data science -移花宫 -武林禁地，闲人禁止入内

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:2025-10-07 热度:1241

[ FreeCourseWeb.com ] Complete Guide to Differential Equations Foundations for Data Science

~Get Your Files Here !/06 - 5. Higher Order Differential Equations/05 - Reduction of order with higher order equations.mp4 33.5 MB
~Get Your Files Here !/08 - 7. Systems/07 - Linear nonhomogeneous systems of first order differential equations.mp4 29.4 MB
~Get Your Files Here !/01 - Introduction/03 - Linear algebra review.mp4 27.5 MB
~Get Your Files Here !/08 - 7. Systems/05 - Complex eigenvalues.mp4 27.4 MB
~Get Your Files Here !/06 - 5. Higher Order Differential Equations/07 - Undetermined coefficients with higher order equations.mp4 27.1 MB
~Get Your Files Here !/09 - 8. Laplace Transform/05 - Solving differential equations using Laplace transforms.mp4 26.9 MB
~Get Your Files Here !/06 - 5. Higher Order Differential Equations/04 - Various roots.mp4 25.6 MB
~Get Your Files Here !/05 - 4. Second Order Differential Equations/12 - Variation of parameters.mp4 24.1 MB
~Get Your Files Here !/05 - 4. Second Order Differential Equations/09 - Reduction of order.mp4 23.9 MB
~Get Your Files Here !/12 - 11. Boundary Value Problems/07 - Fourier series with boundary value problems.mp4 23.9 MB
~Get Your Files Here !/05 - 4. Second Order Differential Equations/11 - Undetermined coefficients.mp4 23.0 MB
~Get Your Files Here !/13 - 12. Partial Differential Equations/06 - Schrödinger equation.mp4 22.8 MB
~Get Your Files Here !/03 - 2. First Order Differential Equations/05 - Exact differential equations.mp4 22.2 MB
~Get Your Files Here !/05 - 4. Second Order Differential Equations/06 - Complex roots.mp4 22.2 MB
~Get Your Files Here !/08 - 7. Systems/06 - Identical real eigenvalues.mp4 21.8 MB
~Get Your Files Here !/13 - 12. Partial Differential Equations/03 - Diffusion equation.mp4 21.6 MB
~Get Your Files Here !/06 - 5. Higher Order Differential Equations/08 - Variation of parameters with higher order Equations.mp4 20.7 MB
~Get Your Files Here !/08 - 7. Systems/04 - Real and distinct eigenvalues.mp4 19.2 MB
~Get Your Files Here !/04 - 3. First Order Differential Equations Applications/06 - Mixing.mp4 19.0 MB
~Get Your Files Here !/12 - 11. Boundary Value Problems/04 - Orthogonal functions.mp4 19.0 MB

[磁力链接] 添加时间:2025-04-26 大小:1.4 GB 最近下载:2025-10-05 热度:769

Udemy - Python for Data Science and Machine Learning Bootcamp (5.2020)

25. Neural Nets and Deep Learning/31. Tensorboard.mp4 151.2 MB
25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data.mp4 150.6 MB
25. Neural Nets and Deep Learning/16. TF Regression Code Along - Exploratory Data Analysis.mp4 143.6 MB
25. Neural Nets and Deep Learning/27. Keras Project Solutions - Data PreProcessing.mp4 131.0 MB
25. Neural Nets and Deep Learning/21. TF Classification - Dealing with Overfitting and Evaluation.mp4 116.7 MB
25. Neural Nets and Deep Learning/25. Keras Project Solutions - Dealing with Missing Data - Part Two.mp4 101.5 MB
25. Neural Nets and Deep Learning/26. Keras Project Solutions - Categorical Data.mp4 89.5 MB
25. Neural Nets and Deep Learning/14. TF Syntax Basics - Part Two - Creating and Training the Model.mp4 88.4 MB
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.mp4 86.7 MB
25. Neural Nets and Deep Learning/23. TensorFlow 2.0 Project Notebook Overview.mp4 84.4 MB
2. Environment Set-Up/1. Python Environment Setup.mp4 80.1 MB
25. Neural Nets and Deep Learning/17. TF Regression Code Along - Exploratory Data Analysis - Continued.mp4 79.9 MB
25. Neural Nets and Deep Learning/10. Cost Functions and Gradient Descent.mp4 79.7 MB
25. Neural Nets and Deep Learning/19. TF Regression Code Along - Model Evaluation and Predictions.mp4 72.3 MB
25. Neural Nets and Deep Learning/15. TF Syntax Basics - Part Three - Model Evaluation.mp4 67.9 MB
25. Neural Nets and Deep Learning/30. Keras Project Solutions - Model Evaluation.mp4 66.2 MB
26. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 66.0 MB
25. Neural Nets and Deep Learning/8. Activation Functions.mp4 65.6 MB
26. Big Data and Spark with Python/9. PySpark Setup.mp4 63.3 MB
25. Neural Nets and Deep Learning/11. Backpropagation.mp4 60.8 MB

