data science -移花宫 -武林禁地，闲人禁止入内

[DesireCourse.Com] Udemy - Data Science Natural Language Processing (NLP) in Python

08 Appendix/021 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 46.0 MB
03 Build your own sentiment analyzer/010 Sentiment Analysis in Python.mp4 45.7 MB
06 Write your own article spinner/019 Writing an article spinner in Python.mp4 27.2 MB
05 Latent Semantic Analysis/016 Latent Semantic Analysis in Python.mp4 26.7 MB
08 Appendix/022 How to Code by Yourself part 1.mp4 25.7 MB
08 Appendix/023 How to Code by Yourself part 2.mp4 15.5 MB
05 Latent Semantic Analysis/015 PCA and SVD - The underlying math behind LSA.mp4 13.8 MB
02 Build your own spam detector/007 Build your own spam detector - the code.mp4 13.1 MB
01 Natural Language Processing - What is it used for/002 NLP Applications.mp4 11.4 MB
01 Natural Language Processing - What is it used for/005 How to Succeed in this Course.mp4 9.2 MB
04 NLTK Exploration/013 NLTK Exploration Named Entity Recognition.mp4 7.0 MB
03 Build your own sentiment analyzer/009 Description of Sentiment Analyzer.mp4 5.9 MB
01 Natural Language Processing - What is it used for/001 Introduction and Outline.mp4 5.1 MB
06 Write your own article spinner/017 Article Spinning Introduction.mp4 4.9 MB
07 How to learn more about NLP/020 What we didnt talk about.mp4 4.5 MB
04 NLTK Exploration/012 NLTK Exploration Stemming and Lemmatization.mp4 4.2 MB
05 Latent Semantic Analysis/014 Latent Semantic Analysis - What does it do.mp4 4.1 MB
01 Natural Language Processing - What is it used for/003 Why is NLP hard.mp4 4.1 MB
06 Write your own article spinner/018 Trigram Model.mp4 4.0 MB
01 Natural Language Processing - What is it used for/004 The Central Message of this Course.mp4 3.9 MB

[磁力链接] 添加时间:2021-03-16 大小:292.3 MB 最近下载:2025-10-08 热度:1596

Python, Excel and Machine Learning for Stocks Data Science

Python, Excel and Machine Learning for Stocks Data Science.zip 3.7 GB
[TGx]Downloaded from torrentgalaxy.to .txt 585 Bytes
TutsNode.com.txt 63 Bytes

[磁力链接] 添加时间:2021-03-15 大小:3.7 GB 最近下载:2025-10-08 热度:7906

The Complete R Programming for Data Science - 7 courses in 1

The Complete R Programming for Data Science - 7 courses in 1.zip 7.6 GB
[TGx]Downloaded from torrentgalaxy.to .txt 585 Bytes
TutsNode.com.txt 63 Bytes

[磁力链接] 添加时间:2021-03-27 大小:7.6 GB 最近下载:2025-10-08 热度:7765

Udemy - Data Science Methods and Techniques [2025] (7.2024)

3. Classification and Supervised Learning/4. The Decision Tree Classifier.mp4 575.8 MB
2. Regression, Prediction and Supervised Learning/10. Regression Regularization, Lasso and Ridge models (X).mp4 545.7 MB
2. Regression, Prediction and Supervised Learning/11. Decision Tree Regression models (XI).mp4 499.2 MB
2. Regression, Prediction and Supervised Learning/12. Random Forest Regression (XII).mp4 430.5 MB
2. Regression, Prediction and Supervised Learning/9. Multivariate Polynomial Multiple Regression models (VIIII).mp4 428.7 MB
3. Classification and Supervised Learning/2. Logistic Regression Classifier.mp4 398.1 MB
2. Regression, Prediction and Supervised Learning/6. Linear Multiple Regression model (VI).mp4 354.7 MB
4. Cluster Analysis and Unsupervised Learning/3. Density-Based Spatial Clustering of Applications with Noise (DBSCAN).mp4 350.6 MB
3. Classification and Supervised Learning/5. The Random Forest Classifier.mp4 347.6 MB
3. Classification and Supervised Learning/3. The Naive Bayes Classifier.mp4 344.2 MB
2. Regression, Prediction and Supervised Learning/3. The Traditional Simple Regression Model (III).mp4 332.9 MB
1. Introduction/4. The Conda Package Management System (optional).mp4 281.4 MB
4. Cluster Analysis and Unsupervised Learning/2. K-Means Cluster Analysis, and an introduction to auto-updated K-means algorithms.mp4 266.0 MB
2. Regression, Prediction and Supervised Learning/13. Voting Regression (XIII).mp4 256.8 MB
2. Regression, Prediction and Supervised Learning/7. Linear Multiple Regression model (VII).mp4 244.3 MB
4. Cluster Analysis and Unsupervised Learning/4. Four Hierarchical Clustering algorithms.mp4 220.9 MB
3. Classification and Supervised Learning/6. The Voting Classifier.mp4 213.8 MB
4. Cluster Analysis and Unsupervised Learning/1. Cluster Analysis, an overview.mp4 212.0 MB
1. Introduction/1. Introduction.mp4 206.9 MB
2. Regression, Prediction and Supervised Learning/2. The Traditional Simple Regression Model (II).mp4 182.0 MB

