data science -移花宫 -武林禁地，闲人禁止入内

TeamTreehouse - Beginning Data Science (Track) [Thomas]

12. Introduction to NumPy/03. Array Programming/01. New Way of Thinking.webm 57.9 MB
12. Introduction to NumPy/02. Array Organization/01. Indexing.webm 51.4 MB
12. Introduction to NumPy/01. Meet NumPy/01. Welcome.webm 48.5 MB
12. Introduction to NumPy/02. Array Organization/02. Boolean Array Indexing.webm 47.6 MB
12. Introduction to NumPy/02. Array Organization/04. Manipulation.webm 45.6 MB
12. Introduction to NumPy/03. Array Programming/02. Universal Functions.webm 45.0 MB
19. Introduction to Big Data/01. What is Big Data/04. Exploring Our New Problems.webm 43.3 MB
13. Introduction to pandas/0. Meet pandas/0.Welcome.webm 41.7 MB
12. Introduction to NumPy/03. Array Programming/04. Plotting.webm 40.6 MB
12. Introduction to NumPy/03. Array Programming/03. Routines in Action.webm 40.3 MB
12. Introduction to NumPy/01. Meet NumPy/03. Introducing Arrays.webm 40.3 MB
17. Scraping Data From the Web/02. A World Full of Spiders/04. The Endless Web.webm 40.2 MB
01. Data Analysis Basics/01. Introducing Data Analysis/04. Getting Good Data is Hard.webm 39.4 MB
02. Python Basics/01. Meet Python/01. Welcome.webm 37.6 MB
14. Preparing Data for Analysis/02. Data Cleaning/01. Cleaning A Spreadsheet.webm 37.1 MB
12. Introduction to NumPy/01. Meet NumPy/05. Multidimensional Arrays.webm 37.0 MB
19. Introduction to Big Data/02. Where and How is Big Data Used/03. Domain Data Storage.webm 36.3 MB
18. Data from APIs/01. Accessing an API with Python.webm 33.9 MB
03. Introducing Lists/01. Meet Lists/04. Indexing.webm 33.1 MB
08. Object-Oriented Python/01. Instant Objects/05. Design.webm 33.1 MB

[磁力链接] 添加时间:2023-12-23 大小:3.8 GB 最近下载:2025-08-21 热度:2033

[FreeCourseSite.com] Udemy - Math for Data Science Masterclass

05 - Probability/001 Introduction to Probability.mp4 92.9 MB
02 - Core Data Concepts/001 Introduction to Core Data Concepts.mp4 90.0 MB
05 - Probability/002 Probability, Law of Large Numbers, Experimental vs. Expected.mp4 80.4 MB
10 - Hypothesis Testing/001 Introduction to Hypothesis Testing.mp4 71.3 MB
08 - The Normal Distribution/001 Introduction to The Normal Distribution.mp4 66.1 MB
08 - The Normal Distribution/005 Z-Scores.mp4 63.8 MB
04 - Combinatorics/001 Introduction to Combinatorics.mp4 63.0 MB
06 - Joint Distributions/001 Introduction to Joint Distributions.mp4 59.7 MB
10 - Hypothesis Testing/005 The p-Value and Rejecting the Null.mp4 57.8 MB
11 - Regression/006 ANOVA.mp4 57.4 MB
05 - Probability/007 Transforming Random Variables.mp4 55.2 MB
03 - Visualizing Data/002 Scatter Plots.mp4 54.8 MB
03 - Visualizing Data/001 Introduction to Visualizing Data.mp4 54.6 MB
09 - Sampling/002 Sampling and Bias.mp4 52.5 MB
05 - Probability/006 Discrete Probability.mp4 51.1 MB
11 - Regression/003 Correlation Coefficient and the Residual.mp4 49.4 MB
02 - Core Data Concepts/002 Measurements of Central Tendency - Mean, Median, and Mode.mp4 48.3 MB
07 - Data Distributions/001 Introduction to Data Distributions.mp4 48.1 MB
07 - Data Distributions/007 Binomial Distribution.mp4 46.1 MB
05 - Probability/003 The Addition Rule, Union and Intersection, Venn Diagrams.mp4 44.0 MB