[磁力链接] 添加时间:2025-04-23 大小:5.4 GB 最近下载:2025-10-07 热度:966

Data Science Made Easy Hands-On Analytics with No-Code Software Tool KNIME

Lesson 1 Data Science Overview/005. 1.4 AIML Evolution.mp4 102.2 MB
Lesson 3 ML Model Development with KNIME/002. 3.1 Data Ingestion and Preparation Part 1.mp4 98.0 MB
Lesson 1 Data Science Overview/003. 1.2 Data Science Process.mp4 95.3 MB
Lesson 2 Data Science Tools/003. 2.2 Introduction to KNIME AP.mp4 91.6 MB
Lesson 2 Data Science Tools/006. 2.5 KNIME Demo with Iris Dataset Part 2.mp4 88.5 MB
Lesson 4 Best Practices in Data Science and AIML/005. 4.4 Model Explainability (XAI).mp4 84.4 MB
Lesson 4 Best Practices in Data Science and AIML/002. 4.1 Data Balancing for Class Imbalance Problem.mp4 83.1 MB
Lesson 2 Data Science Tools/002. 2.1 Tool Landscape.mp4 79.7 MB
Lesson 5 Text Analytics/004. 5.3 TM Applications Sentiment Analysis.mp4 79.2 MB
Lesson 1 Data Science Overview/002. 1.1 Definition, Terminology, and a Simple Taxonomy.mp4 74.1 MB
Lesson 1 Data Science Overview/004. 1.3 Data Science Methods and Algorithms.mp4 72.2 MB
Lesson 4 Best Practices in Data Science and AIML/004. 4.3 Model Ensembles (with Bagging & Boosting).mp4 64.9 MB
Lesson 5 Text Analytics/003. 5.2 Text Mining Process.mp4 58.1 MB
Lesson 3 ML Model Development with KNIME/003. 3.2 Data Ingestion and Preparation Part 2.mp4 54.7 MB
Lesson 5 Text Analytics/005. 5.4 TM Applications Topic Modeling.mp4 52.0 MB
Lesson 4 Best Practices in Data Science and AIML/003. 4.2 Cross Validation for Bias-Variance Tradeoff.mp4 50.8 MB
Lesson 2 Data Science Tools/005. 2.4 KNIME Demo with Iris Dataset Part 1.mp4 43.0 MB
Lesson 3 ML Model Development with KNIME/004. 3.3 ML Model Building and Testing.mp4 42.4 MB
Lesson 5 Text Analytics/002. 5.1 Overview of Text Mining and Natural Language Processing (NLP).mp4 35.1 MB
Lesson 3 ML Model Development with KNIME/005. 3.4 Comparative Assessment.mp4 30.8 MB