[磁力链接] 添加时间:2025-08-12 大小:7.6 GB 最近下载:2025-10-08 热度:94

Math for Data Science and Machine Learning University Level

10 Standard Deviation/001 Mean, Median, Mode and Standard Deviation.mp4 281.0 MB
05 Eigen Values and Eigen Vectors/001 A Brief Lecture on Eigen Values and Eigen Vectors.mp4 160.7 MB
12 Introductions to ODE's and PDE's/001 A Brief Discussion of ODE's and PDE's.mp4 150.6 MB
07 Probability and Statistics/002 A Brief Introduction About Probability.mp4 146.8 MB
09 Pi Chart and Bar Graph/001 A Detail Lecture on Pi Chart and Bar Graph.mp4 111.9 MB
08 Permutations and Combinations/001 A Detailed Lecture on Permutations and Combinations.mp4 110.3 MB
07 Probability and Statistics/001 Sample Space and Events.mp4 108.2 MB
04 Vector Spaces/001 Defining Vector Space and Linear Combination.mp4 100.2 MB
06 Sets and Venn Diagram/001 Introduction to Sets.mp4 99.9 MB
03 Gauss's Elimination Method/002 Gauss's Elimination Method and Rank of a Matrix.mp4 96.5 MB
09 Pi Chart and Bar Graph/002 Line Graph and Histogram.mp4 88.9 MB
11 Types of Distributions/001 Poison, Gamma and Chi Squared Distributions.mp4 72.6 MB
05 Eigen Values and Eigen Vectors/002 Gram's Schmidt Process.mp4 58.9 MB
01 Introduction to Matrix/003 Symmetric and Skew Symmetric Matrix.mp4 58.9 MB
01 Introduction to Matrix/004 General Operations in Matrix.mp4 58.4 MB
06 Sets and Venn Diagram/002 Venn Diagram.mp4 57.7 MB
08 Permutations and Combinations/002 Permutations and Combinations Examples.mp4 39.5 MB
01 Introduction to Matrix/001 Matrix and Order of a Matrix.mp4 31.6 MB
01 Introduction to Matrix/002 Types of Matrix.mp4 29.8 MB
02 Solution of Matrix/003 Echelon and Reduce Echelon Form of Matrix.mp4 27.3 MB

[磁力链接] 添加时间:2022-03-07 大小:2.0 GB 最近下载:2025-10-08 热度:3028

Data Science on Google Cloud Platform - Building Data Pipelines

4.3. Setting Up Dataflow/14.Setting up Python.mp4 12.9 MB
1.Introduction/01.What goes into a data pipeline.mp4 6.9 MB
1.Introduction/02.Data science modules covered.en.srt 3.3 kB
1.Introduction/02.Data science modules covered.mp4 3.5 MB
2.1. GCP Data Pipeline Products/03.GCP data pipeline options.en.srt 2.2 kB
2.1. GCP Data Pipeline Products/03.GCP data pipeline options.mp4 3.0 MB
2.1. GCP Data Pipeline Products/04.Cloud Dataproc.en.srt 1.6 kB
2.1. GCP Data Pipeline Products/04.Cloud Dataproc.mp4 2.2 MB
2.1. GCP Data Pipeline Products/05.Cloud Dataflow.en.srt 1.9 kB
2.1. GCP Data Pipeline Products/05.Cloud Dataflow.mp4 2.3 MB
2.1. GCP Data Pipeline Products/06.Cloud Pub_Sub.en.srt 1.4 kB
2.1. GCP Data Pipeline Products/06.Cloud Pub_Sub.mp4 2.2 MB
3.2. Apache Beam/07.What is Apache Beam.en.srt 2.7 kB
3.2. Apache Beam/07.What is Apache Beam.mp4 2.9 MB
3.2. Apache Beam/08.Beam pipelines.en.srt 883 Bytes
3.2. Apache Beam/08.Beam pipelines.mp4 1.2 MB
3.2. Apache Beam/09.PCollections.en.srt 1.9 kB
3.2. Apache Beam/09.PCollections.mp4 2.2 MB
3.2. Apache Beam/10.Transforms.en.srt 2.0 kB
3.2. Apache Beam/10.Transforms.mp4 2.4 MB

