Основы Python/025 Некоторые часто используемые функции и операторы.mp4 121.9 MB
03 Основы Python/024 Цикл while.mp4 115.4 MB
03 Основы Python/012 Строки. Indexing & Slicing.mp4 113.5 MB
03 Основы Python/016 Dictionaries в Python.mp4 111.1 MB
02 Установка инструментов/006 Установка IntelliJ IDEA. MacOs.mp4 109.1 MB
03 Основы Python/027 Dictionary Comprehension & Set Comprehension.mp4 107.9 MB
03 Основы Python/007 Hello world!.mp4 107.7 MB

[磁力链接] 添加时间:2021-03-07 大小:4.5 GB 最近下载:2025-08-18 热度:5781

[ FreeCourseWeb.com ] Udemy - Learning about Data Science - What & Why.zip

[ FreeCourseWeb.com ] Udemy - Learning about Data Science - What & Why.zip 594.3 MB

[磁力链接] 添加时间:2025-03-25 大小:594.3 MB 最近下载:2025-08-18 热度:68

[FreeCourseSite.com] Udemy - Data Science Transformers for Natural Language Processing

04 - Fine-Tuning (Intermediate)/009 Fine-Tuning Sentiment Analysis in Python.mp4 137.1 MB
05 - Named Entity Recognition (NER) and POS Tagging/014 POS Tagging & Custom Datasets (Solution).mp4 120.7 MB
11 - Effective Learning Strategies for Machine Learning FAQ/004 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 113.4 MB
04 - Fine-Tuning (Intermediate)/010 Fine-Tuning Transformers with Custom Dataset.mp4 112.0 MB
03 - Beginner's Corner/004 Sentiment Analysis in Python.mp4 101.8 MB
03 - Beginner's Corner/018 Zero-Shot Classification in Python.mp4 91.9 MB
03 - Beginner's Corner/006 Text Generation in Python.mp4 90.5 MB
04 - Fine-Tuning (Intermediate)/004 Models and Tokenizers in Python.mp4 88.4 MB
11 - Effective Learning Strategies for Machine Learning FAQ/003 Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 83.5 MB
03 - Beginner's Corner/002 From RNNs to Attention and Transformers - Intuition.mp4 82.0 MB
10 - Extra Help With Python Coding for Beginners FAQ/001 How to Code by Yourself (part 1).mp4 75.3 MB
03 - Beginner's Corner/010 Named Entity Recognition (NER) in Python.mp4 73.6 MB
10 - Extra Help With Python Coding for Beginners FAQ/003 Proof that using Jupyter Notebook is the same as not using it.mp4 72.8 MB
03 - Beginner's Corner/007 Masked Language Modeling (Article Spinner).mp4 70.6 MB
03 - Beginner's Corner/008 Masked Language Modeling (Article Spinner) in Python.mp4 70.3 MB
04 - Fine-Tuning (Intermediate)/003 Models and Tokenizers.mp4 67.7 MB
07 - Transformers and Attention Theory (Advanced)/003 Self-Attention & Scaled Dot-Product Attention.mp4 67.4 MB
03 - Beginner's Corner/014 Neural Machine Translation in Python.mp4 67.2 MB
04 - Fine-Tuning (Intermediate)/002 Text Preprocessing and Tokenization Review.mp4 66.2 MB
05 - Named Entity Recognition (NER) and POS Tagging/006 Target Alignment (Code).mp4 64.6 MB

[磁力链接] 添加时间:2023-12-26 大小:4.0 GB 最近下载:2025-08-18 热度:2521

[Udemy] Python Real World Data Science Mega Project Car Buyer App (2020)

6. FINDING MY DREAM CAR/5. 4-05 Application of the Methodology (and the Results!).mp4 355.3 MB
6. FINDING MY DREAM CAR/3. 4-03 Creation of the Carpools I.mp4 282.7 MB
7. THE ADD-ONs/1. 5-01 Refinements of the Methodology.mp4 218.9 MB
7. THE ADD-ONs/2. 5-02 How to run this.mp4 217.9 MB
5. SCRAPE THE THIRD WEBSITE/8. 3-08 Solutions 1-2.mp4 163.8 MB
6. FINDING MY DREAM CAR/4. 4-04 Creation of the Carpools II.mp4 150.6 MB
5. SCRAPE THE THIRD WEBSITE/5. 3-05 flip_pages Function.mp4 150.2 MB
5. SCRAPE THE THIRD WEBSITE/4. 3-04 Parse Function.mp4 148.8 MB
3. SCRAPE THE FIRST WEBSITE/5. 1-05 Spider Response Validation.mp4 147.4 MB
4. SCRAPE THE SECOND WEBSITE/5. 2-05 Parse Function I.mp4 119.6 MB
5. SCRAPE THE THIRD WEBSITE/1. 3-01 Site Investigation I.mp4 113.1 MB
4. SCRAPE THE SECOND WEBSITE/4. 2-04 Locating Data.mp4 100.6 MB
4. SCRAPE THE SECOND WEBSITE/8. 2-08 flip_pages Function I.mp4 99.0 MB
4. SCRAPE THE SECOND WEBSITE/10. 2-10 Error Analysis.mp4 90.2 MB
5. SCRAPE THE THIRD WEBSITE/9. 3-09 Solution 3.mp4 86.2 MB
3. SCRAPE THE FIRST WEBSITE/8. 1-08 Spider Parse Function III.mp4 85.5 MB
4. SCRAPE THE SECOND WEBSITE/7. 2-07 start_requests Function.mp4 84.5 MB
3. SCRAPE THE FIRST WEBSITE/6. 1-06 Spider Parse Function I.mp4 80.5 MB
3. SCRAPE THE FIRST WEBSITE/15. 1-15 Solutions 1-2.mp4 80.3 MB
4. SCRAPE THE SECOND WEBSITE/1. 2-01 First Thoughts.mp4 79.9 MB

[磁力链接] 添加时间:2021-04-01 大小:4.5 GB 最近下载:2025-08-18 热度:1430

[ FreeCourseWeb.com ] Udemy - The Data Science Course 2019- Complete Data Science Bootcamp.rar

[ FreeCourseWeb.com ] Udemy - The Data Science Course 2019- Complete Data Science Bootcamp.rar 14.5 GB

[磁力链接] 添加时间:2021-06-24 大小:14.5 GB 最近下载:2025-08-18 热度:818