[磁力链接] 添加时间:2025-04-02 大小:1.5 GB 最近下载:2025-10-04 热度:1898

[ 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:2025-10-07 热度:109

udemy-complete-machine-learning-and-data-science-zero-to-mastery_202112

05 Data Science Environment Setup/038 Windows Environment Setup 2.mp4 238.7 MB
09 Scikit-learn Creating Machine Learning Models/101 Typical scikit-learn Workflow.mp4 199.4 MB
09 Scikit-learn Creating Machine Learning Models/102 Optional Debugging Warnings In Jupyter.mp4 184.7 MB
16 Career Advice Extra Bits/257 CWD Git Github.mp4 184.7 MB
09 Scikit-learn Creating Machine Learning Models/133 Tuning Hyperparameters.mp4 184.1 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 Training Your Deep Neural Network.mp4 174.7 MB
16 Career Advice Extra Bits/251 What If I Dont Have Enough Experience.mp4 168.8 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/170 Feature Engineering.mp4 166.9 MB
09 Scikit-learn Creating Machine Learning Models/139 Putting It All Together.mp4 166.0 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/230 Make And Transform Predictions.mp4 162.5 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/217 Turning Data Into Batches 2.mp4 156.6 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/171 Turning Data Into Numbers.mp4 153.3 MB
05 Data Science Environment Setup/035 Mac Environment Setup.mp4 151.4 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/233 Visualizing And Evaluate Model Predictions 2.mp4 150.8 MB
09 Scikit-learn Creating Machine Learning Models/109 Choosing The Right Model For Your Data.mp4 150.2 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/183 Feature Importance.mp4 149.2 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/237 Making Predictions On Test Images.mp4 147.7 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/236 Training Model On Full Dataset.mp4 146.6 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/181 Preproccessing Our Data.mp4 146.1 MB
11 Milestone Project 1 Supervised Learning (Classification)/151 Finding Patterns 3.mp4 144.6 MB

[磁力链接] 添加时间:2025-03-23 大小:23.0 GB 最近下载:2025-06-18 热度:17

[ FreeCourseWeb.com ] Udemy - Web Scraping For Data Science And Analytics

~Get Your Files Here !/3. PROJECT Wikipedia Web Scraping/1. Web Scraping On Wikipedia.mp4 380.7 MB
~Get Your Files Here !/6. Job Board Data Web Scraping Automation With Python/7. Creating A Generic Auto Web Scraper.mp4 260.8 MB
~Get Your Files Here !/5. PROJECT Web Scraping Building Amazon Auto Scraper/4. Building Amazon Auto Scraper.mp4 243.4 MB
~Get Your Files Here !/4. PROJECT Online Book Store Web Scrapping/2. PART 2 Book Store Web Scrapping.mp4 219.1 MB
~Get Your Files Here !/4. PROJECT Online Book Store Web Scrapping/4. PART 4 Book Store Web Scrapping.mp4 146.3 MB
~Get Your Files Here !/5. PROJECT Web Scraping Building Amazon Auto Scraper/3. PART 2 Building Amazon Auto Scraper.mp4 122.0 MB
~Get Your Files Here !/4. PROJECT Online Book Store Web Scrapping/3. PART 3 Book Store Web Scrapping.mp4 116.0 MB
~Get Your Files Here !/6. Job Board Data Web Scraping Automation With Python/5. Formulating Generic Web Page URLs.mp4 114.9 MB
~Get Your Files Here !/7. Automate Spotify with Python/1. Automate Spotify with Python.mp4 100.8 MB
~Get Your Files Here !/6. Job Board Data Web Scraping Automation With Python/4. Forming The Structure Of Web Page URLs.mp4 90.6 MB
~Get Your Files Here !/4. PROJECT Online Book Store Web Scrapping/1. PART 1 Book Store Web Scrapping.mp4 60.6 MB
~Get Your Files Here !/6. Job Board Data Web Scraping Automation With Python/2. Problem Statement & Dataset.mp4 54.4 MB
~Get Your Files Here !/6. Job Board Data Web Scraping Automation With Python/1. Indian Institute Of Business(ISB) Project Introduction.mp4 48.6 MB
~Get Your Files Here !/6. Job Board Data Web Scraping Automation With Python/3. Demystify The Structure Of Web Page URLs.mp4 43.9 MB
~Get Your Files Here !/6. Job Board Data Web Scraping Automation With Python/6. Creating A DataFrame For Scraped Data.mp4 38.6 MB
~Get Your Files Here !/2. Introduction To Web Scraping Libraries/5. Library Scrapy.mp4 21.7 MB
~Get Your Files Here !/2. Introduction To Web Scraping Libraries/2. Library Requests.mp4 17.3 MB
~Get Your Files Here !/5. PROJECT Web Scraping Building Amazon Auto Scraper/2. Part 1 Building Amazon Web Scraper.mp4 12.6 MB
~Get Your Files Here !/2. Introduction To Web Scraping Libraries/4. Library Selenium.mp4 12.1 MB
~Get Your Files Here !/2. Introduction To Web Scraping Libraries/1. Introduction.mp4 11.0 MB