[磁力链接] 添加时间:2023-12-23 大小:2.3 GB 最近下载:2025-08-19 热度:3728

Asimov Academy - Formação em Data Science e Machine Learning

2. Dashboards Interativos com Python/1. Conceitos fundamentais/4. Técnicas avançadas em callbacks/4. Lidando com variáveis globais.mp4 980.3 MB
3. Asimov Projetos/Projetos de Data Science/Projetos Exclusivos/2. Análise de vendas de um marketplace/5. Análise exploratória dos dados - pt. 2 - Asimov Academy.mp4 827.0 MB
1. Data Science e Machine Learning com Python/4. Conceitos fundamentais de Machine Learning e AI/2. Prevendo preços de apartamentos usando Machine Learning/12. Comparando Modelos.mp4 824.4 MB
1. Data Science e Machine Learning com Python/1. PYTHON STARTER/3. Fundamentos da Linguagem/22. Solução dos exercícios - Parte 2.mp4 824.3 MB
1. Data Science e Machine Learning com Python/1. PYTHON STARTER/1. Lógica de Programação/3. Algoritmos 2.mp4 804.8 MB
1. Data Science e Machine Learning com Python/1. PYTHON STARTER/1. Lógica de Programação/Lógica de Programação 3. Algoritmos 2.mp4 804.8 MB
3. Asimov Projetos/Projetos de Data Science/Projetos Exclusivos/2. Análise de vendas de um marketplace/6. O poder do Machine Learning - Asimov Academy.mp4 800.6 MB
3. Asimov Projetos/Projetos de Data Science/Projetos Exclusivos/3. Doenças cardíacas com Machine Learning/2. Análise exploratória dos dados - Asimov Academy.mp4 800.3 MB
1. Data Science e Machine Learning com Python/4. Conceitos fundamentais de Machine Learning e AI/2. Prevendo preços de apartamentos usando Machine Learning/4. Análise exploratória dos dados.mp4 792.7 MB
2. Dashboards Interativos com Python/3. Desenvolvimento de projetos/5. Calendar App/13. Criação dos cards de eventos.mp4 784.1 MB
3. Asimov Projetos/ASIMOV CALENDAR/13. Criação dos cards de eventos - Asimov Academy.mp4 784.1 MB
1. Data Science e Machine Learning com Python/1. PYTHON STARTER/4. Projetos - Calculadora e software de gestão/2. Resolução - Calculadora.mp4 772.2 MB
1. Data Science e Machine Learning com Python/1. PYTHON STARTER/5. Gerenciamento de erros e Depuração de código/6. Projeto Papel pedra e Tesoura.mp4 756.7 MB
1. Data Science e Machine Learning com Python/9. Unsupervised Learning/1. Os modelos de aprendizado não supervisionado/9. Gaussian Mixture Models na Prática.mp4 746.9 MB
1. Data Science e Machine Learning com Python/4. Conceitos fundamentais de Machine Learning e AI/2. Prevendo preços de apartamentos usando Machine Learning/10. Treinando os primeiros modelos.mp4 744.7 MB
1. Data Science e Machine Learning com Python/5. Matemática para Data Science e Machine Learning/3. Álgebra Linear/2. O surgimento da algebra linear.mp4 724.1 MB
2. Dashboards Interativos com Python/3. Desenvolvimento de projetos/5. Calendar App/8. Renderização do calendário.mp4 723.3 MB
3. Asimov Projetos/ASIMOV CALENDAR/8. Renderização do calendário - Asimov Academy.mp4 723.3 MB
3. Asimov Projetos/Projetos de Data Science/Projetos Exclusivos/2. Análise de vendas de um marketplace/4. Análise exploratória dos dados - pt. 1 - Asimov Academy.mp4 713.9 MB
2. Dashboards Interativos com Python/3. Desenvolvimento de projetos/2. Como adicionar autenticação a seus projetos/9. Finalizando a lógica de registros.mp4 708.2 MB