[磁力链接] 添加时间:2018-08-26 大小:160.3 MB 最近下载:2025-10-08 热度:3723

Data Science Deep Learning and Neural Networks in Python

[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/11. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 195.4 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/1. TensorFlow plug-and-play example.mp4 105.7 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/3. Who should learn backpropagation in 2020 and beyond.mp4 92.0 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/11. Backpropagation (part 3).mp4 77.0 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/6. Training Logistic Regression with Softmax (part 1).mp4 62.5 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/2. Who should take this course in 2020 and beyond.mp4 60.2 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/4. Where does this course fit into your deep learning studies.mp4 56.7 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/5. Categorical Cross-Entropy Loss Function.mp4 51.8 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/10. Backpropagation in code.mp4 48.6 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/11. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.0 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/1. Welcome/3. How to Succeed in this Course.mp4 45.9 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/2. Visualizing what a neural network has learned using TensorFlow Playground.mp4 45.3 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/9. Backpropagation (part 2).mp4 44.1 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.8 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/4. Neuron Training.mp4 40.4 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/1. Welcome/1. Introduction and Outline.mp4 39.7 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/14. Appendix FAQ Finale/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 39.7 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/5. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 39.4 MB
[TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/4. How to Brace Yourself to Learn Backpropagation.mp4 39.1 MB

[磁力链接] 添加时间:2022-01-30 大小:2.2 GB 最近下载:2025-10-08 热度:5607

[FreeCourseSite.com] Udemy - Data science ,Analytics & AI Real world Project using Python

4. Feature Extraction for Data Science/7. Finding Boxplot & Violinplot of data ( Basic EDA).mp4 137.9 MB
9. NLP (Natural Language Processing )/5. Lecture 35.mp4 131.1 MB
7. Advance Feature Engineering in Data ScienceNLPML/2. What are stopwords & how to remove it from data. .mp4 130.2 MB
9. NLP (Natural Language Processing )/4. Lecture 34.mp4 129.4 MB
7. Advance Feature Engineering in Data ScienceNLPML/3. Finding common_word_count_min & common_word_count_max.mp4 117.9 MB
5. Data Pre-preocessing For Data ScienceML/2. How to remove special characters from data.mp4 116.2 MB
10. Machine Learning/1. Lecture 36.mp4 115.0 MB
6. String matching in MLNLP/5. String Matching using Longest sub-string...mp4 114.8 MB
8. Advance Data Analysis/1. Lecture 28.mp4 114.3 MB
8. Advance Data Analysis/3. Lecture 30.mp4 113.2 MB
11. Hypertuning of Machine Learning Model/2. Lecture 38.mp4 111.8 MB
4. Feature Extraction for Data Science/3. How to Find common words in 2 strings...mp4 107.9 MB
7. Advance Feature Engineering in Data ScienceNLPML/4. Lecture 25.mp4 107.3 MB
7. Advance Feature Engineering in Data ScienceNLPML/1. Create some set of features like [ first_word , last_word & length_diff ].mp4 104.4 MB
4. Feature Extraction for Data Science/6. Analysing distribution of data ( Basic EDA).mp4 100.6 MB
3. Data Analysis & Basic stats/5. Lets perform Text Analysis...mp4 99.3 MB
5. Data Pre-preocessing For Data ScienceML/1. How to Overcome with the contractions of data !.mp4 97.1 MB
11. Hypertuning of Machine Learning Model/1. Lecture 37.mp4 92.5 MB
9. NLP (Natural Language Processing )/3. Lecture 33.mp4 91.7 MB
4. Feature Extraction for Data Science/2. Finding Length of questions.mp4 90.7 MB