[磁力链接] 添加时间:2025-03-22 大小:2.1 GB 最近下载:2025-10-07 热度:1040

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:2025-10-06 热度:1064

[ WebToolTip.com ] Udemy - Data Science And Machine Learning With R - A Complete Masterc

~Get Your Files Here !/2 - What is data science.mp4 87.0 MB
~Get Your Files Here !/50 - Json parsing.mp4 74.1 MB
~Get Your Files Here !/64 - Data preprocessing.mp4 73.0 MB
~Get Your Files Here !/7 - Getting started with r.mp4 71.7 MB
~Get Your Files Here !/68 - Hands on exploratory data analysis.mp4 65.6 MB
~Get Your Files Here !/10 - R tidyverse.mp4 60.4 MB
~Get Your Files Here !/40 - Tidy data.mp4 55.2 MB
~Get Your Files Here !/27 - Intermediate r section intro.mp4 46.6 MB
~Get Your Files Here !/63 - Data preprocessing Intro.mp4 46.5 MB
~Get Your Files Here !/39 - Data manipulation in r section intro.mp4 46.2 MB
~Get Your Files Here !/71 - Logistic regression intro.mp4 46.1 MB
~Get Your Files Here !/51 - Data visualization in r intro.mp4 46.1 MB
~Get Your Files Here !/61 - Intro to machine learning Part 1.mp4 45.9 MB
~Get Your Files Here !/69 - Linear regression a real model intro.mp4 45.7 MB
~Get Your Files Here !/62 - Intro to machine learning Part 2.mp4 45.5 MB
~Get Your Files Here !/65 - Linear regression a simple model Intro.mp4 45.4 MB
~Get Your Files Here !/3 - Machine learning overview.mp4 40.8 MB
~Get Your Files Here !/58 - Intro to r shiny.mp4 37.8 MB
~Get Your Files Here !/67 - Exploratory data analysis intro.mp4 37.7 MB
~Get Your Files Here !/48 - String manipulation.mp4 35.0 MB

[磁力链接] 添加时间:2025-03-13 大小:2.1 GB 最近下载:2025-10-07 热度:1491

[ WebToolTip.com ] Udemy - SQL For Data Science Oracle , MySQL, R And Python (2025)

