data science -移花宫 -武林禁地，闲人禁止入内

[ CourseWikia.com ] Udemy - Spatial Analysis & Geospatial Data Science in Python 2021.zip

[ CourseWikia.com ] Udemy - Spatial Analysis & Geospatial Data Science in Python 2021.zip 2.1 GB

[磁力链接] 添加时间:2024-01-08 大小:2.1 GB 最近下载:2025-09-02 热度:1301

[GigaCourse.Com] Udemy - Data Science A-Z™: Hands-On Exercises & ChatGPT Bonus [2023]

20 - Handling errors during ETL Phases 1 & 2/136 - What do you do when your source file is corrupt Part 1.mp4 315.8 MB
20 - Handling errors during ETL Phases 1 & 2/142 - How to analyze the error files.mp4 223.7 MB
27 - Homework Solutions/214 - ETL Error Handling Phases 1 and 2.mp4 217.3 MB
27 - Homework Solutions/215 - ETL Error Handling Vehicle Service Project Part 1 of 3.mp4 179.2 MB
27 - Homework Solutions/217 - ETL Error Handling Vehicle Service Project Part 3 of 3.mp4 156.2 MB
26 - Presenting for Data Scientists/205 - REAL Data Science Presentation Walkthrough.mp4 154.2 MB
13 - Assessing your model/90 - How to build a CAP curve in Excel.mp4 140.1 MB
23 - Handling errors during ETL Phase 3/182 - Upload the data to RAW table.mp4 140.0 MB
10 - Multiple Linear Regression/65 - Backward Elimination.mp4 120.5 MB
14 - Drawing insights from your model/102 - Deriving insights from your coefficients advanced topic.mp4 120.1 MB
20 - Handling errors during ETL Phases 1 & 2/138 - SSIS Error Data truncation.mp4 119.7 MB
10 - Multiple Linear Regression/67 - Interpreting coefficients of MLR.mp4 108.6 MB
6 - Advanced Data Mining With Tableau/41 - Bonus Chi.mp4 103.3 MB
6 - Advanced Data Mining With Tableau/40 - Visualising Balance and Estimated Salary distribution.mp4 100.5 MB
22 - ETL Phase 3 Data Wrangling after the load/176 - Converting data on the fly.mp4 98.3 MB
13 - Assessing your model/94 - Applying the model to test data.mp4 88.3 MB
13 - Assessing your model/95 - Comparing training performance and test performance.mp4 87.0 MB
10 - Multiple Linear Regression/64 - Ways to build a model BACKWARD FORWARD STEPWISE.mp4 78.0 MB
20 - Handling errors during ETL Phases 1 & 2/137 - What do you do when your source file is corrupt Part 2.mp4 74.8 MB
12 - Building a robust geodemographic segmentation model/81 - Lets build the model.mp4 74.5 MB

[磁力链接] 添加时间:2023-12-24 大小:7.2 GB 最近下载:2025-09-02 热度:1299

[ FreeCourseWeb.com ] Linkedin - Hands-On Data Science - 4 Services Analysis in Spark

~Get Your Files Here !/[2] 1. Services Analysis in Spark/[1] Working with data in Spark.mp4 194.0 MB
~Get Your Files Here !/[2] 1. Services Analysis in Spark/[2] Visualizing data in Spark.mp4 132.5 MB
~Get Your Files Here !/[2] 1. Services Analysis in Spark/[3] Presenting with Spark.mp4 34.1 MB
~Get Your Files Here !/[1] Introduction/[1] Setting up Spark on Databricks.mp4 14.4 MB
~Get Your Files Here !/Ex_Files_Hands_On_Data_Sci_4/Exercise Files/CogsleyServices-SalesData-US.csv 2.2 MB
~Get Your Files Here !/[2] 1. Services Analysis in Spark/[1] Working with data in Spark.srt 26.7 kB
~Get Your Files Here !/[2] 1. Services Analysis in Spark/[2] Visualizing data in Spark.srt 16.7 kB
~Get Your Files Here !/[1] Introduction/[1] Setting up Spark on Databricks.srt 9.9 kB
~Get Your Files Here !/[2] 1. Services Analysis in Spark/[3] Presenting with Spark.srt 3.6 kB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 183 Bytes