[磁力链接] 添加时间:2022-04-01 大小:3.6 GB 最近下载:2025-10-08 热度:1017

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python

Chapter 6 Machine Learning Basics/003. Classification in Code.mp4 84.9 MB
Chapter 3 Matplotlib/007. Where to Learn More Matplotlib.mp4 55.8 MB
Chapter 6 Machine Learning Basics/002. What Is Classification.mp4 52.2 MB
Chapter 2 NumPy/007. Generating Data.mp4 50.1 MB
Chapter 1 Welcome and Logistics/001. Introduction and Outline.mp4 45.3 MB
Chapter 2 NumPy/005. Matrices.mp4 44.8 MB
Chapter 6 Machine Learning Basics/005. Regression in Code.mp4 43.5 MB
Chapter 6 Machine Learning Basics/009. Comparing Different Machine Learning Models.mp4 39.9 MB
Chapter 2 NumPy/002. Arrays Versus Lists.mp4 39.8 MB
Chapter 6 Machine Learning Basics/004. What Is Regression.mp4 39.7 MB
Chapter 4 Pandas/003. Selecting Rows and Columns.mp4 35.6 MB
Chapter 6 Machine Learning Basics/001. Machine Learning Section Introduction.mp4 35.2 MB
Chapter 6 Machine Learning Basics/010. Machine Learning and Deep Learning Future Topics.mp4 32.7 MB
Chapter 2 NumPy/009. Where to Learn More NumPy.mp4 32.7 MB
Chapter 5 SciPy/005. Where to Learn More SciPy.mp4 29.7 MB
Chapter 3 Matplotlib/005. Plotting Images.mp4 29.1 MB
Chapter 6 Machine Learning Basics/006. What Is a Feature Vector.mp4 29.0 MB
Chapter 2 NumPy/003. Dot Product.mp4 22.4 MB
Chapter 6 Machine Learning Basics/011. Machine Learning Section Summary.mp4 21.3 MB
Chapter 4 Pandas/007. Where to Learn More Pandas.mp4 21.3 MB

[磁力链接] 添加时间:2024-07-09 大小:1.1 GB 最近下载:2025-10-08 热度:8008

[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 242.7 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 206.0 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:2021-03-18 大小:15.9 GB 最近下载:2025-10-08 热度:586

Frank Kane - Data Science and Machine Learning with Python

01 Getting Started/001 Introduction.mp4 46.1 MB
01 Getting Started/004 Python Basics, Part 1.mp4 46.1 MB
01 Getting Started/003 Activity Installing Enthought Canopy.mp4 35.0 MB
01 Getting Started/005 Activity Python Basics, Part 2.mp4 29.8 MB
01 Getting Started/002 Getting What You Need.mp4 26.4 MB
01 Getting Started/006 Running Python Scripts.mp4 22.6 MB
02 Statistics and Probability Refresher, and Python Practise/010 Exercise Conditional Probability.mp4 55.4 MB
02 Statistics and Probability Refresher, and Python Practise/009 Activity Covariance and Correlation.mp4 52.2 MB
02 Statistics and Probability Refresher, and Python Practise/008 Activity A Crash Course in matplotlib.mp4 51.7 MB
02 Statistics and Probability Refresher, and Python Practise/004 Activity Variation and Standard Deviation.mp4 47.8 MB
02 Statistics and Probability Refresher, and Python Practise/007 Activity Percentiles and Moments.mp4 45.1 MB
02 Statistics and Probability Refresher, and Python Practise/003 Activity Using mean, median, and mode in Python.mp4 40.9 MB
02 Statistics and Probability Refresher, and Python Practise/001 Types of Data.mp4 35.8 MB
02 Statistics and Probability Refresher, and Python Practise/012 Bayes Theorem.mp4 31.6 MB
02 Statistics and Probability Refresher, and Python Practise/002 Mean, Median, Mode.mp4 29.5 MB
02 Statistics and Probability Refresher, and Python Practise/006 Common Data Distributions.mp4 29.0 MB
02 Statistics and Probability Refresher, and Python Practise/011 Exercise Solution Conditional Probability of Purchase by Age.mp4 14.8 MB
02 Statistics and Probability Refresher, and Python Practise/005 Probability Density Function Probability Mass Function.mp4 13.0 MB
03 Predictive Models/001 Activity Linear Regression.mp4 43.1 MB
03 Predictive Models/003 Activity Multivariate Regression, and Predicting Car Prices.mp4 42.0 MB

