data science -移花宫 -武林禁地，闲人禁止入内

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

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

[FreeCourseSite.com] Udemy - The Data Science Course 2019 Complete Data Science Bootcamp

16. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.mp4 168.2 MB
12. Probability - Distributions/29. A Practical Example of Probability Distributions.mp4 165.5 MB
11. Probability - Bayesian Inference/22. A Practical Example of Bayesian Inference.mp4 152.2 MB
40. Part 6 Mathematics/16. Why is Linear Algebra Useful.mp4 151.3 MB
5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.mp4 145.0 MB
10. Probability - Combinatorics/20. A Practical Example of Combinatorics.mp4 140.8 MB
3. The Field of Data Science - Connecting the Data Science Disciplines/1. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 133.0 MB
5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.mp4 131.2 MB
56. Software Integration/5. Taking a Closer Look at APIs.mp4 121.2 MB
5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.mp4 117.1 MB
2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.mp4 114.3 MB
56. Software Integration/3. What are Data Connectivity, APIs, and Endpoints.mp4 109.1 MB
6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.mp4 108.5 MB
55. Appendix Deep Learning - TensorFlow 1 Business Case/4. Business Case Preprocessing.mp4 108.4 MB
19. Statistics - Practical Example Inferential Statistics/1. Practical Example Inferential Statistics.mp4 107.6 MB
5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.mp4 104.1 MB
13. Probability - Probability in Other Fields/1. Probability in Finance.mp4 103.9 MB
35. Advanced Statistical Methods - Practical Example Linear Regression/1. Practical Example Linear Regression (Part 1).mp4 101.8 MB
20. Statistics - Hypothesis Testing/1. Null vs Alternative Hypothesis.mp4 96.5 MB
12. Probability - Distributions/3. Types of Probability Distributions.mp4 96.0 MB

[磁力链接] 添加时间:2021-03-06 大小:16.2 GB 最近下载:2025-10-08 热度:984

Statistics & Probability for Data Science

[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/9. Hands On EDA on Titanic Data Set.mp4 357.0 MB
[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/13. Project 6 - PUBG Game Analysis - Solution.mp4 245.0 MB
[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/6. Sampling Techniques.mp4 207.7 MB
[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/1. Introduction to Statistics.mp4 183.0 MB
[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/3. Types of Statistical Analysis - Inferential Statistics.mp4 180.6 MB
[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/4. Univariate Graphical EDA & Hands On.mp4 175.5 MB
[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/11. Descriptive Statistics - Measures of Shape.mp4 175.0 MB
[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/8. Task with Manifold Bank and compute probability.mp4 169.7 MB
[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/5. Multivariate Non Graphical EDA.mp4 169.5 MB
[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/5. Understanding the Types of Data.mp4 158.8 MB
[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/4. Marginal Probability , Joint Probability.mp4 146.3 MB
[TutsNode.net] - Statistics & Probability for Data Science/7. Section 7 - Miscellaneous Stats Concepts in Machine Learning Areas/4. Project 23 Solution.mp4 144.9 MB
[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/13. Various Distribution functions.mp4 137.2 MB
[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/7. Descriptive Statistics - Measure of Central Tendency.mp4 136.3 MB
[TutsNode.net] - Statistics & Probability for Data Science/7. Section 7 - Miscellaneous Stats Concepts in Machine Learning Areas/2. Cross validation Techniques Hands On.mp4 130.9 MB
[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/8. Descriptive Statistics - Measures of Dispersion - Range & Interquartile Range.mp4 127.7 MB
[TutsNode.net] - Statistics & Probability for Data Science/3. Section 3 - Probability/17. Hands On Transform the data to get Normal Distribution curve.mp4 127.5 MB
[TutsNode.net] - Statistics & Probability for Data Science/1. Section 1 Foundation of Statistics/2. Types of Statistical Analysis - Descriptive Statistics.mp4 121.6 MB
[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/3. Univariate Non Graphical EDA & Outlier Analysis.mp4 115.0 MB
[TutsNode.net] - Statistics & Probability for Data Science/2. Section 2 Exploratory Data Analysis/6. Multi variate Graphical EDA.mp4 111.6 MB