[磁力链接] 添加时间:2022-01-28 大小:377.2 MB 最近下载:2025-09-03 热度:1293

Deep Learning for Beginner (AI) - Data Science

[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/7. Convolutional Neural Network - CNN Model/11. Mathematical perspective of Padding technique in CNN model with example.mp4 357.6 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/7. Convolutional Neural Network - CNN Model/17. Build a Convolutional Neural Network (CNN) model in Python programming.mp4 248.4 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/6. Artificial Neural Network - ANN Model/4. Labelled model of Artificial Neural Network (ANN).mp4 193.4 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/6. Artificial Neural Network - ANN Model/7. Python project of ANN model.mp4 178.9 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/7. Convolutional Neural Network - CNN Model/4. Mathematical explanation of a Kernel or Filter in CNN model.mp4 172.4 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/6. Artificial Neural Network - ANN Model/6. Backward Artificial Neural Network (ANN) model.mp4 151.0 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/7. Convolutional Neural Network - CNN Model/2. Block diagram of a Convolutional Neural Network model.mp4 129.4 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/5. Non - Linear Activation Functions/2. Non-Linear Activation Function - Sigmoid Function in detail.mp4 84.5 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/4. Linear Activation Functions/5. Activation Function - Leaky ReLU Function - Mathematical & Graphical show.mp4 79.5 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/8. Recurrent Neural Network (RNN) Model in Deep Learning/5. Operation of a Recurrent Neural Network model.mp4 77.2 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/6. Artificial Neural Network - ANN Model/3. Complex Artificial Neural Network (ANN) model.mp4 73.1 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/7. Convolutional Neural Network - CNN Model/9. Mathematical perspective of a Stride in CNN with example.mp4 72.8 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/5. Non - Linear Activation Functions/1. Non-Linear Activation Function - Tangent Hyperbolic function in detail.mp4 69.5 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/4. Linear Activation Functions/1. Linear Activation Function - Step Function and its graphical representation.mp4 64.3 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/4. Linear Activation Functions/4. Linear Activation Function - ReLU Function - Mathematical & Graphical show.mp4 63.7 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/7. Convolutional Neural Network - CNN Model/16. Graphical representation to know that how Flatten process takes place in CNN.mp4 63.5 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/8. Recurrent Neural Network (RNN) Model in Deep Learning/9. Many-one RNN model.mp4 62.7 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/8. Recurrent Neural Network (RNN) Model in Deep Learning/8. Many-many RNN model.mp4 61.2 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/2. Introduction to deep learning/2. How Neural Network looks like Comparison of artificial and biological network.mp4 57.9 MB
[TutsNode.net] - Deep Learning for Beginner (AI) - Data Science/4. Linear Activation Functions/2. Linear Activation Function - Sign Function - Mathematical and graphical show.mp4 52.8 MB

[磁力链接] 添加时间:2023-12-20 大小:3.0 GB 最近下载:2025-06-09 热度:1287

[CourseClub.Me] O'REILLY - Python for Data Science Complete Video Course Video Training

48 - 9.2 Learn SciPy.mp4 697.3 MB
77 - 14.4 Use function-based concurrency.mp4 637.7 MB
08 - 2.2 Manage Colab documents.mp4 473.7 MB
84 - 16.1 PyTest.mp4 391.0 MB
24 - 5.1 Use lists and tuples.mp4 387.9 MB
85 - 16.2 Visual Studio Code.mp4 382.4 MB
79 - 15.1 Share with Github.mp4 375.5 MB
50 - 9.4 Learn TensorFlow.mp4 358.5 MB
75 - 14.2 Read and write with Pandas - CSV, JSON.mp4 352.8 MB
49 - 9.3 Learn Pandas.mp4 351.9 MB
07 - 2.1 Create your first Colab document.mp4 344.8 MB
45 - 8.5 Advanced Use of Functions.mp4 334.5 MB
72 - 13.3 Sort in Pandas.mp4 316.6 MB
47 - 9.1 Learn NumPy.mp4 301.9 MB
67 - 12.2 Use regular expressions.mp4 298.4 MB
52 - 9.6 Use Plotly for interactive plots.mp4 274.8 MB
51 - 9.5 Use Seaborn for 2D plots.mp4 274.4 MB
10 - 2.4 Understand compatibility with Jupyter.mp4 270.6 MB
53 - 9.7 Specialized Visualization Libraries.mp4 253.4 MB
27 - 5.4 Work with the numpy array.mp4 245.8 MB

