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[ FreeCourseWeb.com ] Udemy - Julia Programming For Data Science & Machine Learning - Julia.zip

  • [ FreeCourseWeb.com ] Udemy - Julia Programming For Data Science & Machine Learning - Julia.zip 1.2 GB
[磁力链接] 添加时间:2021-03-16 大小:1.2 GB 最近下载:2025-06-13 热度:1142

[ FreeCourseWeb.com ] Udemy - Machine Learning Entrepreneurship - Applied Data Science.zip

  • [ FreeCourseWeb.com ] Udemy - Machine Learning Entrepreneurship - Applied Data Science.zip 2.4 GB
[磁力链接] 添加时间:2021-05-07 大小:2.4 GB 最近下载:2025-06-13 热度:947

Udacity - Data Science [All Courses]

  • 01 Beginner/Creating an Analytical Dataset/Creating an Analytical Dataset Videos.zip 134.7 MB
  • 01 Beginner/Data Visualization in Tableau/Data Visualization with Tableau Videos.zip 39.1 MB
  • 01 Beginner/Data Visualization in Tableau/global-superstore.xlsx 6.3 MB
  • 01 Beginner/Intro to Computer Science/Intro to Computer Science Videos.zip 7.1 GB
  • 01 Beginner/Intro to Computer Science/Intro to Computer Science Subtitles.zip 1.5 MB
  • 01 Beginner/Intro to Computer Science/Best Programming Practices.pdf 135.2 kB
  • 01 Beginner/Intro to Computer Science/Problem Solving Techniques.pdf 125.9 kB
  • 01 Beginner/Intro to Data Analysis/Intro to Data Analysis Videos.zip 1.0 GB
  • 01 Beginner/Intro to Data Analysis/Intro to Data Analysis Subtitles.zip 309.2 kB
  • 01 Beginner/Intro to descriptive statistics/Intro to Descriptive Statistics Videos.zip 1.0 GB
  • 01 Beginner/Intro to descriptive statistics/Intro to Descriptive Statistics Subtitles.zip 430.5 kB
  • 01 Beginner/Intro to Inferential Statistics/Intro to Inferential Statistics Videos.zip 3.4 GB
  • 01 Beginner/Intro to Inferential Statistics/Intro to Inferential Statistics Subtitles.zip 620.0 kB
  • 01 Beginner/Intro to Statistics/Intro to Statistics Videos.zip 4.3 GB
  • 01 Beginner/Intro to Statistics/Intro to Data Science Videos.zip 839.0 MB
  • 01 Beginner/Intro to Statistics/Intro to Statistics Subtitles.zip 830.5 kB
  • 01 Beginner/Intro to Statistics/Intro to Data Science Subtitles.zip 346.0 kB
  • 01 Beginner/Problem Solving with Advanced Analytics/Problem Solving with Advanced Analytics Videos.zip 48.4 MB
  • 01 Beginner/Problem Solving with Advanced Analytics/problem-solving-framework.pdf 1.3 MB
  • 01 Beginner/Problem Solving with Advanced Analytics/methodology-map.jpg 70.9 kB
[磁力链接] 添加时间:2017-07-23 大小:58.0 GB 最近下载:2025-06-13 热度:1433

GetFreeCourses.Co-Udemy-Complete Machine Learning & Data Science Bootcamp 2021

  • 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
  • 16. Career Advice + Extra Bits/9. CWD Git + Github.mp4 184.7 MB
  • 9. Scikit-learn Creating Machine Learning Models/41. Tuning Hyperparameters.mp4 184.3 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/32. Training Your Deep Neural Network.mp4 174.7 MB
  • 16. 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)/8. Feature Engineering.mp4 166.9 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/34. Make And Transform Predictions.mp4 162.5 MB
  • 9. Scikit-learn Creating Machine Learning Models/48. Putting It All Together.mp4 157.9 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/21. Turning Data Into Batches 2.mp4 156.6 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/9. Turning Data Into Numbers.mp4 153.3 MB
  • 5. Data Science Environment Setup/5. Mac Environment Setup.mp4 151.4 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/37. Visualizing And Evaluate Model Predictions 2.mp4 150.8 MB
  • 9. Scikit-learn Creating Machine Learning Models/16. Choosing The Right Model For Your Data.mp4 150.2 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/21. Feature Importance.mp4 149.2 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/41. Making Predictions On Test Images.mp4 147.7 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/40. Training Model On Full Dataset.mp4 146.6 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/19. Preproccessing Our Data.mp4 146.1 MB
  • 11. Milestone Project 1 Supervised Learning (Classification)/10. Finding Patterns 3.mp4 144.6 MB
[磁力链接] 添加时间:2021-04-27 大小:20.6 GB 最近下载:2025-06-13 热度:1157