[磁力链接] 添加时间:2024-01-17 大小:9.1 GB 最近下载:2025-10-08 热度:1117

Complete Python & Data Science Course for Absolute Beginners

[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/061 Data Wrangling Demystified.mp4 604.3 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/064 02. Classification and Regression.mp4 316.1 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/066 04. Dimensionality Reduction.mp4 285.1 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/053 12. Dataframe Modification.mp4 252.4 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/063 01. Cluster Analysis.mp4 243.4 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/068 01. Apache Spark - An Overview Of The Framework.mp4 239.0 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/069 02. Spark Key Functions.mp4 203.0 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/102 02 Tokenize Text Data.mp4 176.8 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/073 01. Text Mining.mp4 168.5 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/193 01 Build A Dataset.mp4 148.0 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/051 10. Getting Elements From Dataframes.mp4 147.7 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/050 09. Creating Pandas Dataframes.mp4 146.9 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/025 Inheritance Examples.mp4 139.9 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/076 04. SQL.mp4 133.7 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/006 Operators Examples.mp4 132.7 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/065 03. Association and Correlation.mp4 130.1 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/044 03. Creating Pandas Series.mp4 129.1 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/054 13. Dataframe Operations.mp4 124.8 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/052 11. Getting Properties From Dataframes.mp4 117.1 MB
[TutsNode.com] - Complete Python & Data Science Course for Absolute Beginners/01 - Python Language Fundamentals Learn Python from scratch/003 Variables.mp4 113.3 MB

[磁力链接] 添加时间:2022-02-25 大小:11.7 GB 最近下载:2025-10-08 热度:6293

[ FreeCourseWeb.com ] MySQL for data science.zip

[ FreeCourseWeb.com ] MySQL for data science.zip 541.4 MB

[磁力链接] 添加时间:2022-02-04 大小:541.4 MB 最近下载:2025-10-08 热度:386

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

01 Introduction/001 Glossary.xlsx 20.4 kB
01 Introduction/001 What does the course cover_-subtitle-en.srt 4.9 kB
01 Introduction/001 What does the course cover_-subtitle-en.vtt 4.4 kB
01 Introduction/001 What does the course cover_.mp4 13.3 MB
02 Sample or population data_/002 Course-notes-descriptive-statistics.pdf 853.5 kB
02 Sample or population data_/002 Understanding the difference between a population and a sample-subtitle-en.srt 6.2 kB
02 Sample or population data_/002 Understanding the difference between a population and a sample-subtitle-en.vtt 5.7 kB
02 Sample or population data_/002 Understanding the difference between a population and a sample.mp4 11.9 MB
03 The fundamentals of descriptive statistics/003 Course-notes-descriptive-statistics.pdf 853.5 kB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with-subtitle-en.srt 4.4 kB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with-subtitle-en.vtt 3.9 kB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with.mp4 11.5 MB
03 The fundamentals of descriptive statistics/004 Levels of measurement-subtitle-en.srt 3.8 kB
03 The fundamentals of descriptive statistics/004 Levels of measurement-subtitle-en.vtt 3.4 kB
03 The fundamentals of descriptive statistics/004 Levels of measurement.mp4 9.2 MB
03 The fundamentals of descriptive statistics/005 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx 31.0 kB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.srt 5.6 kB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.vtt 4.9 kB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables.mp4 7.2 MB
03 The fundamentals of descriptive statistics/006 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx 42.1 kB

[磁力链接] 添加时间:2018-09-06 大小:581.8 MB 最近下载:2025-10-08 热度:2505

[ DevCourseWeb.com ] Udemy - Data Science - CNN and OpenCV - Breast Cancer Detection