[磁力链接] 添加时间:2023-12-23 大小:133.9 GB 最近下载:2025-08-18 热度:1917

[CourseClub.Me] Coursera - Practical Data Science with MATLAB Specialization

1. Exploratory Data Analysis with MATLAB/exploratory-data-analysis-matlab - 04 - Why Do We Need Data Science.mp4 69.0 MB
3. Predictive Modeling and Machine Learning with MATLAB/predictive-modeling-machine-learning - 30 - A Discussion with Heather.mp4 65.6 MB
2. Data Processing and Feature Engineering with MATLAB/feature-engineering-matlab - 40 - Feature Engineering and Clustering with Images.mp4 47.1 MB
2. Data Processing and Feature Engineering with MATLAB/feature-engineering-matlab - 20 - Identifying Missing Data.mp4 33.4 MB
2. Data Processing and Feature Engineering with MATLAB/feature-engineering-matlab - 05 - Introduction to the Flights Dataset.mp4 31.7 MB
1. Exploratory Data Analysis with MATLAB/exploratory-data-analysis-matlab - 37 - Creating a Live Script.mp4 30.9 MB
3. Predictive Modeling and Machine Learning with MATLAB/predictive-modeling-machine-learning - 03 - Introduction to Supervised Machine Learning.mp4 29.7 MB
4. Data Science Project MATLAB for the Real World/matlab-capstone - 09 - Storytelling in Data Science.mp4 27.9 MB
3. Predictive Modeling and Machine Learning with MATLAB/predictive-modeling-machine-learning - 25 - Optimizing Hyperparameters.mp4 26.1 MB
3. Predictive Modeling and Machine Learning with MATLAB/predictive-modeling-machine-learning - 13 - Using the Classification Learner App.mp4 25.9 MB
3. Predictive Modeling and Machine Learning with MATLAB/predictive-modeling-machine-learning - 04 - Introduction to the Taxi Data.mp4 25.4 MB
3. Predictive Modeling and Machine Learning with MATLAB/predictive-modeling-machine-learning - 14 - Evaluating Classification Models.mp4 25.0 MB
4. Data Science Project MATLAB for the Real World/matlab-capstone - 10 - Conclusion of Practical Data Science with MATLAB.mp4 24.2 MB
2. Data Processing and Feature Engineering with MATLAB/feature-engineering-matlab - 09 - Visualizing Multidimensional Data.mp4 23.9 MB
2. Data Processing and Feature Engineering with MATLAB/feature-engineering-matlab - 41 - Feature Engineering with Text.mp4 23.9 MB
2. Data Processing and Feature Engineering with MATLAB/feature-engineering-matlab - 26 - Smoothing Data.mp4 22.4 MB
3. Predictive Modeling and Machine Learning with MATLAB/predictive-modeling-machine-learning - 07 - Using the Regression Learner App.mp4 22.2 MB
4. Data Science Project MATLAB for the Real World/matlab-capstone - 05 - Preparing Your Dataset.mp4 22.0 MB
1. Exploratory Data Analysis with MATLAB/exploratory-data-analysis-matlab - 01 - Practical Data Science with MATLAB.mp4 22.0 MB
2. Data Processing and Feature Engineering with MATLAB/feature-engineering-matlab - 01 - Practical Data Science with MATLAB.mp4 22.0 MB

[磁力链接] 添加时间:2023-12-23 大小:1.9 GB 最近下载:2025-08-17 热度:1856

[FreeCourseSite.com] Udemy - Complete Machine Learning Data Science Bootcamp 2023

5 - Data Science Environment Setup/42 - Windows Environment Setup 2.mp4 437.8 MB
9 - Scikitlearn Creating Machine Learning Models/139 - NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 430.9 MB
16 - Career Advice Extra Bits/272 - CWD Git Github.mp4 381.0 MB
9 - Scikitlearn Creating Machine Learning Models/116 - NEW Choosing The Right Model For Your Data.mp4 371.4 MB
9 - Scikitlearn Creating Machine Learning Models/106 - Typical scikitlearn Workflow.mp4 353.0 MB
9 - Scikitlearn Creating Machine Learning Models/107 - Optional Debugging Warnings In Jupyter.mp4 337.9 MB
16 - Career Advice Extra Bits/266 - What If I Dont Have Enough Experience.mp4 328.0 MB
9 - Scikitlearn Creating Machine Learning Models/142 - Tuning Hyperparameters.mp4 325.8 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/243 - Training Your Deep Neural Network.mp4 312.0 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/185 - Feature Engineering.mp4 305.2 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/245 - Make And Transform Predictions.mp4 292.6 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/232 - Turning Data Into Batches 2.mp4 279.4 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/186 - Turning Data Into Numbers.mp4 279.3 MB
5 - Data Science Environment Setup/39 - Mac Environment Setup.mp4 274.6 MB
9 - Scikitlearn Creating Machine Learning Models/149 - Putting It All Together.mp4 274.6 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/196 - Preproccessing Our Data.mp4 271.9 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/198 - Feature Importance.mp4 266.9 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/248 - Visualizing And Evaluate Model Predictions 2.mp4 266.6 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/183 - Exploring Our Data.mp4 264.3 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/251 - Training Model On Full Dataset.mp4 264.0 MB