~Get Your Files Here !/10 - SQL in R and Data Visualizations/41 - Data Visualizations in R using ggplot.mp4 109.5 MB
~Get Your Files Here !/12 - Case Study Market Data/53 - Assignment Solutions2.mp4 92.9 MB
~Get Your Files Here !/5 - Basics of SQL Write your 1st SQL/17 - Write your 1st SQL.mp4 70.6 MB
~Get Your Files Here !/9 - SQL in Python and Data Visualizations/36 - Visualizations in Python Seaborn and Pandas.mp4 70.1 MB
~Get Your Files Here !/11 - ImportExport Files into Database Oracle and MySQL/46 - Import CSV file in MySQL 1.mp4 67.0 MB
~Get Your Files Here !/9 - SQL in Python and Data Visualizations/34 - SQL PythonUpload Market Data.mp4 63.6 MB
~Get Your Files Here !/5 - Basics of SQL Write your 1st SQL/18 - INNOT INBETWEEN Clause.mp4 61.4 MB
~Get Your Files Here !/3 - Database Installation Oracle and MySQL/13 - Create Company DB MySQL.mp4 60.0 MB
~Get Your Files Here !/3 - Database Installation Oracle and MySQL/9 - Installation of MySQL Database.mp4 56.8 MB
~Get Your Files Here !/3 - Database Installation Oracle and MySQL/11 - Installation of Oracle Database optional.mp4 51.3 MB
~Get Your Files Here !/5 - Basics of SQL Write your 1st SQL/19 - Null Not Null Order by Clause.mp4 50.7 MB
~Get Your Files Here !/12 - Case Study Market Data/47 - DML and DDL commands for Market Data.mp4 48.4 MB
~Get Your Files Here !/12 - Case Study Market Data/50 - Select Clauses for Market Data in Oracle.mp4 47.3 MB
~Get Your Files Here !/7 - Nested SQL and Joins/30 - Outer Join.mp4 47.1 MB
~Get Your Files Here !/9 - SQL in Python and Data Visualizations/37 - MySQL Database Connection with Python.mp4 45.4 MB
~Get Your Files Here !/12 - Case Study Market Data/48 - Select Clauses for Market Data in MySQL.mp4 43.7 MB
~Get Your Files Here !/7 - Nested SQL and Joins/26 - Nested SQL 1.mp4 39.8 MB
~Get Your Files Here !/11 - ImportExport Files into Database Oracle and MySQL/44 - Import CSV file in Oracle Database 1.mp4 39.0 MB
~Get Your Files Here !/11 - ImportExport Files into Database Oracle and MySQL/45 - Import CSV file in Oracle Database 2.mp4 38.7 MB
~Get Your Files Here !/9 - SQL in Python and Data Visualizations/35 - Write SQL in Python.mp4 38.4 MB

[磁力链接] 添加时间:2025-02-23 大小:1.9 GB 最近下载:2025-10-07 热度:5078

[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:2025-10-07 热度:1580

[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:2025-10-06 热度:108

[ TutGee.com ] Udemy - Learn Data Science - Full Course for Beginners

~Get Your Files Here !/1. Introduction/2. Introduction.mp4 794.8 MB
~Get Your Files Here !/3. Coding/1. Coding.mp4 640.5 MB
~Get Your Files Here !/5. Statistics/1. Statistics.mp4 473.6 MB
~Get Your Files Here !/2. Data Sourcing/1. Part 2 Data Sourcing.mp4 383.8 MB
~Get Your Files Here !/4. Mathematics/1. Mathematics.mp4 237.5 MB
~Get Your Files Here !/1. Introduction/1. Course Overview.mp4 20.4 MB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 176 Bytes

[磁力链接] 添加时间:2025-02-09 大小:2.6 GB 最近下载:2025-10-06 热度:119

[ FreeCourseWeb.com ] Udemy - SQL for Data Analysis & Data Science.zip

[ FreeCourseWeb.com ] Udemy - SQL for Data Analysis & Data Science.zip 2.6 GB

[磁力链接] 添加时间:2025-02-07 大小:2.6 GB 最近下载:2025-10-04 热度:605

[ FreeCourseWeb.com ] Udemy - Master Clustering Analysis for Data Science using Python.zip

[ FreeCourseWeb.com ] Udemy - Master Clustering Analysis for Data Science using Python.zip 1.7 GB

[磁力链接] 添加时间:2025-02-05 大小:1.7 GB 最近下载:2025-10-08 热度:299

[FreeCourseSite.com] Udemy - Mathematics-Basics to Advanced for Data Science And GenAI