[磁力链接] 添加时间:2021-03-31 大小:14.1 GB 最近下载:2025-08-11 热度:1283

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:2025-09-03 热度:1279

[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:2025-08-26 热度:1274

[FreeCourseSite.com] Udemy - Data Science for Business Financial Sectors

1. Introduction/1. Introduction.mp4 20.6 MB
1. Introduction/1. Introduction.vtt 1.5 kB
2. Data Science for Business Economics & Finance/1. Data Science and Money.mp4 93.6 MB
2. Data Science for Business Economics & Finance/1. Data Science and Money.vtt 12.0 kB
2. Data Science for Business Economics & Finance/2. Algorithmic & Human-In-the-Loop Trading.mp4 71.0 MB
2. Data Science for Business Economics & Finance/2. Algorithmic & Human-In-the-Loop Trading.vtt 9.0 kB
2. Data Science for Business Economics & Finance/3. Automated Application Reviews For Loans & Credit.mp4 70.0 MB
2. Data Science for Business Economics & Finance/3. Automated Application Reviews For Loans & Credit.vtt 8.2 kB
2. Data Science for Business Economics & Finance/4. Real-Time Fraud Detection.mp4 63.9 MB
2. Data Science for Business Economics & Finance/4. Real-Time Fraud Detection.vtt 7.5 kB
2. Data Science for Business Economics & Finance/5. Social Media and Economics.mp4 82.4 MB
2. Data Science for Business Economics & Finance/5. Social Media and Economics.vtt 9.0 kB
2. Data Science for Business Economics & Finance/6. Data Science and Cryptocurrencies.mp4 66.0 MB
2. Data Science for Business Economics & Finance/6. Data Science and Cryptocurrencies.vtt 7.4 kB
2. Data Science for Business Economics & Finance/7. Correlation & Causality in Economic Data.mp4 70.6 MB
2. Data Science for Business Economics & Finance/7. Correlation & Causality in Economic Data.vtt 8.2 kB
2. Data Science for Business Economics & Finance/8. Ethical and Technical Challenges.mp4 33.4 MB
2. Data Science for Business Economics & Finance/8. Ethical and Technical Challenges.vtt 4.2 kB
3. Conclusion/1. Final Conclusion.mp4 12.1 MB
3. Conclusion/1. Final Conclusion.vtt 1.5 kB

[磁力链接] 添加时间:2018-10-08 大小:583.6 MB 最近下载:2025-08-15 热度:1273

[ DevCourseWeb.com ] Udemy - Python Projects - Python and Data Science with Python Projects By Oak Academy

~Get Your Files Here !/6. Python Marathon/36. Example EPL Team Stats Answer Part.mp4 167.2 MB
~Get Your Files Here !/6. Python Marathon/34. Example Bike Shares in London Answer Part.mp4 162.0 MB
~Get Your Files Here !/6. Python Marathon/30. Example Remote Controller.mp4 129.9 MB
~Get Your Files Here !/2. Python Setup/2. Installing Anaconda Distribution for Windows.mp4 128.6 MB
~Get Your Files Here !/2. Python Setup/1. Installing Anaconda Distribution for Linux.mp4 125.6 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/16. Combining DataFrames I in Pandas.mp4 108.6 MB
~Get Your Files Here !/6. Python Marathon/32. Example Titanic Disaster Answer Part.mp4 99.5 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/17. Combining DataFrames II in Pandas.mp4 88.2 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/12. Data Frame attributes and Methods in Pandas.mp4 83.7 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/7. Numpy Functions in Numpy Python.mp4 82.3 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/11. Series and Features in Pandas.mp4 77.9 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/9. Numpy Exercises in Numpy Python.mp4 77.8 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/18. Work with Dataset Files.mp4 74.2 MB
~Get Your Files Here !/2. Python Setup/5. Installing PyCharm IDE for Mac.mp4 72.8 MB
~Get Your Files Here !/3. Fundamentals of Python/5. Lists-Tuples-Dictionaries-Sets in Python.mp4 69.6 MB
~Get Your Files Here !/5. Fundamentals of Matplotlib/4. Figure, Subplot, Multiplot, Axes in Matplotlib.mp4 68.8 MB
~Get Your Files Here !/3. Fundamentals of Python/10. File Operations in Python.mp4 64.7 MB
~Get Your Files Here !/5. Fundamentals of Matplotlib/5. Figure Customization in Matplotlib.mp4 64.5 MB
~Get Your Files Here !/3. Fundamentals of Python/17. OOP Overriding and Overloading.mp4 61.7 MB
~Get Your Files Here !/3. Fundamentals of Python/12. Exceptions - II in Python.mp4 60.9 MB