[磁力链接] 添加时间:2023-12-23 大小:32.9 GB 最近下载:2025-08-20 热度:6937

[ 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:2025-08-04 热度:1662

[ CourseWikia.com ] Coursera - Learn SQL Basics for Data Science Specialization

~Get Your Files Here !/sql-for-data-science/03_subqueries-and-joins-in-sql/01_subqueries-and-joins-in-sql/08_advanced-joins-left-right-and-full-outer-joins.mp4 37.2 MB
~Get Your Files Here !/spark-sql/01_introduction-to-spark/01_getting-started/02_course-introduction.mp4 35.8 MB
~Get Your Files Here !/sql-for-data-science/02_filtering-sorting-and-calculating-data-with-sql/01_filtering-sorting-and-calculating-data-with-sql/02_basics-of-filtering-with-sql.mp4 35.1 MB
~Get Your Files Here !/spark-sql/04_data-lakes-warehouses-and-lakehouses/01_data-lakes-warehouses-and-lakehouses/01_module-introduction.mp4 35.1 MB
~Get Your Files Here !/spark-sql/04_data-lakes-warehouses-and-lakehouses/03_course-summary/01_course-summary.mp4 35.0 MB
~Get Your Files Here !/sql-for-data-science/02_filtering-sorting-and-calculating-data-with-sql/01_filtering-sorting-and-calculating-data-with-sql/04_using-wildcards-in-sql.mp4 34.0 MB
~Get Your Files Here !/spark-sql/03_engineering-data-pipelines/01_engineering-data-pipelines/04_file-formats.mp4 31.6 MB
~Get Your Files Here !/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/02_selecting-and-retrieving-data-with-sql/02_what-is-sql-anyway.mp4 31.4 MB
~Get Your Files Here !/sql-for-data-science/03_subqueries-and-joins-in-sql/01_subqueries-and-joins-in-sql/06_inner-joins.mp4 30.7 MB
~Get Your Files Here !/sql-data-science-capstone/04_milestone-4-presenting-your-findings-storytelling/02_resources/08_working-with-text-strings.mp4 30.3 MB
~Get Your Files Here !/sql-for-data-science/04_modifying-and-analyzing-data-with-sql/01_modifying-and-analyzing-data-with-sql/02_working-with-text-strings.mp4 30.3 MB
~Get Your Files Here !/spark-sql/03_engineering-data-pipelines/01_engineering-data-pipelines/03_accessing-data.mp4 29.7 MB
~Get Your Files Here !/sql-data-science-capstone/04_milestone-4-presenting-your-findings-storytelling/02_resources/15_using-sql-for-data-science-part-2.mp4 29.5 MB
~Get Your Files Here !/sql-for-data-science/04_modifying-and-analyzing-data-with-sql/01_modifying-and-analyzing-data-with-sql/09_using-sql-for-data-science-part-2.mp4 29.5 MB
~Get Your Files Here !/data-wrangling-analysis-abtesting/03_sql-problem-solving/01_sql-problem-solving/10_product-analysis-solution.mp4 29.2 MB
~Get Your Files Here !/data-wrangling-analysis-abtesting/01_data-of-unknown-quality/03_data-of-unknown-quality/09_users-table-solution.mp4 28.6 MB
~Get Your Files Here !/data-wrangling-analysis-abtesting/04_case-study-ab-testing/01_case-study-ab-testing/02_statistics-refresher-optional.mp4 28.3 MB
~Get Your Files Here !/sql-data-science-capstone/02_milestone-2-descriptive-stats-understanding-your-data/02_resources/01_statistics-refresher-optional.mp4 28.3 MB
~Get Your Files Here !/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/02_selecting-and-retrieving-data-with-sql/07_creating-tables.mp4 28.3 MB
~Get Your Files Here !/sql-data-science-capstone/04_milestone-4-presenting-your-findings-storytelling/02_resources/14_using-sql-for-data-science-part-1.mp4 27.5 MB

[磁力链接] 添加时间:2023-12-22 大小:2.5 GB 最近下载:2025-08-17 热度:2701

[Tutorialsplanet.NET] Udemy - 2022 Python for Machine Learning & Data Science Masterclass

23 - Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4 219.4 MB
05 - Pandas/028 Pandas Project Exercise Solutions.mp4 180.9 MB
13 - Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4 169.1 MB
08 - Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three.mp4 144.1 MB
17 - Random Forests/007 Coding Classification with Random Forest Classifier - Part Two.mp4 136.7 MB
19 - Supervised Learning Capstone Project/003 Solution Walkthrough - Supervised Learning Project - Cohort Analysis.mp4 136.5 MB
05 - Pandas/026 Pandas Pivot Tables.mp4 135.4 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/007 DBSCAN - Outlier Project Exercise Solutions.mp4 134.1 MB
25 - PCA - Principal Component Analysis and Manifold Learning/007 PCA - Project Exercise Solution.mp4 125.3 MB
11 - Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows.mp4 123.3 MB
16 - Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model.mp4 121.4 MB
23 - Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4 120.6 MB
19 - Supervised Learning Capstone Project/004 Solution Walkthrough - Supervised Learning Project - Tree Models.mp4 119.8 MB
07 - Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4 116.7 MB
08 - Data Analysis and Visualization Capstone Project Exercise/002 Capstone Project Solutions - Part One.mp4 116.0 MB
26 - Model Deployment/003 Model Persistence.mp4 115.1 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition.mp4 114.4 MB
22 - K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two.mp4 113.5 MB
08 - Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two.mp4 111.3 MB
19 - Supervised Learning Capstone Project/002 Solution Walkthrough - Supervised Learning Project - Data and EDA.mp4 111.3 MB

[磁力链接] 添加时间:2023-12-22 大小:12.3 GB 最近下载:2025-08-15 热度:208

Data Science for Dummies, 2nd Edition - Lillian Pierson

Data Science for Dummies, 2e - Lillian Pierson.m4b 301.4 MB
Data Science for Dummies, 2e - Lillian Pierson (2017).epub 10.8 MB
cover.jpg 43.2 kB