11. Inferential Calculus and Hypothesis Testing/3. Z test And Hypothesis Testing.mp4 522.0 MB
13. Annova Test With Solved Examples/4. Partioning OF Variance In Anova.mp4 482.8 MB
11. Inferential Calculus and Hypothesis Testing/5.1 5.0-T stats With t test hypothesis testing.mp4 477.3 MB
18. Application Of Linear algebra,Stats And Differential Calculus In Data Science/5.1 5-Converge With derivatives.mp4 461.4 MB
8. Descriptive Statistics/8. Correlation And Covariance.mp4 458.9 MB
2. Introduction To Linear Algebra/1. Introduction.mp4 428.8 MB
20. Application Of Derivatives In Deep Learning Neural Network/3. Artificial Neural Network And Its Working.mp4 416.4 MB
2. Introduction To Linear Algebra/2. Scalars And Vectors.mp4 413.4 MB
18. Application Of Linear algebra,Stats And Differential Calculus In Data Science/4. Cost Functions In Regression.mp4 408.7 MB
10. Probability Distribution function And Types Of Distribution/1. PDF,PMF,CDF.mp4 393.0 MB
20. Application Of Derivatives In Deep Learning Neural Network/4. Back Propogation Weight Updation Using Derivatives.mp4 387.8 MB
19. Application Of Linear Algebra In Dimensionality Reduction/2. Feature Selection And Feature Extraction.mp4 368.1 MB
20. Application Of Derivatives In Deep Learning Neural Network/1. What is Perceptron And It's Working.mp4 362.2 MB
18. Application Of Linear algebra,Stats And Differential Calculus In Data Science/7. Performance Metrics.mp4 352.5 MB
19. Application Of Linear Algebra In Dimensionality Reduction/5. Eigen Decomposition On Covariance Matrix.mp4 347.6 MB
19. Application Of Linear Algebra In Dimensionality Reduction/3. PCA Geometric Intuition.mp4 331.7 MB
5. Eigen Vectors And Eigen Values/1. All You need to know about Eigen Values And Eigen Vectors.mp4 324.2 MB
10. Probability Distribution function And Types Of Distribution/7. Standard Normal Distribution and Z score.mp4 311.4 MB
4. Inverse Functions Or Transformation/1. Inversion Functions.mp4 311.1 MB
3. Introduction To Functions And Transformation/3. Linear Transformation.mp4 305.4 MB

[磁力链接] 添加时间:2025-02-02 大小:21.4 GB 最近下载:2025-09-30 热度:2206

[FreeCourseSite.com] Udemy - Complete Data Science,Machine Learning,DL,NLP Bootcamp

27 - Understanding Complete Linear Regression Indepth Intuition And Practicals/011 Simple Linear Regression Practical.mp4 909.9 MB
46 - Dockers For Beginners/009 9-Dockers-Compose.mp4 828.8 MB
62 - Transformers/004 Self Attention Layer Working.mp4 774.0 MB
48 - End To End Machine Learning Project With AWS,Azure Deployment/001 End To End ML Project With Deployment-Github And Code Set Up.mp4 704.0 MB
48 - End To End Machine Learning Project With AWS,Azure Deployment/003 Discussing Project Problem Statement,EDA And Model Training.mp4 676.4 MB
48 - End To End Machine Learning Project With AWS,Azure Deployment/002 Implementing Project Structure, Logging And Exception Handling.mp4 659.4 MB
50 - MLFlow Dagshub and BentoML-Complete ML Project Lifecycle/001 Getting Started With MLOPS With MLFlow And Dagshub With Project.mp4 652.7 MB
29 - Steps By Step Project Implementation With LifeCycle OF ML Project/007 End To End ML Project Implementation.mp4 651.8 MB
27 - Understanding Complete Linear Regression Indepth Intuition And Practicals/012 Multiple Linear regression.mp4 615.5 MB
62 - Transformers/012 Decoder Transformer- Masked Multi Head Attention Working.mp4 608.2 MB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/010 Implementing Data Ingestions Component.mp4 587.2 MB
38 - Xgboost Machine Learning Algorithms/001 Xgboost Classification Indepth Intuit.mp4 580.5 MB
13 - Data Analysis With Python/002 Pandas- DataFrame And Series.mp4 580.1 MB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/014 Data Transformation Implementation.mp4 557.1 MB
32 - Naive Bayes Theorem/001 Understanding Baye's Theorem.mp4 547.2 MB
13 - Data Analysis With Python/001 Numpy In Python.mp4 546.0 MB
29 - Steps By Step Project Implementation With LifeCycle OF ML Project/002 Multiple Linear Regression Projects With Assumptions.mp4 545.2 MB
25 - Exploratory Data Analysis and Feature Engineering/003 Data Cleaning With Google Playstore Dataset.mp4 513.5 MB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/012 Implementing Data Validation-Part 2.mp4 493.7 MB
23 - Inferential Statistics/015 Partioning Of Variance In Annova.mp4 491.8 MB