[磁力链接] 添加时间:2017-02-09 大小:2.7 GB 最近下载:2025-10-08 热度:7145

[Manning] Data science bookcamp (hevc) (2021) [EN]

Manning.Data.science.bookcamp.5.real-world.python.projects.2021.pdf 12.3 MB
113 Ch21. Measuring feature importance with coefficients.m4v 7.7 MB
066 Ch15. Vectorizing documents using scikit-learn.m4v 7.5 MB
081 Ch17. Filtering jobs by relevance.m4v 7.3 MB
071 Ch15. Clustering texts by topic, Part 2.m4v 7.2 MB
086 Case study 5 - Predicting future friendships from social network data.m4v 7.2 MB
098 Ch19. Community detection using Markov clustering, Part 2.m4v 7.1 MB
016 Ch5. Variance as a measure of dispersion.m4v 7.0 MB
093 Ch19. Dynamic graph theory techniques for node ranking and social network analysis.m4v 7.0 MB
044 Ch12. Visualizing and clustering the extracted location data.m4v 7.0 MB
042 Ch11. Limitations of the GeoNamesCache library.m4v 7.0 MB
058 Ch14. Dimension reduction using PCA and scikit-learn.m4v 6.7 MB
040 Ch11. Visualizing maps.m4v 6.7 MB
114 Ch22. Training nonlinear classifiers with decision tree techniques.m4v 6.7 MB
109 Ch21. Training a linear classifier, Part 2.m4v 6.6 MB
005 Ch2. Comparing multiple coin-flip probability distributions.m4v 6.6 MB
082 Ch17. Clustering skills in relevant job postings.m4v 6.5 MB
003 Ch1. Problem 2 - Analyzing multiple die rolls.m4v 6.5 MB
014 Ch5. Basic probability and statistical analysis using SciPy.m4v 6.4 MB
070 Ch15. Clustering texts by topic, Part 1.m4v 6.4 MB

[磁力链接] 添加时间:2024-01-29 大小:652.4 MB 最近下载:2025-10-08 热度:2689

[FreeCourseSite.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:2022-01-25 大小:12.6 GB 最近下载:2025-10-08 热度:556

[ FreeCourseWeb.com ] Python Pandas and Altair Data Science & Visualization Course (Updated).zip

[ FreeCourseWeb.com ] Python Pandas and Altair Data Science & Visualization Course (Updated).zip 6.8 GB

[磁力链接] 添加时间:2021-04-22 大小:6.8 GB 最近下载:2025-10-08 热度:953

[ DevCourseWeb.com ] Udemy - Python For Data Science - Your Career Accelerator

~Get Your Files Here !/11 - Machine Learning with KNearest Neighbors/50 - KNN Classification from Scratch using Python.mp4 136.6 MB
~Get Your Files Here !/6 - Mastering Strings in Python/29 - Essential String Operations.mp4 122.0 MB
~Get Your Files Here !/6 - Mastering Strings in Python/28 - String Manipulation.mp4 119.4 MB
~Get Your Files Here !/11 - Machine Learning with KNearest Neighbors/49 - KNN Regression from Scratch using Python.mp4 113.4 MB
~Get Your Files Here !/12 - Machine Learning with Support Vector Machine/53 - SVM Classification using Python.mp4 110.5 MB
~Get Your Files Here !/6 - Mastering Strings in Python/30 - Exploring Useful String Methods.mp4 109.1 MB
~Get Your Files Here !/9 - Mastering Dictionaries in Python/42 - Looping through Dictionaries.mp4 102.4 MB
~Get Your Files Here !/12 - Machine Learning with Support Vector Machine/52 - SVM Regression using Python.mp4 101.3 MB
~Get Your Files Here !/12 - Machine Learning with Support Vector Machine/51 - SVM Theory Explained.mp4 100.8 MB
~Get Your Files Here !/7 - Mastering Lists in Python/34 - Mastering List Manipulation.mp4 99.7 MB
~Get Your Files Here !/2 - Python Basics Fundamental Concepts and Operations/12 - User Input.mp4 99.1 MB
~Get Your Files Here !/2 - Python Basics Fundamental Concepts and Operations/6 - Understanding Data Types.mp4 97.3 MB
~Get Your Files Here !/6 - Mastering Strings in Python/25 - Creating Strings.mp4 97.2 MB
~Get Your Files Here !/10 - Exploring Sets in Python/45 - Exploring Set Operations and Looping.mp4 96.3 MB
~Get Your Files Here !/2 - Python Basics Fundamental Concepts and Operations/5 - Variables Assignment Operators.mp4 91.7 MB
~Get Your Files Here !/2 - Python Basics Fundamental Concepts and Operations/7 - Understanding Expressions.mp4 91.3 MB
~Get Your Files Here !/4 - Mastering Loops in Python/19 - Break and Continue Statements.mp4 89.1 MB
~Get Your Files Here !/5 - Exploring Functions in Python/20 - Introduction to Functions Pass Statements in Python.mp4 87.7 MB
~Get Your Files Here !/7 - Mastering Lists in Python/33 - Exploring List Properties.mp4 87.1 MB
~Get Your Files Here !/7 - Mastering Lists in Python/35 - Exploring List Methods in Python.mp4 86.7 MB

