data science -移花宫 -武林禁地，闲人禁止入内

[GigaCourse.Com] Udemy - Complete Machine Learning & Data Science Bootcamp 2022

09 - Scikit-learn Creating Machine Learning Models/017 NEW Choosing The Right Model For Your Data.mp4 245.5 MB
09 - Scikit-learn Creating Machine Learning Models/040 NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 235.7 MB
05 - Data Science Environment Setup/008 Windows Environment Setup 2.mp4 233.6 MB
09 - Scikit-learn Creating Machine Learning Models/007 Typical scikit-learn Workflow.mp4 193.5 MB
09 - Scikit-learn Creating Machine Learning Models/008 Optional Debugging Warnings In Jupyter.mp4 179.8 MB
16 - Career Advice + Extra Bits/009 CWD Git + Github.mp4 178.1 MB
09 - Scikit-learn Creating Machine Learning Models/043 Tuning Hyperparameters.mp4 176.2 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/032 Training Your Deep Neural Network.mp4 171.1 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/008 Feature Engineering.mp4 165.1 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/034 Make And Transform Predictions.mp4 161.1 MB
16 - Career Advice + Extra Bits/003 What If I Don't Have Enough Experience.mp4 154.5 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/009 Turning Data Into Numbers.mp4 151.1 MB
09 - Scikit-learn Creating Machine Learning Models/050 Putting It All Together.mp4 150.1 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/021 Feature Importance.mp4 147.4 MB
05 - Data Science Environment Setup/005 Mac Environment Setup.mp4 146.2 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/019 Preproccessing Our Data.mp4 144.9 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/040 Training Model On Full Dataset.mp4 144.3 MB
11 - Milestone Project 1 Supervised Learning (Classification)/010 Finding Patterns 3.mp4 142.5 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/006 Exploring Our Data.mp4 142.3 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/015 Preparing The Images.mp4 138.4 MB

[磁力链接] 添加时间:2024-02-25 大小:17.8 GB 最近下载:2025-05-31 热度:1178

[FreeCourseSite.com] Udemy - Complete 2020 Data Science & Machine Learning Bootcamp

4. Introduction to Optimisation and the Gradient Descent Algorithm/8. [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 305.5 MB
4. Introduction to Optimisation and the Gradient Descent Algorithm/6. [Python] - Loops and the Gradient Descent Algorithm.mp4 301.4 MB
10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/12. Model Evaluation and the Confusion Matrix.mp4 264.1 MB
5. Predict House Prices with Multivariable Linear Regression/32. Build a Valuation Tool (Part 3) Docstrings & Creating your own Python Module.mp4 256.0 MB
4. Introduction to Optimisation and the Gradient Descent Algorithm/10. Understanding the Learning Rate.mp4 248.1 MB
12. Serving a Tensorflow Model through a Website/12. Introduction to OpenCV.mp4 246.8 MB
3. Python Programming for Data Science and Machine Learning/10. [Python] - Module Imports.mp4 243.3 MB
12. Serving a Tensorflow Model through a Website/14. Calculating the Centre of Mass and Shifting the Image.mp4 234.1 MB
4. Introduction to Optimisation and the Gradient Descent Algorithm/9. [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 229.6 MB
10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/10. Use the Model to Make Predictions.mp4 228.9 MB
5. Predict House Prices with Multivariable Linear Regression/14. Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.mp4 224.8 MB
11. Use Tensorflow to Classify Handwritten Digits/12. Different Model Architectures Experimenting with Dropout.mp4 224.1 MB
8. Test and Evaluate a Naive Bayes Classifier Part 3/6. Visualising the Decision Boundary.mp4 215.3 MB
8. Test and Evaluate a Naive Bayes Classifier Part 3/11. A Naive Bayes Implementation using SciKit Learn.mp4 204.6 MB
4. Introduction to Optimisation and the Gradient Descent Algorithm/11. How to Create 3-Dimensional Charts.mp4 202.9 MB
10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4 200.8 MB
12. Serving a Tensorflow Model through a Website/7. Loading a Tensorflow.js Model and Starting your own Server.mp4 197.2 MB
12. Serving a Tensorflow Model through a Website/9. Styling an HTML Canvas.mp4 196.5 MB
12. Serving a Tensorflow Model through a Website/16. Adding the Game Logic.mp4 181.2 MB
12. Serving a Tensorflow Model through a Website/10. Drawing on an HTML Canvas.mp4 180.3 MB