[FreeCourseLab.com] Udemy - Master SQL For Data Science

  • Lesson 37. Working with Rollups and Cubes.mp4 117.4 MB
  • Lesson 35. RANK, FIRST_VALUE and NTILE Functions.mp4 116.7 MB
  • Lesson 32. Creating Views vs. Inline Views.mp4 84.3 MB
  • Lesson 4. Install Postgres on Windows.mp4 75.1 MB
  • Lesson 36. LEAD and LAG Functions.mp4 66.2 MB
  • Lesson 1. Course Overview.mp4 55.4 MB
  • Lesson 5. Create Table and Insert Statements.mp4 45.3 MB
  • Lesson 28. INNER and OUTER Joins + [EXERCISES].mp4 42.6 MB
  • Lesson 8. Filter Data Using the WHERE Clause + AND & OR.mp4 42.4 MB
  • Lesson 6. Prepare the Database.mp4 41.9 MB
  • Lesson 34. Ordering Data in Window Frames.mp4 36.5 MB
  • Lesson 23. Conditional Expressions Using CASE Clause + [EXERCISES].mp4 34.7 MB
  • Lesson 21. Subqueries with ANY and ALL Operators + [EXERCISES].mp4 34.6 MB
  • Lesson 7. Introducing the SELECT Statement.mp4 34.4 MB
  • Lesson 25. Understanding Correlated Subqueries.mp4 33.6 MB
  • Lesson 24. Transposing Data using the CASE Clause + [EXERCISES].mp4 31.7 MB
  • Lesson 9. Filtering Operators - IN, NOT IN, IS NULL, BETWEEN.mp4 31.6 MB
  • Lesson 33. Window Functions using the OVER() Clause.mp4 31.3 MB
  • Lesson 20. Subqueries Continued + [EXERCISES].mp4 31.2 MB
  • Lesson 31. [EXERCISES] Joins and Subqueries Continued.mp4 28.7 MB
[磁力链接] 添加时间:2021-03-21 大小:1.4 GB 最近下载:2025-06-13 热度:2934

Data Science Create Real World Projects

  • [TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/45 - Learn about OLS [Ordinary Least Squares] algorithm.mp4 258.8 MB
  • [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/76 - Cleaning the data.mp4 257.3 MB
  • [TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/24 - Handle data type mismatch.mp4 254.6 MB
  • [TutsNode.com] - Data Science Create Real World Projects/8 - Introduction to Decision Tree/42 - Code Decision Tree classifier.mp4 246.9 MB
  • [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/79 - Creating wordcloud.mp4 217.4 MB
  • [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/69 - Mean Encoding for Categorical attributes.mp4 216.8 MB
  • [TutsNode.com] - Data Science Create Real World Projects/10 - Introduction to Logistic Regression/53 - Implement Logistic Regression part 2.mp4 210.4 MB
  • [TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/46 - Introduction to working of Linear Regression.mp4 204.0 MB
  • [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/72 - Splitting data and Building models.mp4 196.7 MB
  • [TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/49 - Implement Simple Linear Regression.mp4 177.1 MB
  • [TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/91 - Multi-Layer Perception Algorithm part 2.mp4 174.1 MB
  • [TutsNode.com] - Data Science Create Real World Projects/7 - Introduction to Machine Learning/38 - Introduction to pandas library.mp4 172.1 MB
  • [TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/90 - Learn to create MLP model.mp4 164.1 MB
  • [TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/44 - Introduction to Linear Regression.mp4 164.0 MB
  • [TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/27 - Feature Importance.mp4 153.4 MB
  • [TutsNode.com] - Data Science Create Real World Projects/10 - Introduction to Logistic Regression/52 - Implement Logistic Regression part 1.mp4 152.3 MB
  • [TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/78 - Analyzing most commonly spoken words.mp4 148.8 MB
  • [TutsNode.com] - Data Science Create Real World Projects/8 - Introduction to Decision Tree/40 - Decision Tree part 1.mp4 146.9 MB
  • [TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/33 - Standardization in practice.mp4 144.8 MB
  • [TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/71 - Feature Importance.mp4 143.9 MB
[磁力链接] 添加时间:2023-12-18 大小:8.9 GB 最近下载:2025-06-13 热度:2475

[CourserHub.com] Coursera - Statistical Modeling for Data Science Applications Specialization