~Get Your Files Here !/15. Project Files and Code/output/RN_weights-009-0.3958.hdf5 101.2 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/3. Setting up the project in Google Colab_Part 2.mp4 87.0 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/4. About Config and Create_Dataset File.mp4 86.9 MB
~Get Your Files Here !/7. Model Building/2. Building a custom CNN network architecture.mp4 54.6 MB
~Get Your Files Here !/12. Using ResNet50 model to detect presence of malignant cells in images/2. Loading an image and predicting using the model whether the person has malignant.mp4 47.9 MB
~Get Your Files Here !/15. Project Files and Code/output/CM_weights-010-0.3063.hdf5 44.4 MB
~Get Your Files Here !/10. Fitting the Model/2. Model Fitting of ResNet50, Custom CNN.mp4 42.8 MB
~Get Your Files Here !/7. Model Building/1. Model Building using ResNet50.mp4 40.6 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/7. Plotting some samples from both the classes.mp4 36.5 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/5. Importing the Libraries.mp4 35.2 MB
~Get Your Files Here !/3. Common Methods for plotting and class weight calculation/3. Calculating the class weights in train directory.mp4 33.5 MB
~Get Your Files Here !/4. Data Augmentation/2. Implementing Data Augmentation techniques.mp4 31.7 MB
~Get Your Files Here !/11. Model Evaluation/1. Predicting on the test data using ResNet50 and Custom CNN Model.mp4 30.6 MB
~Get Your Files Here !/13. Using custom CNN model to detect presence of malignant cells in images/2. Loading an image and predicting using the model whether the person has malignant.mp4 30.1 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/6. Plotting the count of data against each class in each directory.mp4 29.1 MB
~Get Your Files Here !/12. Using ResNet50 model to detect presence of malignant cells in images/1. Loading the ResNet50 model from drive.mp4 28.9 MB
~Get Your Files Here !/5. Data Generators/2. Implementing Data Generators.mp4 28.2 MB
~Get Your Files Here !/1. Introduction and Getting Started/3. Understanding the project folder structure.mp4 28.2 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/1. Understanding the dataset and the folder structure.mp4 28.1 MB
~Get Your Files Here !/14. Future scope of work/1. What you can do next to increase model’s prediction capabilities..mp4 26.4 MB

[磁力链接] 添加时间:2023-12-22 大小:1.2 GB 最近下载:2025-10-08 热度:1711

[ TutGee.com ] Udemy - Learn Data Science - Full Course for Beginners

~Get Your Files Here !/1. Introduction/2. Introduction.mp4 794.8 MB
~Get Your Files Here !/3. Coding/1. Coding.mp4 640.5 MB
~Get Your Files Here !/5. Statistics/1. Statistics.mp4 473.6 MB
~Get Your Files Here !/2. Data Sourcing/1. Part 2 Data Sourcing.mp4 383.8 MB
~Get Your Files Here !/4. Mathematics/1. Mathematics.mp4 237.5 MB
~Get Your Files Here !/1. Introduction/1. Course Overview.mp4 20.4 MB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 176 Bytes

[磁力链接] 添加时间:2025-02-09 大小:2.6 GB 最近下载:2025-10-08 热度:120

[GigaCourse.Com] Udemy - Build 30 Real World Data Science & Machine Learning Projects

4. Project-2 Costa Rican household poverty prediction/2. Data preprocessing and feature engineering.mp4 217.3 MB
11. Project-9 Apparent temperature prediction/3. Model building part1.mp4 208.1 MB
6. Project-4 Car price prediction/3. Creating and hypertunning model.mp4 198.1 MB
22. Project-20 Vaccination for justified user system using NLP/2. Importing data and libraries.mp4 192.1 MB
19. Project-17 Amazon Alexa Review system/2. Importing libraries and data.mp4 184.5 MB
10. Project-8 Predicting Hotel Booking/2. Data preprocessing, EDA.mp4 184.2 MB
4. Project-2 Costa Rican household poverty prediction/3. Creating models.mp4 159.6 MB
9. Project-7 Predicting employee attrition/3. Feature selection and model building.mp4 158.0 MB
21. Project-19 IMDB Movie Review system/3. Data Visualization.mp4 154.0 MB
12. Project-10 Consumer Complaint classification/3. Model building.mp4 150.2 MB
8. Project-6 Loan Prediction Analysis/4. Hypertuning models.mp4 149.4 MB
19. Project-17 Amazon Alexa Review system/3. EDA.mp4 145.2 MB
22. Project-20 Vaccination for justified user system using NLP/3. data preprocessing.mp4 143.9 MB
28. Project-26 E-signing of loan based on financial history/5. feature engineering.mp4 143.1 MB
3. Project-1 Image Caption Bot/6.1 Image caption Code and Model Files.zip 141.7 MB
29. Project-27 Mutual fund project/5. Understanding various parameters.mp4 140.0 MB
22. Project-20 Vaccination for justified user system using NLP/4. data visualization.mp4 138.8 MB
28. Project-26 E-signing of loan based on financial history/2. loading data and EDA.mp4 137.2 MB
26. Project-24 Mortality prediction in ICU using ANN/5. model building.mp4 135.1 MB
23. Project-21 Blood donation analysis/4. model building.mp4 133.9 MB