[磁力链接] 添加时间:2022-05-04 大小:3.5 GB 最近下载:2025-09-01 热度:1273

Learning Path Intermediate Data Science with R

9.mp4 204.9 MB
10.mp4 47.4 MB
100.mp4 50.5 MB
101.mp4 50.4 MB
102.mp4 53.0 MB
103.mp4 5.4 MB
104.mp4 43.9 MB
105.mp4 60.2 MB
106.mp4 55.8 MB
107.mp4 53.2 MB
108.mp4 41.5 MB
109.mp4 28.2 MB
11.mp4 97.2 MB
110.mp4 59.7 MB
111.mp4 32.3 MB
112.mp4 59.6 MB
113.mp4 45.4 MB
114.mp4 4.9 MB
12.mp4 133.9 MB
13.mp4 98.6 MB

[磁力链接] 添加时间:2017-02-21 大小:5.1 GB 最近下载:2025-07-30 热度:1270

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

8. Apache Spark Machine Learning on Big Data/8. [Activity] Decision Trees in Spark.mp4 202.6 MB
8. Apache Spark Machine Learning on Big Data/4. [Activity] Installing Spark - Part 2.mp4 180.7 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
1. Getting Started/5. Python Basics, Part 1 [Optional].mp4 140.3 MB
8. Apache Spark Machine Learning on Big Data/9. [Activity] K-Means Clustering in Spark.mp4 140.3 MB
10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 2.mp4 140.1 MB
5. Recommender Systems/5. [Activity] Making Movie Recommendations to People.mp4 139.0 MB
6. More Data Mining and Machine Learning Techniques/6. Reinforcement Learning.mp4 138.7 MB
2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.mp4 136.7 MB
7. Dealing with Real-World Data/4. [Activity] Cleaning web log data.mp4 135.7 MB
2. Statistics and Probability Refresher, and Python Practise/8. [Activity] A Crash Course in matplotlib.mp4 135.6 MB
10. Deep Learning and Neural Networks/14. The Ethics of Deep Learning.mp4 134.5 MB
1. Getting Started/8. Introducing the Pandas Library [Optional].mp4 134.1 MB
3. Predictive Models/3. [Activity] Multivariate Regression, and Predicting Car Prices.mp4 129.8 MB
2. Statistics and Probability Refresher, and Python Practise/9. [Activity] Covariance and Correlation.mp4 122.4 MB
2. Statistics and Probability Refresher, and Python Practise/7. [Activity] Percentiles and Moments.mp4 119.6 MB
8. Apache Spark Machine Learning on Big Data/12. [Activity] Using the Spark 2.0 DataFrame API for MLLib.mp4 119.3 MB
8. Apache Spark Machine Learning on Big Data/11. [Activity] Searching Wikipedia with Spark.mp4 116.9 MB
2. Statistics and Probability Refresher, and Python Practise/4. [Activity] Variation and Standard Deviation.mp4 116.2 MB

[磁力链接] 添加时间:2021-04-18 大小:7.9 GB 最近下载:2025-09-01 热度:1270

[ 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:2025-08-17 热度:1270

[Udemy] Python for Data Science and Machine Learning Bootcamp (2020) [En]