  • modern-regression-analysis-in-r/04_prediction-and-explanation-in-linear-regression-analysis/02_explanation/01_defining-causality.mp4 79.6 MB
  • modern-regression-analysis-in-r/01_introduction-to-statistical-models/02_introduction-to-statistical-modeling/03_frameworks-and-goals-of-statistical-modeling.mp4 63.3 MB
  • anova-and-experimental-design/04_experimental-design-basic-concepts-and-designs/01_the-conceptual-framework-of-experimental-design/01_the-conceptual-framework-of-experimental-design.mp4 59.7 MB
  • modern-regression-analysis-in-r/02_linear-regression-parameter-estimation/02_variability-and-identifiability-in-regression-models/04_regression-modeling-in-r-a-second-pass.mp4 58.2 MB
  • modern-regression-analysis-in-r/04_prediction-and-explanation-in-linear-regression-analysis/01_prediction/04_making-predictions-using-real-data-in-r.mp4 52.8 MB
  • modern-regression-analysis-in-r/03_inference-in-linear-regression/01_statistical-inference-introduction-and-t-tests/04_t-tests-in-r.mp4 52.6 MB
  • modern-regression-analysis-in-r/02_linear-regression-parameter-estimation/01_least-squares/01_introduction-to-least-squares.mp4 47.8 MB
  • modern-regression-analysis-in-r/03_inference-in-linear-regression/01_statistical-inference-introduction-and-t-tests/02_the-sampling-distribution-of-the-least-squares-estimator.mp4 46.0 MB
  • generalized-linear-models-and-nonparametric-regression/02_models-for-count-data/01_poisson-regression-basics/04_poisson-regression-on-real-data-in-r.mp4 44.7 MB
  • modern-regression-analysis-in-r/02_linear-regression-parameter-estimation/01_least-squares/04_regression-modeling-in-r-a-first-pass.mp4 43.9 MB
  • modern-regression-analysis-in-r/03_inference-in-linear-regression/02_statistical-inference-the-f-tests-and-confidence-intervals/02_the-f-test.mp4 43.5 MB
  • modern-regression-analysis-in-r/01_introduction-to-statistical-models/03_the-linear-regression-model/04_the-appropriateness-of-linear-regression.mp4 41.8 MB
  • modern-regression-analysis-in-r/02_linear-regression-parameter-estimation/02_variability-and-identifiability-in-regression-models/02_the-coefficient-of-determination.mp4 41.4 MB
  • anova-and-experimental-design/02_hypothesis-testing-in-the-anova-context/04_type-ii-error-and-power-in-the-anova-context/01_type-ii-error-and-power-in-the-anova-context.mp4 40.6 MB
  • anova-and-experimental-design/04_experimental-design-basic-concepts-and-designs/02_the-completely-randomized-design/01_the-completely-randomized-design.mp4 40.5 MB
  • anova-and-experimental-design/03_two-way-anova-and-interactions/04_interaction-terms-in-the-two-way-anova-model-definitions-and-visualizations/01_interaction-terms-in-the-two-way-anova-model-definitions-and-visualizations.mp4 40.2 MB
  • anova-and-experimental-design/01_introduction-to-anova-and-experimental-design/02_introduction-to-anova-and-experimental-design/03_introduction-to-experimental-design.mp4 39.2 MB
  • modern-regression-analysis-in-r/04_prediction-and-explanation-in-linear-regression-analysis/01_prediction/01_differentiating-prediction-and-explanation.mp4 38.6 MB
  • anova-and-experimental-design/02_hypothesis-testing-in-the-anova-context/01_beyond-the-full-f-test/01_beyond-the-full-f-test.mp4 37.6 MB
  • anova-and-experimental-design/04_experimental-design-basic-concepts-and-designs/05_further-issues-in-experimental-design/03_ethical-issues-in-experimental-design.mp4 37.6 MB
[磁力链接] 添加时间:2024-02-17 大小:2.8 GB 最近下载:2025-06-13 热度:2799

[FreeCourseSite.com] Udemy - Regression Analysis in R for Machine Learning & Data Science