[磁力链接] 添加时间:2021-04-04 大小:18.4 GB 最近下载:2025-05-29 热度:1175

[ DevCourseWeb.com ] Udemy - Climate Change Economics Using Data Science

~Get Your Files Here !/3 - Tracking the carbon emissions intensity/6 - Drawing Emissions Intensity Plots across Europe spanning 2 decades.mp4 278.7 MB
~Get Your Files Here !/5 - Tracking the share of Renewables in the electricity generation mix/9 - Generation mix Application South Asia.mp4 206.2 MB
~Get Your Files Here !/4 - Tracking the progress of electricity access/8 - Electricity Access Application South Asia.mp4 203.6 MB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/2 - Drawing the Marginal Abatement Cost Curve on Python.mp4 137.4 MB
~Get Your Files Here !/2 - ClimateChange Immigration Analysis/4 - Immigration analysis.mp4 100.2 MB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/1 - Marginal Abatement Cost and Mitigation Potential theory.mp4 93.8 MB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/3 - Interpreting the Marginal Abatement Cost Curve and Cost Derivation process.mp4 62.9 MB
~Get Your Files Here !/3 - Tracking the carbon emissions intensity/7 - Interpretation of the plots that we produced.mp4 43.6 MB
~Get Your Files Here !/3 - Tracking the carbon emissions intensity/5 - Theory.mp4 32.3 MB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/2 - mac-curve.jpeg 384.9 kB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/3 - Abatement-v3.ipynb 312.5 kB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/2 - Abatement-v2.ipynb 310.9 kB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/1 - Abatement.ipynb 23.5 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes
~Get Your Files Here !/2 - ClimateChange Immigration Analysis/4 - Link.txt 173 Bytes
~Get Your Files Here !/5 - Tracking the share of Renewables in the electricity generation mix/9 - Link.txt 42 Bytes
~Get Your Files Here !/3 - Tracking the carbon emissions intensity/5 - Link.txt 27 Bytes

[磁力链接] 添加时间:2024-04-24 大小:1.2 GB 最近下载:2025-06-01 热度:1174

[FreeCourseWorld.Com] Udemy - R Programming Advanced Analytics In R For Data Science

02 Data Preparation/020 Replacing Missing Data Median Imputation Method (Part 1).mp4 65.0 MB
03 Lists in R/027 Project Brief Machine Utilization.mp4 64.8 MB
02 Data Preparation/006 Updates on Udemy Reviews.mp4 61.2 MB
02 Data Preparation/014 An Elegant Way To Locate Missing Data.mp4 59.8 MB
04 Apply Family of Functions/050 THANK YOU bonus video.mp4 54.8 MB
03 Lists in R/029 Handling Date-Times in R.mp4 52.5 MB
04 Apply Family of Functions/037 Welcome to this section. This is what you will learn.mp4 51.9 MB
04 Apply Family of Functions/043 Using lapply().mp4 51.0 MB
02 Data Preparation/004 Welcome to this section. This is what you will learn.mp4 50.1 MB
01 Welcome To The Course/001 Welcome to the Advanced R Programming Course.mp4 48.4 MB
03 Lists in R/035 Creating A Timeseries Plot.mp4 48.1 MB
02 Data Preparation/012 Dealing with Missing Data.mp4 47.8 MB
03 Lists in R/030 R programming What is a List.mp4 46.9 MB
02 Data Preparation/011 gsub() and sub().mp4 46.1 MB
02 Data Preparation/018 Reseting the dataframe index.mp4 46.0 MB
04 Apply Family of Functions/046 Using sapply().mp4 45.7 MB
04 Apply Family of Functions/048 which.max() and which.min() (advanced topic).mp4 42.4 MB
02 Data Preparation/024 Visualizing results.mp4 42.0 MB
03 Lists in R/033 Adding and deleting components.mp4 40.3 MB
02 Data Preparation/008 What are Factors (Refresher).mp4 39.4 MB