[磁力链接] 添加时间:2023-12-22 大小:312.2 MB 最近下载:2025-08-20 热度:3973

[ FreeCourseWeb.com ] Udemy - Data Science in Layman's Terms - Time Series Analysis

~Get Your Files Here !/11. Project Dashboard Building with Geospatial-Temporal Analysis/2. Dashboard Project Code.mp4 523.9 MB
~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/3. Feature Engineering and Visualization.mp4 304.2 MB
~Get Your Files Here !/8. Project Sequence Prediction/4. Music Generation Model.mp4 280.8 MB
~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/2. Data Exploration and Cleaning.mp4 264.4 MB
~Get Your Files Here !/8. Project Sequence Prediction/3. Music Generation Pre-Processing.mp4 209.8 MB
~Get Your Files Here !/2. Time Series Forecasting/5. Forecasting with Neural Networks.mp4 195.5 MB
~Get Your Files Here !/5. Signal Processing/2. The Fourier Transform.mp4 171.8 MB
~Get Your Files Here !/10. Project Signal Processing/2. Signal Processing Code.mp4 169.9 MB
~Get Your Files Here !/2. Time Series Forecasting/4. Forecasting with Nonlinear Models.mp4 166.5 MB
~Get Your Files Here !/10. Project Signal Processing/1. Signal Processing Project Overview.mp4 154.1 MB
~Get Your Files Here !/2. Time Series Forecasting/2. Forecasting with Constant Variance.mp4 147.1 MB
~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/4. Anomaly Detection and Forecasting Model.mp4 142.8 MB
~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/3. Building the Classification Models.mp4 135.9 MB
~Get Your Files Here !/3. Anomaly Detection/1. Anomaly Detection.mp4 125.6 MB
~Get Your Files Here !/7. Project Segmentation/1. Time Series Segmentation Project.mp4 119.0 MB
~Get Your Files Here !/8. Project Sequence Prediction/1. Sequence Prediction Project Overview.mp4 112.7 MB
~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/2. Writing a Data Processor Script.mp4 98.3 MB
~Get Your Files Here !/11. Project Dashboard Building with Geospatial-Temporal Analysis/1. Dashboard Project Overview.mp4 73.1 MB
~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/4. Evaluating the Classification Models.mp4 71.7 MB
~Get Your Files Here !/5. Signal Processing/3. Filters and Wavelets.mp4 70.3 MB

[磁力链接] 添加时间:2023-12-21 大小:4.2 GB 最近下载:2025-08-18 热度:2264

[GigaCourse.Com] Udemy - The Data Science Course Complete Data Science Bootcamp 2023

11 - Probability Bayesian Inference/51 - A Practical Example of Bayesian Inference.mp4 313.5 MB
12 - Probability Distributions/66 - A Practical Example of Probability Distributions.mp4 297.5 MB
16 - Statistics Practical Example Descriptive Statistics/93 - Practical Example Descriptive Statistics.mp4 259.3 MB
35 - Advanced Statistical Methods Practical Example Linear Regression/224 - Practical Example Linear Regression Part 1.mp4 184.7 MB
5 - The Field of Data Science Popular Data Science Techniques/11 - Techniques for Working with Traditional Data.mp4 173.6 MB
64 - Appendix Working with Text Files in Python/505 - Importing Data from json Files.mp4 167.5 MB
58 - Case Study Preprocessing the Absenteeismdata/420 - Obtaining Dummies from a Single Feature.mp4 159.1 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/393 - Business Case Preprocessing.mp4 153.4 MB
51 - Deep Learning Business Case Example/354 - Business Case Preprocessing the Data.mp4 152.2 MB
3 - The Field of Data Science Connecting the Data Science Disciplines/9 - Applying Traditional Data Big Data BI Traditional Data Science and ML.mp4 141.2 MB
19 - Statistics Practical Example Inferential Statistics/118 - Practical Example Inferential Statistics.mp4 140.5 MB
6 - The Field of Data Science Popular Data Science Tools/22 - Necessary Programming Languages and Software Used in Data Science.mp4 138.5 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/390 - Business Case Getting Acquainted with the Dataset.mp4 130.7 MB
58 - Case Study Preprocessing the Absenteeismdata/425 - Classifying the Various Reasons for Absence.mp4 128.6 MB
10 - Probability Combinatorics/39 - A Practical Example of Combinatorics.mp4 126.7 MB
58 - Case Study Preprocessing the Absenteeismdata/412 - Checking the Content of the Data Set.mp4 121.7 MB
40 - Part 6 Mathematics/281 - Why is Linear Algebra Useful.mp4 118.9 MB
5 - The Field of Data Science Popular Data Science Techniques/17 - Techniques for Working with Traditional Methods.mp4 118.2 MB
64 - Appendix Working with Text Files in Python/502 - Importing Data with loadtxt and genfromtxt.mp4 116.3 MB
55 - Appendix Deep Learning TensorFlow 1 Business Case/395 - Creating a Data Provider.mp4 115.6 MB