  • 07 Non-Parametric Regression Analysis in R_ Random Forest, Decision Trees and more/005 Lab_ Machine Learning Models' Comparison & Best Model Selection.mp4 106.2 MB
  • 07 Non-Parametric Regression Analysis in R_ Random Forest, Decision Trees and more/004 Lab_ Random Forest in R.mp4 105.0 MB
  • 06 Non-Linear Regression Analysis in R_ Polynomial & Spline regression, GAMs/002 Lab_ Polynomial regression in R.mp4 68.1 MB
  • 05 More types of regression models/001 Lab_ Multiple linear regression - model estimation.mp4 63.1 MB
  • 05 More types of regression models/005 ANOVA - Categorical variables with more than two levels in linear regressions.mp4 57.2 MB
  • 04 Linear Regression Analysis for Supervised Machine Learning in R/003 Your first linear regression model in R.mp4 55.9 MB
  • 07 Non-Parametric Regression Analysis in R_ Random Forest, Decision Trees and more/002 Lab_ Decision Trees in R.mp4 54.5 MB
  • 04 Linear Regression Analysis for Supervised Machine Learning in R/001 Overview of Regression Analysis.mp4 51.5 MB
  • 01 Introduction to the course, Machine Learning & Regression Analysis/002 Introduction to Regression Analysis.mp4 51.5 MB
  • 03 R Crash Course - get started with R-programming in R-Studio/006 Lab_ data types and data structures in R.mp4 50.4 MB
  • 02 Software used in this course R-Studio and Introduction to R/006 Lab_ Get started with R in RStudio.mp4 50.0 MB
  • 06 Non-Linear Regression Analysis in R_ Polynomial & Spline regression, GAMs/005 Lab_ Generalized additive models in R.mp4 49.8 MB
  • 06 Non-Linear Regression Analysis in R_ Polynomial & Spline regression, GAMs/004 Lab_ Spline regression in R.mp4 49.2 MB
  • 05 More types of regression models/003 Lab_ Multiple linear regression with interaction.mp4 46.7 MB
  • 04 Linear Regression Analysis for Supervised Machine Learning in R/006 Lab_ Linear Regression Diagnostics.mp4 45.3 MB
  • 02 Software used in this course R-Studio and Introduction to R/004 Lab_ Install R and RStudio in 2020.mp4 40.6 MB
  • 03 R Crash Course - get started with R-programming in R-Studio/007 Vectors' operations in R.mp4 37.7 MB
  • 01 Introduction to the course, Machine Learning & Regression Analysis/003 What is Machine Leraning and it's main types_.mp4 36.0 MB
  • 03 R Crash Course - get started with R-programming in R-Studio/012 Read Data into R.mp4 33.5 MB
  • 04 Linear Regression Analysis for Supervised Machine Learning in R/010 Prediction model evaluation with data split_ out-of-sample RMSE.mp4 32.7 MB
[磁力链接] 添加时间:2022-03-15 大小:1.5 GB 最近下载:2025-06-13 热度:1237

[ FreeCourseWeb.com ] Linkedin - Data Science for Java Developers.zip

  • [ FreeCourseWeb.com ] Linkedin - Data Science for Java Developers.zip 573.5 MB
[磁力链接] 添加时间:2021-04-06 大小:573.5 MB 最近下载:2025-06-13 热度:741

[Tutorialsplanet.NET] Udemy - Python for Data Science and Machine Learning Bootcamp

  • 26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4 164.3 MB
  • 26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.mp4 99.2 MB
  • 26. Neural Nets and Deep Learning/7. MNIST - Part Two.mp4 98.7 MB
  • 2. Environment Set-Up/1. Python Environment Setup.mp4 80.1 MB
  • 27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.mp4 72.6 MB
  • 25. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 66.0 MB
  • 25. Big Data and Spark with Python/9. PySpark Setup.mp4 63.3 MB
  • 26. Neural Nets and Deep Learning/6. MNIST - Part One.mp4 61.2 MB
  • 25. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 58.4 MB
  • 18. K Nearest Neighbors/4. KNN Project Solutions.mp4 55.2 MB
  • 2. Environment Set-Up/1.1 Py-DS-ML-Bootcamp-master.zip.zip 55.1 MB
  • 1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip.zip 55.0 MB
  • 3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip.zip 55.0 MB
  • 9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4 53.9 MB
  • 11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4 53.6 MB
  • 13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4 52.2 MB
  • 24. Natural Language Processing/6. NLP Project Solutions.mp4 50.4 MB
  • 20. Support Vector Machines/2. Support Vector Machines with Python.mp4 49.8 MB
  • 13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4 49.6 MB
  • 21. K Means Clustering/4. K Means Project Solutions.mp4 49.4 MB
[磁力链接] 添加时间:2021-05-01 大小:4.1 GB 最近下载:2025-06-13 热度:723

[FreeCourseSite.com] Udemy - Tableau 20 Advanced Training Master Tableau in Data Science