[磁力链接] 添加时间:2022-03-30 大小:11.7 GB 最近下载:2025-10-08 热度:2764

[DesireCourse.Net] Udemy - The Data Science Course 2020 Complete Data Science Bootcamp

16. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.mp4 168.2 MB
12. Probability - Distributions/29. A Practical Example of Probability Distributions.mp4 165.5 MB
11. Probability - Bayesian Inference/22. A Practical Example of Bayesian Inference.mp4 152.2 MB
40. Part 6 Mathematics/16. Why is Linear Algebra Useful.mp4 151.4 MB
5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.mp4 145.0 MB
10. Probability - Combinatorics/20. A Practical Example of Combinatorics.mp4 140.8 MB
3. The Field of Data Science - Connecting the Data Science Disciplines/1. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 133.0 MB
5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.mp4 131.2 MB
56. Software Integration/5. Taking a Closer Look at APIs.mp4 121.2 MB
5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.mp4 117.1 MB
2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.mp4 114.3 MB
56. Software Integration/3. What are Data Connectivity, APIs, and Endpoints.mp4 109.1 MB
6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.mp4 108.6 MB
55. Appendix Deep Learning - TensorFlow 1 Business Case/4. Business Case Preprocessing.mp4 108.4 MB
19. Statistics - Practical Example Inferential Statistics/1. Practical Example Inferential Statistics.mp4 107.7 MB
5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.mp4 104.2 MB
13. Probability - Probability in Other Fields/1. Probability in Finance.mp4 103.9 MB
35. Advanced Statistical Methods - Practical Example Linear Regression/1. Practical Example Linear Regression (Part 1).mp4 101.8 MB
20. Statistics - Hypothesis Testing/1. Null vs Alternative Hypothesis.mp4 96.5 MB
5. The Field of Data Science - Popular Data Science Techniques/7. Business Intelligence (BI) Techniques.mp4 94.3 MB

[磁力链接] 添加时间:2021-03-31 大小:16.4 GB 最近下载:2025-10-08 热度:3361

Udemy - Data Science Deep Learning and Neural Networks in Python (12.2023)

11 - Setting Up Your Environment FAQ by Student Request/77 - Anaconda Environment Setup.mp4 291.7 MB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/88 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4 181.5 MB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/85 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced.mp4 170.9 MB
7 - TensorFlow exercises practice and what to learn next/54 - Visualizing what a neural network has learned using TensorFlow Playground.mp4 167.8 MB
4 - Classifying more than 2 things at a time/22 - ECommerce Course Project PreProcessing the Data.mp4 153.6 MB
10 - HigherLevel Discussion/74 - Who should learn backpropagation in 2020 and beyond.mp4 140.4 MB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/87 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4 132.6 MB
7 - TensorFlow exercises practice and what to learn next/53 - TensorFlow plugandplay example.mp4 131.0 MB
5 - Training a neural network/39 - ECommerce Course Project Training Logistic Regression with Softmax.mp4 127.7 MB
6 - Practical Machine Learning/46 - Neural Networks for Regression.mp4 122.1 MB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/82 - Proof that using Jupyter Notebook is the same as not using it.mp4 119.4 MB
5 - Training a neural network/37 - Backpropagation part 3.mp4 109.6 MB
4 - Classifying more than 2 things at a time/17 - Feedforward in SlowMo part 1.mp4 103.5 MB
4 - Classifying more than 2 things at a time/23 - ECommerce Course Project Making Predictions.mp4 95.2 MB
10 - HigherLevel Discussion/73 - Who should take this course in 2020 and beyond.mp4 94.0 MB
5 - Training a neural network/32 - Training Logistic Regression with Softmax part 1.mp4 91.2 MB
9 - Backpropagation Supplementary Lectures/71 - Backpropagation with Softmax Troubleshooting.mp4 83.1 MB
5 - Training a neural network/36 - Backpropagation in code.mp4 82.4 MB
1 - Welcome/2 - Where to get the code.mp4 78.8 MB
10 - HigherLevel Discussion/75 - Where does this course fit into your deep learning studies.mp4 75.9 MB

[磁力链接] 添加时间:2025-08-14 大小:4.2 GB 最近下载:2025-10-08 热度:92

[FreeCoursesOnline.Me] [UDACITY] Data Science Scholarship Program By Bertelsmann - [FCO]