[磁力链接] 添加时间:2021-03-18 大小:1.7 GB 最近下载:2025-05-23 热度:1172

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

2. Statistics and Probability Refresher, and Python Practice/9. [Activity] Advanced Visualization with Seaborn.mp4 155.0 MB
6. More Data Mining and Machine Learning Techniques/2. [Activity] Using KNN to predict a rating for a movie.mp4 149.0 MB
10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.mp4 148.5 MB
8. Apache Spark Machine Learning on Big Data/8. Introduction to Decision Trees in Spark.mp4 140.5 MB
5. Recommender Systems/5. [Activity] Making Movie Recommendations with Item-Based Collaborative Filtering.mp4 139.0 MB
6. More Data Mining and Machine Learning Techniques/6. Reinforcement Learning.mp4 138.7 MB
7. Dealing with Real-World Data/4. [Activity] Cleaning web log data.mp4 135.7 MB
2. Statistics and Probability Refresher, and Python Practice/8. [Activity] A Crash Course in matplotlib.mp4 135.6 MB
10. Deep Learning and Neural Networks/18. The Ethics of Deep Learning.mp4 134.5 MB
2. Statistics and Probability Refresher, and Python Practice/11. [Exercise] Conditional Probability.mp4 131.2 MB
1. Getting Started/11. Introducing the Pandas Library [Optional].mp4 129.1 MB
10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 1.mp4 124.0 MB
8. Apache Spark Machine Learning on Big Data/9. [Activity] K-Means Clustering in Spark.mp4 123.6 MB
2. Statistics and Probability Refresher, and Python Practice/10. [Activity] Covariance and Correlation.mp4 122.4 MB
10. Deep Learning and Neural Networks/15. [Activity] Transfer Learning.mp4 120.9 MB
2. Statistics and Probability Refresher, and Python Practice/7. [Activity] Percentiles and Moments.mp4 119.6 MB
8. Apache Spark Machine Learning on Big Data/4. [Activity] Installing Spark - Part 2.mp4 117.4 MB
2. Statistics and Probability Refresher, and Python Practice/4. [Activity] Variation and Standard Deviation.mp4 116.2 MB
6. More Data Mining and Machine Learning Techniques/4. [Activity] PCA Example with the Iris data set.mp4 115.1 MB
5. Recommender Systems/3. [Activity] Finding Movie Similarities using Cosine Similarity.mp4 113.1 MB

[磁力链接] 添加时间:2021-03-11 大小:8.2 GB 最近下载:2025-05-30 热度:1169

[DesireCourse.Net] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

37. Convolutional Neural Networks/10.1 Section 40 - Convolutional Neural Networks (CNN).zip 234.9 MB
29. Apriori/6. Apriori in Python - Step 4.mp4 172.3 MB
37. Convolutional Neural Networks/16. CNN in Python - FINAL DEMO!.mp4 160.2 MB
43. Model Selection/3. Grid Search in Python.mp4 159.2 MB
17. K-Nearest Neighbors (K-NN)/3. K-NN in Python.mp4 153.7 MB
23. Classification Model Selection in Python/2. THE ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION!.mp4 142.6 MB
27. Hierarchical Clustering/7. Hierarchical Clustering in Python - Step 2.mp4 142.5 MB
13. Regression Model Selection in Python/2. Preparation of the Regression Code Templates.mp4 129.6 MB
26. K-Means Clustering/9. K-Means Clustering in Python - Step 5.mp4 126.4 MB
16. Logistic Regression/9. Logistic Regression in Python - Step 7.mp4 124.4 MB
37. Convolutional Neural Networks/13. CNN in Python - Step 3.mp4 124.3 MB
39. Principal Component Analysis (PCA)/3. PCA in Python - Step 1.mp4 118.4 MB
43. Model Selection/2. k-Fold Cross Validation in Python.mp4 117.8 MB
36. Artificial Neural Networks/13. ANN in Python - Step 2.mp4 116.4 MB
21. Decision Tree Classification/3. Decision Tree Classification in Python.mp4 113.3 MB
29. Apriori/4. Apriori in Python - Step 2.mp4 112.9 MB
37. Convolutional Neural Networks/12. CNN in Python - Step 2.mp4 112.1 MB
18. Support Vector Machine (SVM)/4. SVM in Python.mp4 109.9 MB
34. -------------------- Part 7 Natural Language Processing --------------------/5. Bag-Of-Words Model.mp4 108.5 MB
40. Linear Discriminant Analysis (LDA)/3. LDA in Python.mp4 107.0 MB