  • 3. Advanced Table Calculations/11. Trendlines for Power-Insights.mp4 157.1 MB
  • 6. Level Of Detail Calculations (LOD)/8. LOD Type 2 EXCLUDE (Part 1).mp4 149.3 MB
  • 6. Level Of Detail Calculations (LOD)/9. LOD Type 2 EXCLUDE (Part 2).mp4 145.3 MB
  • 4. Advanced Data Prep + Analytics In Tableau/5. Working with Large Data Sources.mp4 144.7 MB
  • 3. Advanced Table Calculations/8. Writing your own Table Calculations.mp4 144.4 MB
  • 3. Advanced Table Calculations/10. Quality Assurance For Table Calculations.mp4 143.2 MB
  • 6. Level Of Detail Calculations (LOD)/6. LOD Type 1 INCLUDE.mp4 142.3 MB
  • 7. Advanced Mapping Techniques/8. Customizing maps with Mapbox.mp4 141.6 MB
  • 2. Groups and Sets/10. Dashboard Tricks.mp4 141.5 MB
  • 3. Advanced Table Calculations/12. Creating a Storyline.mp4 129.7 MB
  • 3. Advanced Table Calculations/7. Specifying Direction of Computation.mp4 119.4 MB
  • 6. Level Of Detail Calculations (LOD)/11. LOD Type 3 FIXED.mp4 115.2 MB
  • 4. Advanced Data Prep + Analytics In Tableau/11. Advanced Timeseries Blending.mp4 114.3 MB
  • 4. Advanced Data Prep + Analytics In Tableau/7. What Does Real World Retail Look Like.mp4 112.1 MB
  • 6. Level Of Detail Calculations (LOD)/5. LOD Calculations Intuition.mp4 109.8 MB
  • 3. Advanced Table Calculations/5. Creating Advanced Table Calculations.mp4 99.8 MB
  • 3. Advanced Table Calculations/6. Saving a Quick Table Calculation.mp4 99.5 MB
  • 2. Groups and Sets/9. Dashboard The Startup Quadrant.mp4 93.9 MB
  • 3. Advanced Table Calculations/9. Adding a Second Layer Moving Average.mp4 90.7 MB
  • 4. Advanced Data Prep + Analytics In Tableau/13. Forecasting in Tableau.mp4 88.2 MB
[磁力链接] 添加时间:2021-04-30 大小:5.1 GB 最近下载:2025-06-13 热度:943

[DesireCourse.Com] 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 151.4 MB
  • 5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.mp4 145.0 MB
  • 10. Combinatorics/20. A Practical Example of Combinatorics.mp4 140.7 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
  • 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
  • 6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.mp4 108.5 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
[磁力链接] 添加时间:2022-05-03 大小:15.1 GB 最近下载:2025-06-13 热度:256

[GigaCourse.com] Udemy - Probability and Statistics for Business and Data Science

  • 4/6. Poisson Distribution.mp4 101.8 MB
  • 4/10. Normal Distribution - Formulas and Z Scores.mp4 84.5 MB
  • 5. Statistics/2. Sampling.mp4 78.0 MB
  • 5. Statistics/13. Student's T Distribution Example Exercise.mp4 73.0 MB
  • 5. Statistics/6. Hypothesis Testing.mp4 69.6 MB
  • 3/12. Bayes Theorem.mp4 67.0 MB
  • 2/2. Measuring Data.mp4 63.3 MB
  • 4/4. Binomial Distribution.mp4 63.0 MB
  • 7. Regression/1. Linear Regression.mp4 61.4 MB
  • 5. Statistics/12. Student's T Distribution.mp4 59.2 MB
  • 7. Regression/3. Multiple Regression.mp4 58.5 MB
  • 6. Analysis of Variance (ANOVA)/6. Two Way ANOVA with Replication.mp4 55.5 MB
  • 2/10. Bi-variate Data and Covariance.mp4 52.6 MB
  • 6. Analysis of Variance (ANOVA)/4. Two Way ANOVA Overview.mp4 52.3 MB
  • 2/1. What is Data.mp4 49.6 MB
  • 8. Chi-Square Analysis/1. Chi-Square Analysis.mp4 48.6 MB
  • 5. Statistics/5. Standard Error.mp4 48.4 MB
  • 6. Analysis of Variance (ANOVA)/2. ANOVA - Analysis of Variance.mp4 44.9 MB
  • 3/2. Permutations.mp4 42.8 MB
  • 8. Chi-Square Analysis/2. Chi Squared Analysis - Exercise Example.mp4 40.7 MB
[磁力链接] 添加时间:2021-04-13 大小:1.9 GB 最近下载:2025-06-13 热度:566