[磁力链接] 添加时间:2023-12-21 大小:17.4 GB 最近下载:2025-08-07 热度:4689

[ DevCourseWeb.com ] Udemy - Data Science - Deep Learning Project for Self Driving Cars

~Get Your Files Here !/5. Build, Compile and Train a Deep Learning Model/1. Overview of Neural Networks.mp4 126.7 MB
~Get Your Files Here !/5. Build, Compile and Train a Deep Learning Model/2. Train a Deep Learning Model that can identify between 43 different Traffic Signs.mp4 92.5 MB
~Get Your Files Here !/3. Cloning Traffic Sign Dataset/1. Import, Explore and Visualize Dataset.mp4 81.3 MB
~Get Your Files Here !/6. Testing and Analyzing The Performance of the Model/2. Testing and Saving the Model.mp4 78.4 MB
~Get Your Files Here !/4. Image Pre-Processing/1. Grayscale Conversion , Applying Histogram Equalization and Normalization.mp4 58.2 MB
~Get Your Files Here !/2. Introduction To Project Platform/1. Importing Necessary Libraries in Google Colab Platform.mp4 35.8 MB
~Get Your Files Here !/1. Introduction/1. Project Overview.mp4 28.5 MB
~Get Your Files Here !/6. Testing and Analyzing The Performance of the Model/1. Overfitting.mp4 7.2 MB
~Get Your Files Here !/5. Build, Compile and Train a Deep Learning Model/1. Overview of Neural Networks.srt 18.7 kB
~Get Your Files Here !/6. Testing and Analyzing The Performance of the Model/2. Testing and Saving the Model.srt 11.8 kB
~Get Your Files Here !/5. Build, Compile and Train a Deep Learning Model/2. Train a Deep Learning Model that can identify between 43 different Traffic Signs.srt 11.8 kB
~Get Your Files Here !/3. Cloning Traffic Sign Dataset/1. Import, Explore and Visualize Dataset.srt 8.7 kB
~Get Your Files Here !/2. Introduction To Project Platform/1. Importing Necessary Libraries in Google Colab Platform.srt 7.6 kB
~Get Your Files Here !/4. Image Pre-Processing/1. Grayscale Conversion , Applying Histogram Equalization and Normalization.srt 7.2 kB
~Get Your Files Here !/1. Introduction/1. Project Overview.srt 4.9 kB
~Get Your Files Here !/6. Testing and Analyzing The Performance of the Model/1. Overfitting.srt 2.9 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes
~Get Your Files Here !/6. Testing and Analyzing The Performance of the Model/2.1 Downloadable Colab Notebook link.html 146 Bytes
~Get Your Files Here !/5. Build, Compile and Train a Deep Learning Model/1.1 httpswww.cs.ryerson.ca~aharleyvisconvflat.html.html 114 Bytes

[磁力链接] 添加时间:2023-12-21 大小:508.8 MB 最近下载:2025-08-16 热度:3259

[ DevCourseWeb.com ] Udemy - Master Data Science - 5-in-1 Projects Data Interview ShowOff

~Get Your Files Here !/2. The First Project Google App Store Exploratory Data Analysis (EDA)/3. 3. Data Visualization Techniques..mp4 98.8 MB
~Get Your Files Here !/2. The First Project Google App Store Exploratory Data Analysis (EDA)/1. 1. Visual Exploring of Google App Store Data..mp4 63.8 MB
~Get Your Files Here !/2. The First Project Google App Store Exploratory Data Analysis (EDA)/2. 2. Data Cleaning and Preprocessing of Google App Store Data..mp4 46.9 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 27.8 MB
~Get Your Files Here !/7. Bonus/1. Thank you..html 6.4 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes
~Get Your Files Here !/3. Second Project Sentiment Analysis/1. The content of this section will be added soon..html 54 Bytes
~Get Your Files Here !/4. Third Project Predictive Modeling/1. The content of this section will be added soon..html 54 Bytes
~Get Your Files Here !/5. Fourth Project Time Series Analysis/1. The content of this section will be added soon..html 54 Bytes
~Get Your Files Here !/6. Fifth Project Big Data Analytics/1. The content of this section will be added soon..html 54 Bytes