[磁力链接] 添加时间:2021-03-25 大小:12.3 GB 最近下载:2025-05-26 热度:1168

[ FreeCourseWeb.com ] Udemy - KNIME Analytics Bootcamp - ETL Tools for Data Science.zip

[ FreeCourseWeb.com ] Udemy - KNIME Analytics Bootcamp - ETL Tools for Data Science.zip 1.5 GB

[磁力链接] 添加时间:2021-04-29 大小:1.5 GB 最近下载:2025-05-28 热度:1168

[FreeCourseSite.com] Udemy - Python for Data Science & Machine Learning from A-Z

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

[磁力链接] 添加时间:2022-01-13 大小:7.9 GB 最近下载:2025-05-27 热度:1166

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

10. Window Functions for Analytics/5. Working with Rollups and Cubes.mp4 117.4 MB
10. Window Functions for Analytics/3. RANK, FIRST_VALUE and NTILE Functions.mp4 116.6 MB
9. Working with Multiple Tables/6. Creating Views vs. Inline Views.mp4 84.3 MB
2. Database Basics/4. Install Postgres on Windows.mp4 75.1 MB
10. Window Functions for Analytics/4. LEAD and LAG Functions.mp4 66.2 MB
1. Chapter 1/1. Course Overview.mp4 55.4 MB
2. Database Basics/5. Create Table and Insert Statements.mp4 45.4 MB
9. Working with Multiple Tables/2. INNER and OUTER Joins + [EXERCISES].mp4 42.7 MB
3. SQL Query Basics/2. Filter Data Using the WHERE Clause + AND & OR.mp4 42.4 MB
2. Database Basics/7. Prepare the Database.mp4 41.9 MB
10. Window Functions for Analytics/2. Ordering Data in Window Frames.mp4 36.5 MB
7. Using the CASE Clause in Interesting Ways/1. Conditional Expressions Using CASE Clause + [EXERCISES].mp4 34.7 MB
6. Using Subqueries/4. Subqueries with ANY and ALL Operators + [EXERCISES].mp4 34.6 MB
3. SQL Query Basics/1. Introducing the SELECT Statement.mp4 34.4 MB
8. Advanced Query Techniques using Correlated Subqueries/1. Understanding Correlated Subqueries.mp4 33.6 MB
7. Using the CASE Clause in Interesting Ways/2. Transposing Data using the CASE Clause + [EXERCISES].mp4 31.7 MB
3. SQL Query Basics/3. Filtering Operators - IN, NOT IN, IS NULL, BETWEEN.mp4 31.6 MB
10. Window Functions for Analytics/1. Window Functions using the OVER() Clause.mp4 31.3 MB
6. Using Subqueries/3. Subqueries Continued + [EXERCISES].mp4 31.2 MB
9. Working with Multiple Tables/5. [EXERCISES] Joins and Subqueries Continued.mp4 28.7 MB

[磁力链接] 添加时间:2021-04-01 大小:1.4 GB 最近下载:2025-05-16 热度:1162

[ FreeCourseWeb.com ] Linkedin - Hands-On Data Science - 1 Analyzing Employee Data with SQL