[ DevCourseWeb.com ] Udemy - Data Science - Credit Card Fraud Detection - Model Building

  • ~Get Your Files Here !/07 - Project Files and Code/Project Code/data/creditcard.csv 150.8 MB
  • ~Get Your Files Here !/05 - Model Building – Creating Common Functions/004 Created a common function to fit and predict on a Logistic Regression model.mp4 64.3 MB
  • ~Get Your Files Here !/06 - Model Building and Evaluation/002 Performing cross validation with RepeatedKFold and Model Evaluation.mp4 63.9 MB
  • ~Get Your Files Here !/06 - Model Building and Evaluation/009 Hyperparameter Tuning.mp4 37.6 MB
  • ~Get Your Files Here !/05 - Model Building – Creating Common Functions/005 Created a common function to fit and predict on a KNN model.mp4 36.4 MB
  • ~Get Your Files Here !/06 - Model Building and Evaluation/004 Proceeding with the model which shows the best result till now.mp4 35.7 MB
  • ~Get Your Files Here !/06 - Model Building and Evaluation/006 Performing Oversampling with Random Oversampler with StratifiedKFold.mp4 35.4 MB
  • ~Get Your Files Here !/06 - Model Building and Evaluation/007 Performing oversampling with SMOTE and Model Evaluation.mp4 35.3 MB
  • ~Get Your Files Here !/05 - Model Building – Creating Common Functions/002 Created a common function to plot confusion matrix.mp4 34.9 MB
  • ~Get Your Files Here !/06 - Model Building and Evaluation/008 Performing oversampling with ADASYN and Model Evaluation.mp4 29.2 MB
  • ~Get Your Files Here !/05 - Model Building – Creating Common Functions/001 About Confusion Matrix, Classification Report, AUC-ROC.mp4 28.4 MB
  • ~Get Your Files Here !/01 - Introduction and Getting Started/002 High Level Overview of the steps to be performed.mp4 28.4 MB
  • ~Get Your Files Here !/05 - Model Building – Creating Common Functions/009 Created a common function to fit and predict on a SVM model.mp4 28.0 MB
  • ~Get Your Files Here !/03 - Data Analysis & Feature Engineering/002 Finding correlation and plotting Heat Map.mp4 27.3 MB
  • ~Get Your Files Here !/06 - Model Building and Evaluation/005 About Random Oversampler, SMOTE, ADASYN.mp4 25.2 MB
  • ~Get Your Files Here !/05 - Model Building – Creating Common Functions/006 Created a common function to fit and predict on a Tree models.mp4 24.9 MB
  • ~Get Your Files Here !/03 - Data Analysis & Feature Engineering/001 Checking the class distribution of the target variable.mp4 22.1 MB
  • ~Get Your Files Here !/05 - Model Building – Creating Common Functions/003 About Logistic Regression, KNN, Tree, Random Forest, XGBoost, SVM models.mp4 21.3 MB
  • ~Get Your Files Here !/03 - Data Analysis & Feature Engineering/003 Performing Feature engineering.mp4 20.5 MB
  • ~Get Your Files Here !/01 - Introduction and Getting Started/003 Installing Packages.mp4 20.1 MB
[磁力链接] 添加时间:2022-03-30 大小:927.2 MB 最近下载:2025-06-13 热度:1172

[FreeCourseSite.com] Udemy - Complete Machine Learning & Data Science Bootcamp 2021

  • 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
  • 16. Career Advice + Extra Bits/9. CWD Git + Github.mp4 184.7 MB
  • 9. Scikit-learn Creating Machine Learning Models/41. Tuning Hyperparameters.mp4 184.3 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/32. Training Your Deep Neural Network.mp4 174.7 MB
  • 16. 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)/8. Feature Engineering.mp4 166.9 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/34. Make And Transform Predictions.mp4 162.5 MB
  • 9. Scikit-learn Creating Machine Learning Models/48. Putting It All Together.mp4 157.9 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/21. Turning Data Into Batches 2.mp4 156.6 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/9. Turning Data Into Numbers.mp4 153.3 MB
  • 5. Data Science Environment Setup/5. Mac Environment Setup.mp4 151.4 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/37. Visualizing And Evaluate Model Predictions 2.mp4 150.8 MB
  • 9. Scikit-learn Creating Machine Learning Models/16. Choosing The Right Model For Your Data.mp4 150.2 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/21. Feature Importance.mp4 149.2 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/41. Making Predictions On Test Images.mp4 147.7 MB
  • 14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/40. Training Model On Full Dataset.mp4 146.6 MB
  • 12. Milestone Project 2 Supervised Learning (Time Series Data)/19. Preproccessing Our Data.mp4 146.1 MB
  • 11. Milestone Project 1 Supervised Learning (Classification)/10. Finding Patterns 3.mp4 144.6 MB
[磁力链接] 添加时间:2021-04-15 大小:20.8 GB 最近下载:2025-06-13 热度:766