[磁力链接] 添加时间:2023-12-21 大小:237.4 MB 最近下载:2025-08-20 热度:1914

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

11 - Generative Models/107 - Variational AutoEncoders VAE Handson with Fashion MNIST.mp4 255.6 MB
8 - Apache Spark Machine Learning on Big Data/74 - Activity Installing Spark Part 2.mp4 205.6 MB
1 - Getting Started/6 - Activity MAC Installing and Using Anaconda Course Materials.mp4 197.9 MB
10 - Deep Learning and Neural Networks/102 - Activity Transfer Learning.mp4 195.1 MB
6 - More Data Mining and Machine Learning Techniques/57 - Reinforcement Learning.mp4 191.1 MB
5 - Recommender Systems/50 - Activity Making Movie Recommendations with ItemBased Collaborative Filtering.mp4 190.1 MB
8 - Apache Spark Machine Learning on Big Data/79 - Activity KMeans Clustering in Spark.mp4 187.1 MB
10 - Deep Learning and Neural Networks/94 - Activity Using Tensorflow Part 1.mp4 178.2 MB
3 - Predictive Models/28 - Activity Multiple Regression and Predicting Car Prices.mp4 158.2 MB
2 - Statistics and Probability Refresher and Python Practice/16 - Activity Variation and Standard Deviation.mp4 156.3 MB
2 - Statistics and Probability Refresher and Python Practice/21 - Activity Advanced Visualization with Seaborn.mp4 156.3 MB
10 - Deep Learning and Neural Networks/95 - Activity Using Tensorflow Part 2.mp4 156.2 MB
2 - Statistics and Probability Refresher and Python Practice/23 - Exercise Conditional Probability.mp4 154.6 MB
11 - Generative Models/109 - Generative Adversarial Networks GANs Playing with some demos.mp4 151.8 MB
6 - More Data Mining and Machine Learning Techniques/53 - Activity Using KNN to predict a rating for a movie.mp4 147.6 MB
8 - Apache Spark Machine Learning on Big Data/81 - Activity Searching Wikipedia with Spark.mp4 146.2 MB
5 - Recommender Systems/48 - Activity Finding Movie Similarities using Cosine Similarity.mp4 143.7 MB
3 - Predictive Models/26 - Activity Linear Regression.mp4 143.3 MB
9 - Experimental Design ML in the Real World/88 - AB Test Gotchas.mp4 141.0 MB
8 - Apache Spark Machine Learning on Big Data/78 - Introduction to Decision Trees in Spark.mp4 140.5 MB

[磁力链接] 添加时间:2023-12-21 大小:9.2 GB 最近下载:2025-08-20 热度:4340

Applied Math for Data Science

Module 2 Probability/003. Probability Basics.mp4 110.0 MB
Module 1 Calculus and Functions/002. Mathematical Functions.mp4 106.8 MB
Module 5 Linear Regression/004. Fitting a Linear Regression.mp4 105.1 MB
Module 1 Calculus and Functions/004. The Limit and the Derivative.mp4 98.6 MB
Module 3 Statistics and Hypothesis Testing/002. Descriptive Statistics.mp4 93.3 MB
Module 6 Logistic Regression and Classification/006. ROCAUC and Confusion Matrices.mp4 74.3 MB
Module 6 Logistic Regression and Classification/003. Fitting a Logistic Regression.mp4 72.6 MB
Module 4 Linear Algebra/003. Transformations and Matrices.mp4 68.6 MB
Module 5 Linear Regression/002. Simple Linear Regression.mp4 64.6 MB
Module 4 Linear Algebra/002. Vectors and Vector Operations.mp4 61.6 MB
Module 5 Linear Regression/007. Performance Metrics.mp4 55.9 MB
Module 5 Linear Regression/005. Overfitting, Variance, and RidgeLasso Regression.mp4 54.6 MB
Module 3 Statistics and Hypothesis Testing/006. Hypothesis Testing.mp4 47.5 MB
Module 6 Logistic Regression and Classification/002. Logistic Regression Basics.mp4 46.6 MB
Module 2 Probability/005. Binomial and Beta Distribution.mp4 43.8 MB
Module 3 Statistics and Hypothesis Testing/003. The Normal Distribution.mp4 43.4 MB
Module 2 Probability/004. Bayes Theorem.mp4 42.7 MB
Module 5 Linear Regression/006. TrainTest Splits.mp4 32.6 MB
Module 3 Statistics and Hypothesis Testing/005. Z Scores and Confidence Intervals.mp4 32.0 MB
Module 6 Logistic Regression and Classification/005. The R2 and P-Value.mp4 29.2 MB

[磁力链接] 添加时间:2023-12-21 大小:1.6 GB 最近下载:2025-08-21 热度:7575

Data Science Model Deployments and Cloud Computing on GCP

Package/videos/video9_7.mp4 181.7 MB
Package/videos/video7_8.mp4 178.5 MB
Package/videos/video9_3.mp4 175.5 MB
Package/videos/video8_7.mp4 160.9 MB
Package/videos/video7_3.mp4 155.4 MB
Package/videos/video4_5.mp4 153.8 MB
Package/videos/video6_2.mp4 152.9 MB
Package/videos/video3_2.mp4 139.2 MB
Package/videos/video6_7.mp4 138.4 MB
Package/videos/video5_8.mp4 137.7 MB
Package/videos/video4_7.mp4 136.1 MB
Package/videos/video4_11.mp4 128.9 MB
Package/videos/video9_10.mp4 127.6 MB
Package/videos/video3_4.mp4 115.3 MB
Package/videos/video3_3.mp4 114.3 MB
Package/videos/video9_4.mp4 113.9 MB
Package/videos/video3_1.mp4 112.3 MB
Package/videos/video8_4.mp4 112.1 MB
Package/videos/video5_12.mp4 110.1 MB
Package/videos/video4_10.mp4 110.0 MB