Videos/100 - Proportion over 60.mp4 118.1 kB
Videos/101 - Proportion over 60 Solution.mp4 939.6 kB
Videos/102 - Percentage Under 60.mp4 205.8 kB
Videos/103 - Percentage Under 60 Solution.mp4 414.7 kB
Videos/104 - Younger than 20.mp4 202.5 kB
Videos/105 - Younger than 20 Solution.mp4 419.5 kB
Videos/106 - Continent Graph.mp4 754.1 kB
Videos/107 - Continent Graph Solution.mp4 568.5 kB
Videos/108 - Difference Between Graphs.mp4 449.1 kB
Videos/109 - Difference Between Graphs Solution.mp4 2.2 MB
Videos/10 - BBC Measurement.mp4 1.2 MB
Videos/110 - Biased Graphs.mp4 596.5 kB
Videos/111 - Biased Graphs Solution.mp4 743.9 kB
Videos/112 - Changing Bin Size.mp4 1.9 MB
Videos/113 - Interpret Histogram.mp4 1.8 MB
Videos/114 - Interpret Histogram Solution.mp4 5.4 MB
Videos/115 - Skewed Distribution.mp4 2.0 MB
Videos/116 - Skewed Distribution Solution.mp4 1.5 MB
Videos/117 - 1. Blood Types.mp4 894.3 kB
Videos/118 - 1. Blood Types Solution.mp4 1.3 MB

[磁力链接] 添加时间:2018-11-22 大小:1.1 GB 最近下载:2025-10-08 热度:1087

Data Science Foundations Data Mining in Python

[TutsNode.com] - Data Science Foundations Data Mining in Python/7. Validating results.mp4 29.7 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/15. Clustering overview.mp4 29.4 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/22. Classification overview.mp4 27.2 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/39. ARIMA.mp4 27.0 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/4. Tools for data mining.mp4 26.3 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/8. Dimensionality reduction overview.mp4 25.1 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/29. Association analysis overview.mp4 19.4 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/40. MLP.mp4 18.7 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/5. The CRISP-DM data mining model.mp4 18.6 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/18. K-means.mp4 18.4 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/43. Text mining overview.mp4 18.2 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/6. Privacy, copyright, and bias.mp4 18.0 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/36. Time-series mining.mp4 17.6 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/31. Apriori.mp4 16.9 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/9. Handwritten digits dataset.mp4 16.0 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/45. Sentiment analysis- Binary classification.mp4 15.7 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/32. Eclat.mp4 15.4 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/50. Next steps.mp4 14.9 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/35. Solution- Apriori.mp4 14.8 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/12. t-SNE.mp4 14.1 MB

[磁力链接] 添加时间:2022-01-13 大小:669.5 MB 最近下载:2025-10-08 热度:3802

[ DevCourseWeb.com ] Udemy - Data Science Course (2023)

~Get Your Files Here !/02 - Data Science Introduction/004 Pandas Data Science Library with Python.mp4 80.0 MB
~Get Your Files Here !/02 - Data Science Introduction/002 What is Data Science----------Data.mp4 78.7 MB
~Get Your Files Here !/02 - Data Science Introduction/006 Matplotlib Data Science Library with Python.mp4 70.2 MB
~Get Your Files Here !/02 - Data Science Introduction/005 Numpy Data Science Library with Python.mp4 57.9 MB
~Get Your Files Here !/05 - Data Science Advanced Tools/003 Linear Regression Part 2.mp4 52.4 MB
~Get Your Files Here !/02 - Data Science Introduction/010 Data Cleaning.mp4 43.8 MB
~Get Your Files Here !/01 - Introduction/001 Downloading Anaconda and Installing Python.mp4 42.4 MB
~Get Your Files Here !/02 - Data Science Introduction/007 Scipy Data Science Library with Python.mp4 40.6 MB
~Get Your Files Here !/05 - Data Science Advanced Tools/002 Linear Regression Part 1.mp4 38.7 MB
~Get Your Files Here !/01 - Introduction/002 Installing Anaconda and Opening Jupyter Notebook.mp4 36.9 MB
~Get Your Files Here !/04 - Statistical Analysis Tools/004 Variance.mp4 36.1 MB
~Get Your Files Here !/01 - Introduction/003 Anaconda Navigator.mp4 35.0 MB
~Get Your Files Here !/02 - Data Science Introduction/009 Functions.mp4 35.0 MB
~Get Your Files Here !/02 - Data Science Introduction/003 Data Representation.mp4 33.8 MB
~Get Your Files Here !/03 - Mathematics Functions for Data Scientist/004 Gradient and the intercept.mp4 33.0 MB
~Get Your Files Here !/02 - Data Science Introduction/008 Seaborn Data Science Library with Python.mp4 30.4 MB
~Get Your Files Here !/01 - Introduction/004 Google Colab.mp4 28.7 MB
~Get Your Files Here !/05 - Data Science Advanced Tools/005 Linear Regression Table Summary.mp4 28.5 MB
~Get Your Files Here !/04 - Statistical Analysis Tools/005 Correlation.mp4 26.8 MB
~Get Your Files Here !/05 - Data Science Advanced Tools/004 Linear Regression Table.mp4 26.3 MB