25. Neural Nets and Deep Learning/31. Tensorboard.mp4 151.2 MB
25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data.mp4 150.6 MB
25. Neural Nets and Deep Learning/16. TF Regression Code Along - Exploratory Data Analysis.mp4 143.6 MB
25. Neural Nets and Deep Learning/27. Keras Project Solutions - Data PreProcessing.mp4 131.0 MB
25. Neural Nets and Deep Learning/21. TF Classification - Dealing with Overfitting and Evaluation.mp4 116.8 MB
25. Neural Nets and Deep Learning/25. Keras Project Solutions - Dealing with Missing Data - Part Two.mp4 101.5 MB
26. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 90.7 MB
25. Neural Nets and Deep Learning/26. Keras Project Solutions - Categorical Data.mp4 89.5 MB
25. Neural Nets and Deep Learning/14. TF Syntax Basics - Part Two - Creating and Training the Model.mp4 88.4 MB
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.mp4 86.7 MB
25. Neural Nets and Deep Learning/23. TensorFlow 2.0 Project Notebook Overview.mp4 84.4 MB
2. Environment Set-Up/1. Python Environment Setup.mp4 80.1 MB
25. Neural Nets and Deep Learning/17. TF Regression Code Along - Exploratory Data Analysis - Continued.mp4 79.9 MB
25. Neural Nets and Deep Learning/10. Cost Functions and Gradient Descent.mp4 79.7 MB
18. K Nearest Neighbors/4. KNN Project Solutions.mp4 74.3 MB
26. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 74.2 MB
26. Big Data and Spark with Python/9. PySpark Setup.mp4 74.1 MB
25. Neural Nets and Deep Learning/19. TF Regression Code Along - Model Evaluation and Predictions.mp4 72.3 MB
25. Neural Nets and Deep Learning/15. TF Syntax Basics - Part Three - Model Evaluation.mp4 67.9 MB
25. Neural Nets and Deep Learning/30. Keras Project Solutions - Model Evaluation.mp4 66.2 MB

[磁力链接] 添加时间:2021-04-02 大小:6.0 GB 最近下载:2025-09-03 热度:1269

[ 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:2025-08-31 热度:1267

[CourseClub.Me] Coursera - IBM Data Science Professional Certificate

what-is-datascience/03_data-science-in-business/02_careers-and-recruiting-in-data-science/02_recruiting-for-data-science.mp4 41.1 MB
what-is-datascience/02_data-science-topics/02_deep-learning-and-machine-learning/02_neural-networks-and-deep-learning.mp4 33.1 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/02_what-is-hadoop.mp4 32.8 MB
what-is-datascience/03_data-science-in-business/02_careers-and-recruiting-in-data-science/04_high-school-students-and-data-science-careers.mp4 30.2 MB
what-is-datascience/03_data-science-in-business/02_careers-and-recruiting-in-data-science/01_how-can-someone-become-a-data-scientist.mp4 25.2 MB
machine-learning-with-python/04_linear-classification/01_logistic-regression/02_logistic-regression-vs-linear-regression.mp4 22.8 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/04_data-science-skills-big-data.mp4 22.2 MB
machine-learning-with-python/04_linear-classification/01_logistic-regression/03_logistic-regression-training.mp4 21.9 MB
what-is-datascience/02_data-science-topics/02_deep-learning-and-machine-learning/03_applications-of-machine-learning.mp4 21.7 MB
machine-learning-with-python/02_regression/01_linear-regression/05_multiple-linear-regression.mp4 20.8 MB
open-source-tools-for-data-science/02_open-source-tools/03_github/06_contributing-to-repositories-via-pull-request-optional.mp4 20.7 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/05_data-scientists-at-new-york-university.mp4 19.7 MB
machine-learning-with-python/02_regression/01_linear-regression/02_simple-linear-regression.mp4 19.3 MB
open-source-tools-for-data-science/02_open-source-tools/03_github/04_git-and-github-via-command-line-optional.mp4 19.1 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/03_what-do-data-scientists-do/03_data-science-topics-and-algorithms.mp4 19.0 MB
python-for-applied-data-science-ai/03_python-programming-fundamentals/03_functions/01_functions.mp4 18.7 MB
machine-learning-with-python/03_classification/02_decision-trees/02_building-decision-trees.mp4 18.6 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/03_what-do-data-scientists-do/01_a-day-in-the-life-of-a-data-scientist.mp4 17.9 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/02_defining-data-science/03_the-many-paths-to-data-science.mp4 16.3 MB
sql-data-science/04_accessing-databases-using-python/01_accessing-databases-using-python/05_analyzing-data-with-python.mp4 16.3 MB