O'Reilly - Cracking the Data Science Interview

  • 01. Introduction/01_01-Welcome and About the Authors.mp4 6.9 MB
  • 01. Introduction/01_02-Introduction to the Video Series.mp4 15.6 MB
  • 02. Preparing for Interviews/02_01-Building and Marketing Your Skills.mp4 68.0 MB
  • 02. Preparing for Interviews/02_02-Understanding the Interview Process.mp4 17.9 MB
  • 02. Preparing for Interviews/02_03-Getting Hired is a Skill.mp4 25.0 MB
  • 02. Preparing for Interviews/02_04-Understanding the Data Science Skills Map.mp4 20.3 MB
  • 02. Preparing for Interviews/02_05-Common Questions in Data Science Interviews.mp4 12.2 MB
  • 02. Preparing for Interviews/02_06-Data Science Job Titles.mp4 12.6 MB
  • 03. Getting Interviews/03_01-How to Get Interviews.mp4 10.4 MB
  • 03. Getting Interviews/03_02-The Interview Funnel.mp4 9.4 MB
  • 03. Getting Interviews/03_03-Effective Strategies for Getting Hired.mp4 7.1 MB
  • 03. Getting Interviews/03_04-Crafting a Sales Pitch.mp4 24.7 MB
  • 03. Getting Interviews/03_05-Finding Quality Leads through Your Network.mp4 10.4 MB
  • 03. Getting Interviews/03_06-Direct Messaging Your Sales Pitch.mp4 21.5 MB
  • 03. Getting Interviews/03_07-Hard Work is Your Friend.mp4 12.2 MB
  • 04. RealWorld Experiences/04_01-Introduction to Greg Kamradt.mp4 2.3 MB
  • 04. RealWorld Experiences/04_02-Gregs Interview Funnel.mp4 11.6 MB
  • 04. RealWorld Experiences/04_03-Sourcing Interviews.mp4 16.1 MB
  • 04. RealWorld Experiences/04_04-Pitching.mp4 40.5 MB
  • 04. RealWorld Experiences/04_05-Interviewing.mp4 62.3 MB
[磁力链接] 添加时间:2017-02-12 大小:803.9 MB 最近下载:2025-06-13 热度:1620

Docker Masterclass for Machine Learning and Data Science

  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/1. Welcome/1. Welcome!.mp4 77.1 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/6. Automated Builds/8. NGINX & Automation P5.mp4 54.6 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/9. Docker Swarm/3. Swarm Deploy.mp4 48.5 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/14. Course Vault/4. Kubernetes Demo.mp4 47.9 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/4. DockerHub/3. Docker Hub Pull Image.mp4 45.4 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/7. File Challenge/3. File Challenge Solution.mp4 45.1 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/10. AWS/4. AWS Part Three.mp4 40.7 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/9. Docker Swarm/2. Swarm Intro.mp4 38.0 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/11. Security/3. Docker Security Scan.mp4 37.8 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/8. Docker Compose/3. Docker Compose - Jupyter.mp4 36.5 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/8. Docker Compose/5. Docker Compose Challenge - Part 1.mp4 33.3 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/8. Docker Compose/4. Docker Compose Challenge.mp4 33.0 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/13. Final/1. Thank You!.mp4 33.0 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/10. AWS/3. AWS Part Two.mp4 32.4 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/4. DockerHub/8. Testing a Volume.mp4 32.0 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/10. AWS/6. AWS Extras.mp4 30.3 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/6. Automated Builds/4. NGINX & Automation P1.mp4 29.8 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/11. Security/1. Docker Security - CVE.mp4 27.6 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/5. Challenge/3. Challenge Solution.mp4 27.3 MB
  • [TutsNode.com] - Docker Masterclass for Machine Learning and Data Science/3. Working With Docker - Basics/7. Common Docker Commands.mp4 27.2 MB
[磁力链接] 添加时间:2021-03-14 大小:1.3 GB 最近下载:2025-06-13 热度:2764