~Get Your Files Here !/[3] 2. Analyzing Employee Data with SQL/[3] Querying employee data with SQL.mp4 384.2 MB
~Get Your Files Here !/[3] 2. Analyzing Employee Data with SQL/[2] Employee data structure.mp4 66.5 MB
~Get Your Files Here !/[3] 2. Analyzing Employee Data with SQL/[4] Presenting your analysis.mp4 57.1 MB
~Get Your Files Here !/[1] Introduction/[1] Welcome to hands-on data science.mp4 27.4 MB
~Get Your Files Here !/[3] 2. Analyzing Employee Data with SQL/[1] Introduction and setup.mp4 24.7 MB
~Get Your Files Here !/[2] 1. Hands-On Data Science/[1] How to use this course.mp4 12.6 MB
~Get Your Files Here !/[2] 1. Hands-On Data Science/[2] What you will learn.mp4 9.1 MB
~Get Your Files Here !/Ex_Files_Hands_On_Data_Sci_1/Exercise Files/dates.csv 353.7 kB
~Get Your Files Here !/Ex_Files_Hands_On_Data_Sci_1/Exercise Files/employees.csv 71.0 kB
~Get Your Files Here !/[3] 2. Analyzing Employee Data with SQL/[3] Querying employee data with SQL.srt 49.6 kB
~Get Your Files Here !/[3] 2. Analyzing Employee Data with SQL/[2] Employee data structure.srt 9.6 kB
~Get Your Files Here !/[3] 2. Analyzing Employee Data with SQL/[4] Presenting your analysis.srt 7.9 kB
~Get Your Files Here !/[2] 1. Hands-On Data Science/[2] What you will learn.srt 6.9 kB
~Get Your Files Here !/[2] 1. Hands-On Data Science/[1] How to use this course.srt 3.4 kB
~Get Your Files Here !/[1] Introduction/[1] Welcome to hands-on data science.srt 2.7 kB
~Get Your Files Here !/[3] 2. Analyzing Employee Data with SQL/[1] Introduction and setup.srt 2.6 kB
~Get Your Files Here !/Ex_Files_Hands_On_Data_Sci_1/Exercise Files/sql-fundamentals-2.txt 1.8 kB
~Get Your Files Here !/Ex_Files_Hands_On_Data_Sci_1/Exercise Files/sql-fundamentals-1.txt 671 Bytes
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 183 Bytes

[磁力链接] 添加时间:2022-01-21 大小:582.1 MB 最近下载:2025-05-29 热度:1161

[ FreeCourseWeb.com ] Udemy - Web Scraping APIs for Data Science 2021 PostgreSQL + Excel

~Get Your Files Here !/02 Fundamentals & Project # 1 - Beginner Level/002 Fundamentals & Project # 1 (Part 1_2).mp4 241.9 MB
~Get Your Files Here !/03 Project # 2 - Intermediate Level/004 Extract Data from Multiple Pages + Excel.mp4 198.7 MB
~Get Your Files Here !/04 Project # 3 - BONUS SECTION -Infinite Scroll Website - Intemediate Level/001 Project Overview & Requests.mp4 193.8 MB
~Get Your Files Here !/04 Project # 3 - BONUS SECTION -Infinite Scroll Website - Intemediate Level/004 Extract Data from 10 Pages.mp4 147.2 MB
~Get Your Files Here !/04 Project # 3 - BONUS SECTION -Infinite Scroll Website - Intemediate Level/002 Find your Data.mp4 144.0 MB
~Get Your Files Here !/04 Project # 3 - BONUS SECTION -Infinite Scroll Website - Intemediate Level/003 Extract Data from One Page.mp4 136.2 MB
~Get Your Files Here !/03 Project # 2 - Intermediate Level/001 Project Overview & Understanding the website's API.mp4 127.8 MB
~Get Your Files Here !/03 Project # 2 - Intermediate Level/003 Extract Data from Single Page.mp4 125.5 MB
~Get Your Files Here !/02 Fundamentals & Project # 1 - Beginner Level/003 Fundamentals & Project # 1 (Part 2_2).mp4 124.9 MB
~Get Your Files Here !/05 Project #4 - Advanced Level Project + PostgreSQL/002 New York Data - Set Up & Python Request.mp4 110.3 MB
~Get Your Files Here !/05 Project #4 - Advanced Level Project + PostgreSQL/005 New York Data - Extract 5000 results.mp4 104.1 MB
~Get Your Files Here !/05 Project #4 - Advanced Level Project + PostgreSQL/006 San Francisco Data - Extract 5000 results.mp4 99.8 MB
~Get Your Files Here !/03 Project # 2 - Intermediate Level/002 Find the necessary Data.mp4 95.6 MB
~Get Your Files Here !/05 Project #4 - Advanced Level Project + PostgreSQL/009 Connect Jupyter Notebook with PostgreSQL & Run SQL - Commands.mp4 90.1 MB
~Get Your Files Here !/05 Project #4 - Advanced Level Project + PostgreSQL/003 New York Data - Find your Data.mp4 72.7 MB
~Get Your Files Here !/05 Project #4 - Advanced Level Project + PostgreSQL/004 New York Data - Extract Data from One Page.mp4 61.4 MB
~Get Your Files Here !/01 Introduction/001 Course Overview & Introduction.mp4 51.9 MB
~Get Your Files Here !/05 Project #4 - Advanced Level Project + PostgreSQL/007 Combine Dataframes & Excel.mp4 47.9 MB
~Get Your Files Here !/02 Fundamentals & Project # 1 - Beginner Level/001 Install necessary libraries.mp4 35.6 MB
~Get Your Files Here !/05 Project #4 - Advanced Level Project + PostgreSQL/008 Install PostgreSQL.mp4 34.5 MB