[磁力链接] 添加时间:2024-10-22 大小:4.1 GB 最近下载:2025-10-08 热度:3826

365 Data Science - Credit Risk Modeling in Python [CoursesGhar]

1. Introduction/1. What is credit risk and why is it important.mp4 57.8 MB
9. PD model monitoring/2. Population stability index - preprocessing.mp4 55.1 MB
1. Introduction/2. Expected loss (EL) and its components - PD, LGD and EAD.mp4 48.3 MB
13. Calculating expected loss/1. Calculating expected loss.mp4 47.8 MB
6. PD model estimation/4. Build a logistic regression model with p-values..mp4 43.8 MB
8. Applying the PD model for decision making/2. Creating a scorecard.mp4 42.1 MB
5. PD model_ data preparation/13. Data preparation. Preprocessing continuous variables - creating dummies (Part 2).mp4 39.9 MB
5. PD model_ data preparation/14. Data preparation. Preprocessing continuous variables - creating dummies (Part 3).mp4 37.8 MB
5. PD model_ data preparation/10. Data preparation. Preprocessing discrete variables - creating dummies (Part 2).mp4 36.5 MB
9. PD model monitoring/3. Population stability index - calculation and interpretation.mp4 34.5 MB
1. Introduction/5. Different facility types (asset classes) and credit risk modeling approaches.mp4 33.8 MB
1. Introduction/4. Basel II approaches - SA, F-IRB, and A-IRB.mp4 31.1 MB
8. Applying the PD model for decision making/5. Setting cut-offs.mp4 31.1 MB
4. General preprocessing/2. Preprocessing few continuous variables.mp4 31.1 MB
7. PD model validation (test)/2. Evaluation of model performance - accuracy and area under the curve (AUC).mp4 26.4 MB
7. PD model validation (test)/3. Evaluation of model performance - Gini and Kolmogorov-Smirnov..mp4 24.4 MB
5. PD model_ data preparation/8. Data preparation. Preprocessing discrete variables - visualizing results.mp4 23.8 MB
6. PD model estimation/1. The PD model. Logistic regression with dummy variables.mp4 21.3 MB
5. PD model_ data preparation/5. Data preparation. Splitting data.mp4 21.3 MB
7. PD model validation (test)/1. Out-of-sample validation (test)..mp4 21.1 MB

[磁力链接] 添加时间:2022-04-04 大小:1.2 GB 最近下载:2025-10-08 热度:785

[FreeCourseSite.com] Udemy - Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn

15. Module 15 Real World Data Analysis Example/5. Housing Dataset Analysis -Part Five.mp4 41.9 MB
1. Introduction/2. How to Download Course Notebooks.mp4 39.9 MB
11. Module 11 Data Wrangling2 Combining and Merging Datasets/1. Merging Datasets on Keys (common columns).mp4 38.7 MB
4. Module 4 Data Structures And Sequences In Python/2. List.mp4 38.1 MB
13. Module 13 Data Visualization with Matplotlib and Seaborn/13. Scatter Plots and Pair Plots.mp4 37.5 MB
6. Module 6 NumPy Arrays/10. Mathematical and Statistical Methods.mp4 37.1 MB
7. Module 7 Pandas Dataframe/2. Dataframe in Pandas.mp4 35.6 MB
14. Module 14 Time Series/6. Handling Time Zone.mp4 35.1 MB
14. Module 14 Time Series/5. Shifting Data Through Time (Lagging and Leading).mp4 34.8 MB
14. Module 14 Time Series/3. Basics of Time Series.mp4 34.4 MB
15. Module 15 Real World Data Analysis Example/4. Housing Dataset Analysis -Part Four.mp4 33.5 MB
13. Module 13 Data Visualization with Matplotlib and Seaborn/7. Adding Annotations and Drawings on a Plot.mp4 33.1 MB
13. Module 13 Data Visualization with Matplotlib and Seaborn/2. Creating Figures and Subplots.mp4 32.7 MB
10. Module 10 Data Wrangling1 Hierarchical Indexing/1. Hierarchical Indexing.mp4 32.7 MB
6. Module 6 NumPy Arrays/2. Creating Ndarrays.mp4 32.7 MB
11. Module 11 Data Wrangling2 Combining and Merging Datasets/3. Concatenating Along an Axis.mp4 31.6 MB
14. Module 14 Time Series/8. Rolling and Moving Windows.mp4 31.2 MB
15. Module 15 Real World Data Analysis Example/3. Housing Dataset Analysis -Part Three.mp4 31.2 MB
14. Module 14 Time Series/4. Generating Date Ranges.mp4 30.9 MB
12. Module 12 Data Wrangling3 Reshaping and Pivoting/3. Reshaping by Pivoting (Long to Wide).mp4 30.3 MB

[磁力链接] 添加时间:2022-01-26 大小:2.1 GB 最近下载:2025-10-08 热度:1108

[DesireCourse.Net] Udemy - Intro to Data Science Your Step-by-Step Guide To Starting

2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/2. The 6-Week Data Scientist.mp4 250.2 MB
2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/13. Artificial Intelligence.mp4 235.4 MB
6. Section 5 -------------------- Course Conclusion --------------------/1. Course Conclusion.mp4 224.7 MB
4. Section 3 -------------------- Data Science with Python --------------------/9. Python - Step 9.mp4 190.1 MB
2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/5. Visualization.mp4 173.8 MB
4. Section 3 -------------------- Data Science with Python --------------------/6. Python - Step 6.mp4 169.9 MB
2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/11. Deep Learning and Computer Vision.mp4 169.8 MB
2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/10. Deep Learning.mp4 161.4 MB
5. Section 4 -------------------- Data Science with the Cloud --------------------/3. Cloud - Step 3.mp4 154.0 MB
2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/12. Deep Learning and NLP.mp4 153.3 MB
3. Section 2 -------------------- Data Science with Tableau --------------------/2. Intro to Tableau - Step 2.mp4 143.7 MB
4. Section 3 -------------------- Data Science with Python --------------------/10. Python - Step 10.mp4 143.6 MB
2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/9. Machine Learning.srt 135.1 MB
2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/9. Machine Learning.mp4 135.0 MB
2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/4. The Data Science Process.mp4 132.8 MB
2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/3. Statistics.mp4 129.1 MB
2. Section 1 -------------------- The Ultimate Data Science Guide ----------------/7. Databases.mp4 125.9 MB
5. Section 4 -------------------- Data Science with the Cloud --------------------/2. Cloud - Step 2.mp4 124.1 MB
3. Section 2 -------------------- Data Science with Tableau --------------------/3. Intro to Tableau - Step 3.mp4 122.2 MB
5. Section 4 -------------------- Data Science with the Cloud --------------------/1. Cloud - Step 1.mp4 117.5 MB

[磁力链接] 添加时间:2022-02-10 大小:4.5 GB 最近下载:2025-10-08 热度:1242

Apache Spark with Python - Learn Data Science Power Tools

spark-python.tgz 695.9 MB
Torrent downloaded from demonoid.pw.txt 46 Bytes
Torrent Downloaded From ExtraTorrent.cc.txt 352 Bytes

[磁力链接] 添加时间:2017-02-28 大小:695.9 MB 最近下载:2025-10-08 热度:1520

[ 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:2025-10-08 热度:1314