[磁力链接] 添加时间:2025-01-30 大小:75.8 GB 最近下载:2025-10-07 热度:3938

[ DevCourseWeb.com ] Udemy - Data Analysis Bootcamp - Master Data Science Skills

~Get Your Files Here !/6 -Linear Regression & Heatmap.mp4 240.5 MB
~Get Your Files Here !/3 -More Basic Data Analysis Commands.mp4 179.6 MB
~Get Your Files Here !/13 -Scikit-Learn Pipeline.mp4 162.8 MB
~Get Your Files Here !/5 -Pandas & Pyplot.mp4 153.9 MB
~Get Your Files Here !/2 -Setup and Basic Data Analysis.mp4 151.6 MB
~Get Your Files Here !/8 -PD.Pivot Table.mp4 150.3 MB
~Get Your Files Here !/14 -PD.Merge() and PD.Concat().mp4 146.7 MB
~Get Your Files Here !/10 -PD.Merge() and PD.Concat().mp4 146.6 MB
~Get Your Files Here !/12 -PD.Resample().mp4 141.8 MB
~Get Your Files Here !/11 -PD.Cut() and PD.Gcut().mp4 140.3 MB
~Get Your Files Here !/7 -Dropna.mp4 118.9 MB
~Get Your Files Here !/9 -DF Rolling.mp4 117.4 MB
~Get Your Files Here !/1 -Introduction.mp4 113.2 MB
~Get Your Files Here !/15 -Data.sort_values(by=_column_) part 1.mp4 86.3 MB
~Get Your Files Here !/4 -Counting functions in Data Analysis.mp4 58.9 MB
~Get Your Files Here !/17 -Class Project 2.mp4 57.0 MB
~Get Your Files Here !/16 -Class Project 1.mp4 50.1 MB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes

[磁力链接] 添加时间:2025-01-21 大小:2.2 GB 最近下载:2025-10-07 热度:3298

SkillShare - Data Science and Business Analytics with Python

28. ML Interpretability.mp4 201.1 MB
30. Visuals & Reports.mp4 201.1 MB
31. Visualization Basics.mp4 201.1 MB
20. Dividing Data into Subsets.mp4 170.7 MB
14. Scaling and Binning Numerical Data.mp4 156.4 MB
5. How To Find Help.mp4 140.0 MB
10. Dealing with Huge Data.mp4 129.2 MB
25. Machine Learning Classification.mp4 125.0 MB
15. Validating Data with Schemas.mp4 124.1 MB
18. Visual Data Exploration.mp4 121.4 MB
19. Descriptive Statistics.mp4 121.4 MB
27. Validation of Machine Learning Models.mp4 120.7 MB
29. Intro to Machine Learning Fairness.mp4 105.2 MB
13. Dealing with Missing Data.mp4 104.9 MB
23. Linear Regression for Price Prediction.mp4 97.8 MB
16. Encoding Categorical Data.mp4 83.6 MB
17. Exploratory Data Analysis.mp4 83.6 MB
26. Data Clustering for Deeper Insights.mp4 80.8 MB
9. Loading Any Data File.mp4 78.9 MB
24. Decision Trees and Random Forests.mp4 76.5 MB

[磁力链接] 添加时间:2024-12-31 大小:3.3 GB 最近下载:2025-10-02 热度:284

Irizarry R. Introduction to Data Science...and Visualization with R 2ed 2024

Irizarry R. Introduction to Data Science...and Visualization with R 2ed 2024.pdf 237.8 MB

[磁力链接] 添加时间:2024-12-26 大小:237.8 MB 最近下载:2025-10-06 热度:2715