[磁力链接] 添加时间:2024-09-01 大小:2.3 GB 最近下载:2025-06-01 热度:1158

[ DevCourseWeb.com ] Udemy - Hands-On Machine Learning and Data Science in TensorFlow JS.zip

[ DevCourseWeb.com ] Udemy - Hands-On Machine Learning and Data Science in TensorFlow JS.zip 4.1 GB

[磁力链接] 添加时间:2021-03-18 大小:4.1 GB 最近下载:2025-05-31 热度:1157

[FreeCourseLab.com] Udemy - R Programming Advanced Analytics In R For Data Science

2. Data Preparation/3. Updates on Udemy Reviews.mp4 61.2 MB
3. Lists in R/2. Project Brief Machine Utilization.mp4 55.7 MB
2. Data Preparation/17. Replacing Missing Data Median Imputation Method (Part 1).mp4 51.3 MB
2. Data Preparation/11. An Elegant Way To Locate Missing Data.mp4 50.8 MB
2. Data Preparation/9. Dealing with Missing Data.mp4 44.7 MB
2. Data Preparation/15. Reseting the dataframe index.mp4 41.1 MB
4. Apply Family of Functions/7. Using lapply().mp4 40.6 MB
3. Lists in R/4. Handling Date-Times in R.mp4 40.5 MB
3. Lists in R/10. Creating A Timeseries Plot.mp4 40.1 MB
3. Lists in R/5. What is a List.mp4 37.7 MB
4. Apply Family of Functions/10. Using sapply().mp4 36.6 MB
2. Data Preparation/8. gsub() and sub().mp4 34.7 MB
3. Lists in R/8. Adding and deleting components.mp4 34.1 MB
4. Apply Family of Functions/12. which.max() and which.min() (advanced topic).mp4 34.0 MB
2. Data Preparation/21. Visualizing results.mp4 33.4 MB
2. Data Preparation/12. Data Filters which() for Non-Missing Data.mp4 31.5 MB
2. Data Preparation/5. What are Factors (Refresher).mp4 30.7 MB
1. Welcome To The Course/1. Welcome to the Advanced R Programming Course!.mp4 30.5 MB
4. Apply Family of Functions/3. Import Data into R.mp4 29.4 MB
4. Apply Family of Functions/9. Adding your own functions.mp4 29.4 MB

[磁力链接] 添加时间:2021-03-22 大小:1.3 GB 最近下载:2025-05-31 热度:1157

GetFreeCourses.Co-Udemy-Data Science Masterclass 2021 Build 30 Real World Projects

16. Project-15 Cats Vs Dogs Image Classification App/2. Creating Project Notebook.mp4 256.2 MB
18. Project-17 Gender From Voice Prediction/2. Creating Project Notebook.mp4 254.7 MB
19. Project-18 Restaurant Recommendation System/4. Data Analysis 2.mp4 254.6 MB
20. Project-19 Check Happiness Ranking Using Machine Learning/2. Project Notebook.mp4 252.2 MB
13. Project-12 Attrition Rate Django App/2. Creating Colab Notebook.mp4 224.2 MB
21. Project-20 Predicting Forest Fire - Machine Learning/2. Project Notebook.mp4 217.2 MB
17. Project-16 Customer Revenue Prediction/2. Colab Notebook.mp4 211.5 MB
21. Project-20 Predicting Forest Fire - Machine Learning/6.1 Forest Fires App -Code.zip 196.6 MB
16. Project-15 Cats Vs Dogs Image Classification App/6.1 Cats Vs Dogs App Code.zip 189.4 MB
14. Project-13 Project To Find Legendary Pokemon/2. Creating Colab Notebook.mp4 185.8 MB
30. Project-29 Customer Churning Prediction/3. data visualization.mp4 168.3 MB
30. Project-29 Customer Churning Prediction/4. Model building.mp4 154.4 MB
12. Project-11 Sentiment Analysis Using Logistic Regression/2. Project Notebook Google Colab.mp4 147.7 MB
20. Project-19 Check Happiness Ranking Using Machine Learning/3. Creating Django App.mp4 145.1 MB
29. Project-28 Covid-19 Case Analysis/4. Data Analysis part2.mp4 141.5 MB
9. Project-8 Create A Face Swapping Application/3. Data preprocessing and creating output.mp4 133.7 MB
28. Project-27 Air Quality Prediction/6. Model building part1.mp4 129.4 MB
29. Project-28 Covid-19 Case Analysis/2. data preprocessing.mp4 124.9 MB
17. Project-16 Customer Revenue Prediction/3. Creating Flask App.mp4 123.7 MB
21. Project-20 Predicting Forest Fire - Machine Learning/4. Creating Django App.mp4 122.8 MB