[磁力链接] 添加时间:2024-03-13 大小:1.9 GB 最近下载:2025-08-22 热度:1267

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

01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS-en.srt 9.8 kB
01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS.mp4 26.6 MB
01 Introduction/002 FAQ - Frequently Asked Questions.html 2.0 kB
01 Introduction/002 Probability-and-Statistics-Part-1-Data.pdf 1.1 MB
01 Introduction/002 Probability-and-Statistics-Part-2-Probability.pdf 769.1 kB
01 Introduction/002 Probability-and-Statistics-Part-3-Distributions.pdf 783.6 kB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics.pdf 1.7 MB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA.pdf 1.2 MB
01 Introduction/002 Probability-and-Statistics-Part-6-Regression.pdf 915.4 kB
01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare.pdf 598.7 kB
02 Data/003 What is Data-en.srt 13.4 kB
02 Data/003 What is Data.mp4 49.6 MB
02 Data/004 Measuring Data-en.srt 20.2 kB
02 Data/004 Measuring Data.mp4 63.3 MB
02 Data/005 Measurements of Central Tendency-en.srt 8.0 kB
02 Data/005 Measurements of Central Tendency.mp4 24.4 MB
02 Data/006 Measurements of Dispersion-en.srt 13.7 kB
02 Data/006 Measurements of Dispersion.mp4 37.1 MB
02 Data/007 Measurements - Quartiles-en.srt 8.3 kB
02 Data/007 Measurements - Quartiles.mp4 30.7 MB

[磁力链接] 添加时间:2018-11-17 大小:1.9 GB 最近下载:2025-08-10 热度:1262

[ DevCourseWeb.com ] Udemy - Complete Course- Java Server Pages, Data Science,

~Get Your Files Here !/007 Environment setup.mp4 103.1 MB
~Get Your Files Here !/003 Syntax.mp4 93.1 MB
~Get Your Files Here !/004 Java Server Side programming.mp4 65.0 MB
~Get Your Files Here !/002 Java server pages -Lifecycle.mp4 63.7 MB
~Get Your Files Here !/001 Introduction.mp4 57.9 MB
~Get Your Files Here !/008 Directives java.mp4 54.9 MB
~Get Your Files Here !/005 Dynamic web pages.mp4 50.0 MB
~Get Your Files Here !/006 Actions Java.mp4 44.6 MB
~Get Your Files Here !/011 Implicit objects.mp4 42.0 MB
~Get Your Files Here !/010 Action java.mp4 36.8 MB
~Get Your Files Here !/009 Include directive.mp4 30.1 MB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes

[磁力链接] 添加时间:2022-03-13 大小:641.2 MB 最近下载:2025-07-30 热度:1260

[FreeCourseSite.com] Udemy - The Data Science Course 2021 Complete Data Science Bootcamp

12 - Probability - Distributions/015 A Practical Example of Probability Distributions.mp4 145.0 MB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference.mp4 131.6 MB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4 110.6 MB
40 - Part 6_ Mathematics/011 Why is Linear Algebra Useful_.mp4 90.4 MB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/001 Practical Example_ Linear Regression (Part 1).mp4 89.0 MB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis.mp4 84.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4 78.4 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/004 Business Case_ Preprocessing.mp4 78.0 MB
51 - Deep Learning - Business Case Example/004 Business Case_ Preprocessing the Data.mp4 77.4 MB
56 - Software Integration/003 Taking a Closer Look at APIs.mp4 68.5 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4 66.9 MB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4 64.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4 63.4 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/001 Business Case_ Getting Acquainted with the Dataset.mp4 63.2 MB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints_.mp4 61.7 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/006 Creating a Data Provider.mp4 59.0 MB
02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords_ Why are there so Many_.mp4 57.4 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/003 Checking the Content of the Data Set.mp4 56.9 MB
18 - Statistics - Inferential Statistics_ Confidence Intervals/002 Confidence Intervals; Population Variance Known; Z-score.mp4 54.7 MB
51 - Deep Learning - Business Case Example/001 Business Case_ Exploring the Dataset and Identifying Predictors.mp4 53.9 MB

[磁力链接] 添加时间:2022-01-11 大小:8.4 GB 最近下载:2025-08-27 热度:1253

[ 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:2025-08-31 热度:1253

[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:2025-09-02 热度:1252