data science -移花宫 -武林禁地，闲人禁止入内

[ 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