[磁力链接] 添加时间:2022-01-28 大小:11.7 GB 最近下载:2025-05-30 热度:1157

[ 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:2025-05-28 热度:1156

[FreeTutorials.Eu] Udemy - TABLEAU 2018 Hands-On Tableau Training For Data Science!

7. Advanced Data Preparation/3. Data Interpreter.mp4 160.5 MB
4. Maps, Scatterplots, and Your First Dashboard/2. Joining Data in Tableau.mp4 115.3 MB
5. Joining and Blending Data, PLUS Dual Axis Charts/6. The Showdown Joining Data v.s. Blending Data in Tableau.mp4 113.0 MB
5. Joining and Blending Data, PLUS Dual Axis Charts/8. Creating Calculated Fields in a Blend (Advanced Topic).mp4 111.6 MB
8. Clusters, custom territories, design features/7. Modeling With Clusters.mp4 111.5 MB
6. Table Calculations, Advanced Dashboards, Storytelling/11. Creating a Storyline.mp4 107.2 MB
5. Joining and Blending Data, PLUS Dual Axis Charts/1. Section Intro.mp4 103.7 MB
8. Clusters, custom territories, design features/2. Custom Territories Via Groups.mp4 103.5 MB
4. Maps, Scatterplots, and Your First Dashboard/3. Creating a Map, Working with Hierarchies.mp4 102.7 MB
8. Clusters, custom territories, design features/1. The Challenge Startup Expansion Analytics.mp4 98.4 MB
5. Joining and Blending Data, PLUS Dual Axis Charts/5. Data Blending in Tableau.mp4 96.8 MB
5. Joining and Blending Data, PLUS Dual Axis Charts/7. Dual Axis Chart.mp4 93.0 MB
4. Maps, Scatterplots, and Your First Dashboard/7. Adding an Interactive Action - Highlighting.mp4 92.2 MB
3. Time series, Aggregation, and Filters/5. Creating an Area Chart & Learning About Highlighting.mp4 90.4 MB
9. What's new in Tableau 2018/5. Joining to Spatial Files.mp4 87.5 MB
9. What's new in Tableau 2018/8. Viz in Tolltip.mp4 86.5 MB
9. What's new in Tableau 2018/3. Connecting to PDF.mp4 84.1 MB
4. Maps, Scatterplots, and Your First Dashboard/6. Adding an Interactive Action - Filter.mp4 81.6 MB
6. Table Calculations, Advanced Dashboards, Storytelling/10. Analyzing the Customer Segmentation Dashboard.mp4 77.0 MB
3. Time series, Aggregation, and Filters/4. Understanding Aggregation, Granularity, and Level of Detail.mp4 76.8 MB