Python Hands-On Crash Course For Data Science 12+ Projects

  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/44. Introduction To Machine Learning/1. Introduction.mp4 412.5 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/45. Supervised Machine Learning/1. Supervised Machine Learning.mp4 402.7 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/40. PROJECT Wikipedia Web Scraping/1. Web Scraping On Wikipedia.mp4 379.2 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/48. Logistic Regression/1. Introduction 1.mp4 376.9 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/60. Flask PROJECT and DEPLOYMENT/3. Exploratory Data Analysis (EDA).mp4 367.1 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/50. Naive Bayes Classifier/2. Lab Session.mp4 327.0 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/55. K-Means Clustering/2. Lab Session 1 Exploratory Data Analysis(EDA).mp4 305.6 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/46. Linear Regression/4. Lab Session 3 Building Linear Regression Model.mp4 290.1 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/46. Linear Regression/2. Lab Session 1 Exploratory Data Analysis(EDA).mp4 272.6 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/50. Naive Bayes Classifier/1. Introduction.mp4 269.2 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/46. Linear Regression/3. Lab Session 2 EDA Dealing With Categorical And Missing Values.mp4 268.9 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/44. Introduction To Machine Learning/2. Applications Of A.IMachine Learning.mp4 265.6 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/56. Hierarchical Clustering/3. Lab Session.mp4 252.5 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/36. PROJECT Facebook Data Analysis with Python/1. Analyze Your Facebook Data Live!!.mp4 248.2 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/60. Flask PROJECT and DEPLOYMENT/5. Hands-On With Flask.mp4 246.0 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/42. PROJECT Web Scraping Building Amazon Auto Scraper/3. Building Amazon Auto Scraper.mp4 241.9 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/48. Logistic Regression/4. Lab Session 2 Exploratory Data Analysis(EDA).mp4 233.5 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/56. Hierarchical Clustering/1. Introduction.mp4 229.4 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/60. Flask PROJECT and DEPLOYMENT/4. Model Building.mp4 221.1 MB
  • [TutsNode.com] - Python Hands-On Crash Course For Data Science 12+ Projects/41. PROJECT Online Book Store Web Scrapping/2. PART 2 Book Store Web Scrapping.mp4 218.2 MB
[磁力链接] 添加时间:2022-01-17 大小:18.2 GB 最近下载:2025-06-13 热度:8027

[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 242.6 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 205.9 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:2021-03-09 大小:15.9 GB 最近下载:2025-06-13 热度:1117

[GigaCourse.Com] Udemy - Data Science Bootcamp with 5 Data Science Projects

  • 01 - Python Fundamentals/001 Why should you learn Python_.mp4 135.4 MB
  • 02 - Mastering Python Data Structures/015 Time Complexity.mp4 130.7 MB
  • 02 - Mastering Python Data Structures/019 Insertion and Selection Sort.mp4 129.8 MB
  • 02 - Mastering Python Data Structures/020 Merge Sort.mp4 125.0 MB
  • 02 - Mastering Python Data Structures/017 Binary Search.mp4 119.3 MB
  • 05 - Data Cleaning/022 Data Cleaning on Naukri Dataset.mp4 109.5 MB
  • 10 - Data Exploration/007 Exploring the Dabl Library.mp4 109.5 MB
  • 02 - Mastering Python Data Structures/016 Linear Search.mp4 104.2 MB
  • 01 - Python Fundamentals/002 Installing Python and Jupyter Notebook.mp4 100.0 MB
  • 08 - Statistics and Probability/024 Confidence Intervals.mp4 99.6 MB
  • 14 - Capstone Project 4_ Global Cost of Living/004 Extracting Latitude and Longitude from the L.mp4 88.0 MB
  • 05 - Data Cleaning/006 Imputing missing values in a real-time scenario.mp4 86.6 MB
  • 10 - Data Exploration/008 Exploring the Sweetviz Library.mp4 85.5 MB
  • 03 - Python Functions Deep Dive/008 Filter, Map, and Zip Functions.mp4 83.8 MB
  • 09 - Hypothesis Testing/004 P-Value and Level of Significance.mp4 82.6 MB
  • 02 - Mastering Python Data Structures/018 Bubble Sort.mp4 81.8 MB
  • 01 - Python Fundamentals/010 Arithmetic and Assignment Operators.mp4 81.8 MB
  • 02 - Mastering Python Data Structures/008 Introduction to Sets.mp4 81.3 MB
  • 05 - Data Cleaning/004 Imputing missing values with the business logic.mp4 80.7 MB
  • 08 - Statistics and Probability/008 Permutations and Combinations.mp4 80.5 MB
[磁力链接] 添加时间:2022-01-19 大小:12.6 GB 最近下载:2025-06-13 热度:4361


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