[磁力链接] 添加时间:2024-04-03 大小:978.2 MB 最近下载:2025-10-08 热度:543

[FreeTutorials.Us] Udemy - data-science-and-machine-learning-with-python-hands-on

01 Getting Started/001 Introduction.mp4 29.1 MB
01 Getting Started/001 Introduction-subtitle-en.srt 5.0 kB
01 Getting Started/002 [Activity] Getting What You Need.mp4 10.0 MB
01 Getting Started/002 [Activity] Getting What You Need-subtitle-en.srt 4.9 kB
01 Getting Started/003 [Activity] Installing Enthought Canopy.mp4 42.5 MB
01 Getting Started/003 [Activity] Installing Enthought Canopy-subtitle-en.srt 9.7 kB
01 Getting Started/004 Python Basics_ Part 1.mp4 46.1 MB
01 Getting Started/004 Python Basics_ Part 1-subtitle-en.srt 34.5 kB
01 Getting Started/005 [Activity] Python Basics_ Part 2.mp4 29.8 MB
01 Getting Started/005 [Activity] Python Basics_ Part 2-subtitle-en.srt 20.3 kB
01 Getting Started/006 Running Python Scripts.mp4 22.6 MB
01 Getting Started/006 Running Python Scripts-subtitle-en.srt 8.8 kB
01 Getting Started/007 Introducing the Pandas Library.mp4 45.4 MB
01 Getting Started/007 Introducing the Pandas Library-subtitle-en.srt 18.4 kB
01 Getting Started/external_links.txt 146 Bytes
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data.mp4 35.8 MB
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data-subtitle-en.srt 15.8 kB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode.mp4 29.5 MB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode-subtitle-en.srt 12.6 kB
02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python.mp4 40.9 MB