[磁力链接] 添加时间:2021-03-19 大小:4.3 GB 最近下载:2025-06-01 热度:1155

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:2025-05-31 热度:1150

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

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

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

365 Data Science - Tableau [CoursesGhar]

1. Introduction to Tableau [CoursesGhar.Com]/5. Exploring Tableau_s Interface.mp4 33.9 MB
1. Introduction to Tableau [CoursesGhar.Com]/6. Let_s Create our first Chart in Tableau!.mp4 33.8 MB
1. Introduction to Tableau [CoursesGhar.Com]/1. Welcome to Tableau.mp4 29.9 MB
1. Introduction to Tableau [CoursesGhar.Com]/2. Why Use Tableau - Make Your Data Make an Impact.mp4 25.7 MB
3. Tableau - The Tableau Exercise [CoursesGhar.Com]/3. Using Joins in Tableau.mp4 20.2 MB
2. Tableau - Tableau Functionalities [CoursesGhar.Com]/8. Working with Joins in Tableau.mp4 20.2 MB
3. Tableau - The Tableau Exercise [CoursesGhar.Com]/5. Blending Data in Tableau.mp4 19.9 MB
3. Tableau - The Tableau Exercise [CoursesGhar.Com]/10. Creating and Formatting a Dashboard.mp4 18.2 MB
2. Tableau - Tableau Functionalities [CoursesGhar.Com]/2. Creating a Table.mp4 17.4 MB
2. Tableau - Tableau Functionalities [CoursesGhar.Com]/4. Creating a Custom Field and Adding Calculations to a Table.mp4 15.8 MB
2. Tableau - Tableau Functionalities [CoursesGhar.Com]/6. Adding a Custom Calculation.mp4 15.7 MB
3. Tableau - The Tableau Exercise [CoursesGhar.Com]/11. Adding Interactive Filters for Improved Analysis.mp4 15.5 MB
3. Tableau - The Tableau Exercise [CoursesGhar.Com]/7. First chart.mp4 14.7 MB
3. Tableau - The Tableau Exercise [CoursesGhar.Com]/4. Performing a Numbers Check - Attempt #1.mp4 14.3 MB
3. Tableau - The Tableau Exercise [CoursesGhar.Com]/6. Performing a Numbers Check - Attempt #2.mp4 13.8 MB
2. Tableau - Tableau Functionalities [CoursesGhar.Com]/7. Inserting a Filter.mp4 12.0 MB
2. Tableau - Tableau Functionalities [CoursesGhar.Com]/1. Duplicating a sheet.mp4 11.5 MB
1. Introduction to Tableau [CoursesGhar.Com]/3. Let_s Download Tableau Public.mp4 11.1 MB
3. Tableau - The Tableau Exercise [CoursesGhar.Com]/8. Second chart.mp4 10.5 MB
3. Tableau - The Tableau Exercise [CoursesGhar.Com]/1. Introduction to the exercise.mp4 10.0 MB

[磁力链接] 添加时间:2022-03-20 大小:413.9 MB 最近下载:2025-06-01 热度:1134

[DesireCourse.Net] Udemy - Statistics for Business Analytics and Data Science A-Z™

3. Central Limit Theorem/8. Hands-On CLT - Analytics Challenge.mp4 189.6 MB
5. Advanced Hypothesis Testing/6. Warning about misuse and overuse of p-values.mp4 55.2 MB
5. Advanced Hypothesis Testing/9. THANK YOU bonus video.mp4 54.8 MB
2. Distributions/10. Homework Solution - Part 1.mp4 54.0 MB
2. Distributions/11. Homework Solution - Part 2.mp4 52.4 MB
5. Advanced Hypothesis Testing/3. T-Tests.mp4 51.9 MB
2. Distributions/2. Updates on Udemy Reviews.mp4 51.3 MB
3. Central Limit Theorem/10. Homework Solution.mp4 45.9 MB
4. Hypothesis Testing Statistical Significance/6. Proportion Testing.mp4 41.6 MB
5. Advanced Hypothesis Testing/5. 2-Tailed Test Exercise.mp4 40.2 MB
4. Hypothesis Testing Statistical Significance/2. Hypothesis Testing - Steps.mp4 38.0 MB
6. Vitaly Dolgov's Guest Section/6. Trends in Analytics - Part 2.mp4 36.0 MB
5. Advanced Hypothesis Testing/1. What it means when you cannot reject the Null Hypothesis.mp4 34.9 MB
4. Hypothesis Testing Statistical Significance/8. Homework Solution.mp4 33.4 MB
5. Advanced Hypothesis Testing/7. Real Life Example.mp4 31.9 MB
2. Distributions/4. What is a Distribution.mp4 27.6 MB
4. Hypothesis Testing Statistical Significance/4. Hypothesis Testing - Rejection Region.mp4 25.9 MB
3. Central Limit Theorem/7. Z-Score.mp4 25.8 MB
2. Distributions/5. What is Standard Deviation.srt 25.7 MB
2. Distributions/5. What is Standard Deviation.mp4 25.6 MB

[磁力链接] 添加时间:2021-04-09 大小:1.3 GB 最近下载:2025-05-27 热度:1133