[磁力链接] 添加时间:2018-01-30 大小:3.3 GB 最近下载:2025-10-08 热度:1922

Tableau 2020 A-Z Hands-On Tableau Training for Data Science

[TutsNode.com] - Tableau 2020/7. Advanced Data Preparation/3. Data Interpreter.mp4 143.5 MB
[TutsNode.com] - Tableau 2020/5. Joining, Blending and Relationships; PLUS Dual Axis Charts/5. The Showdown Joining Data v.s. Blending Data in Tableau.mp4 109.3 MB
[TutsNode.com] - Tableau 2020/4. Maps, Scatterplots, and Your First Dashboard/3. Joining Data in Tableau.mp4 104.1 MB
[TutsNode.com] - Tableau 2020/4. Maps, Scatterplots, and Your First Dashboard/4. Creating a Map, Working with Hierarchies.mp4 99.5 MB
[TutsNode.com] - Tableau 2020/5. Joining, Blending and Relationships; PLUS Dual Axis Charts/10. The Data Model (v2020.2 update).mp4 96.4 MB
[TutsNode.com] - Tableau 2020/9. What's new in Tableau/1. Connecting to PDF.mp4 95.0 MB
[TutsNode.com] - Tableau 2020/5. Joining, Blending and Relationships; PLUS Dual Axis Charts/11. Working with Relationships in Tableau (v2020.2 update).mp4 90.1 MB
[TutsNode.com] - Tableau 2020/8. Clusters, Custom Territories, Design Features/3. Custom Territories Via Groups.mp4 81.1 MB
[TutsNode.com] - Tableau 2020/5. Joining, Blending and Relationships; PLUS Dual Axis Charts/6. Data Blending in Tableau.mp4 79.3 MB
[TutsNode.com] - Tableau 2020/4. Maps, Scatterplots, and Your First Dashboard/8. Adding an Interactive Action - Highlighting.mp4 77.9 MB
[TutsNode.com] - Tableau 2020/8. Clusters, Custom Territories, Design Features/8. Modeling With Clusters.mp4 77.6 MB
[TutsNode.com] - Tableau 2020/5. Joining, Blending and Relationships; PLUS Dual Axis Charts/8. Creating Calculated Fields in a Blend (Advanced Topic).mp4 75.8 MB
[TutsNode.com] - Tableau 2020/9. What's new in Tableau/6. Viz in Tooltip.mp4 75.7 MB
[TutsNode.com] - Tableau 2020/5. Joining, Blending and Relationships; PLUS Dual Axis Charts/7. Dual Axis Chart.mp4 74.8 MB
[TutsNode.com] - Tableau 2020/6. Table Calculations, Advanced Dashboards, Storytelling/11. Creating a Storyline.mp4 73.1 MB
[TutsNode.com] - Tableau 2020/5. Joining, Blending and Relationships; PLUS Dual Axis Charts/1. Section Intro.mp4 73.0 MB
[TutsNode.com] - Tableau 2020/9. What's new in Tableau/3. Joining to Spatial Files.mp4 70.1 MB
[TutsNode.com] - Tableau 2020/3. Time series, Aggregation, and Filters/5. Creating an Area Chart & Learning About Highlighting.mp4 68.7 MB
[TutsNode.com] - Tableau 2020/6. Table Calculations, Advanced Dashboards, Storytelling/10. Analyzing the Customer Segmentation Dashboard .mp4 65.4 MB
[TutsNode.com] - Tableau 2020/4. Maps, Scatterplots, and Your First Dashboard/5. Creating a Scatter Plot, Applying Filters to Multiple Worksheets.mp4 64.9 MB

[磁力链接] 添加时间:2021-04-02 大小:3.7 GB 最近下载:2025-10-08 热度:7011

Complete Machine Learning & Data Science with R-2019

Complete Machine Learning & Data Science with R-2019.zip 6.3 GB
Download more courses.url 123 Bytes
Downloaded from TutsGalaxy.com.txt 73 Bytes
TutsGalaxy.com.txt 52 Bytes

[磁力链接] 添加时间:2021-03-15 大小:6.3 GB 最近下载:2025-10-08 热度:2101

[Coursera Specialization] Data Science by Roger D. Peng, Jeff Leek, Brian Caffo

1. The Data Scientist's Toolbox/Course Project/Captura de tela de 2015-03-02 15:24:34.png 109.3 kB
1. The Data Scientist's Toolbox/Week 01/01_01_seriesMotivation.pdf 2.0 MB
1. The Data Scientist's Toolbox/Week 01/01_01a_toolBoxOverview.pdf 2.1 MB
1. The Data Scientist's Toolbox/Week 01/01_02_gettingHelp.pdf 945.8 kB
1. The Data Scientist's Toolbox/Week 01/01_03_findingAnswers.pdf 614.3 kB
1. The Data Scientist's Toolbox/Week 01/01_04_RProgramming.pdf 555.0 kB
1. The Data Scientist's Toolbox/Week 01/01_05_gettingData.pdf 473.5 kB
1. The Data Scientist's Toolbox/Week 01/01_06_exploratoryAnalysis.pdf 391.2 kB
1. The Data Scientist's Toolbox/Week 01/01_07_reproducibleResearch.pdf 271.9 kB
1. The Data Scientist's Toolbox/Week 01/01_08_statisticalInference.pdf 446.4 kB
1. The Data Scientist's Toolbox/Week 01/01_09_regressionModels.pdf 620.2 kB
1. The Data Scientist's Toolbox/Week 01/01_10_practicalMachineLearning.pdf 645.3 kB
1. The Data Scientist's Toolbox/Week 01/01_11_buildingDataProducts.pdf 1.0 MB
1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).mp4 10.1 MB
1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).srt 22.1 kB
1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).mp4 1.6 MB
1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).srt 3.2 kB
1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).mp4 1.3 MB
1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).srt 2.7 kB
1. The Data Scientist's Toolbox/Week 01/1 - 12 - Building Data Products Overview (1_19).mp4 1.2 MB

[磁力链接] 添加时间:2017-03-04 大小:4.4 GB 最近下载:2025-10-08 热度:3067