[磁力链接] 添加时间:2023-12-21 大小:5.6 GB 最近下载:2025-08-20 热度:4986

[FreeCourseSite.com] Udemy - Machine Learning A-Z™ Python & R in Data Science [2023]

[FreeCourseSite.com] Udemy - Machine Learning A-Z™ Python & R in Data Science [2023].part1.rar 6.4 GB
[FreeCourseSite.com] Udemy - Machine Learning A-Z™ Python & R in Data Science [2023].part2.rar 6.4 GB
[FreeCourseSite.com] Udemy - Machine Learning A-Z™ Python & R in Data Science [2023].part3.rar 78.6 MB

[磁力链接] 添加时间:2023-12-21 大小:13.0 GB 最近下载:2025-08-21 热度:4928

[CourseClub.Me] PacktPub - Data Science Model Deployments and Cloud Computing on GCP

Chapter 9 Vertex AI - Machine Learning Framework/007. Lab - Model Deployment Flow Using Python SDK.mp4 63.2 MB
Chapter 7 Data Science Models with Google App Engine/008. Lab - Final Solution Deployment Using Workflow and App Engine.mp4 63.0 MB
Chapter 9 Vertex AI - Machine Learning Framework/003. Lab - Custom Model Training Using Web Console.mp4 59.7 MB
Chapter 8 Dataproc Serverless PySpark/007. Lab - Airflow with Serverless PySpark.mp4 55.6 MB
Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/002. Lab - Deploy Python Application Using Cloud Storage Triggers.mp4 54.8 MB
Chapter 4 Cloud Run - Serverless and Containerized Applications/005. Lab - Run and Ship Applications Using the Container Registry.mp4 54.6 MB
Chapter 7 Data Science Models with Google App Engine/003. Lab - Deploy Training Code to App Engine.mp4 53.9 MB
Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/007. Lab – Use Case Deployment - Part-1.mp4 47.2 MB
Chapter 4 Cloud Run - Serverless and Containerized Applications/011. Lab - Continuous Deployment Using Cloud Build and GitHub.mp4 46.6 MB
Chapter 4 Cloud Run - Serverless and Containerized Applications/007. Lab - Deploy Python Application to Cloud Run.mp4 46.1 MB
Chapter 5 Google App Engine - For Serverless Applications/008. Lab - Implement Caching Mechanism in Python Application - Part 1.mp4 45.8 MB
Chapter 9 Vertex AI - Machine Learning Framework/004. Lab - Custom Model Training Using SDK and Model Registries.mp4 43.5 MB
Chapter 9 Vertex AI - Machine Learning Framework/010. Lab - Code Walkthrough Using Kubeflow and Python.mp4 42.3 MB
Chapter 3 Get Started with Google Cloud/003. Get Comfortable with Basics of gcloud CLI.mp4 40.1 MB
Chapter 4 Cloud Run - Serverless and Containerized Applications/010. Lab - Python Application Deployment Using Cloud Build.mp4 40.0 MB
Chapter 7 Data Science Models with Google App Engine/006. Lab - Data Validation Using App Engine.mp4 39.9 MB
Chapter 3 Get Started with Google Cloud/004. gsutil and Bash Command Basics.mp4 39.0 MB
Chapter 5 Google App Engine - For Serverless Applications/012. Lab - Scalability and Instance Types in App Engine.mp4 38.7 MB
Chapter 9 Vertex AI - Machine Learning Framework/013. Lab - Add Model Evaluation Step in Kubeflow before Deployment.mp4 37.7 MB
Chapter 8 Dataproc Serverless PySpark/004. Lab - Develop and Submit PySpark Job.mp4 37.0 MB

[磁力链接] 添加时间:2023-12-20 大小:1.8 GB 最近下载:2025-08-19 热度:1875

GetFreeCourses.Co-Udemy-Complete 2022 Data Science & Machine Learning Bootcamp

04 - Introduction to Optimisation and the Gradient Descent Algorithm/007 [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 240.6 MB
12 - Serving a Tensorflow Model through a Website/014 Calculating the Centre of Mass and Shifting the Image.mp4 220.7 MB
05 - Predict House Prices with Multivariable Linear Regression/031 Build a Valuation Tool (Part 3) Docstrings & Creating your own Python Module.mp4 210.7 MB
10 - Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/012 Model Evaluation and the Confusion Matrix.mp4 202.6 MB
04 - Introduction to Optimisation and the Gradient Descent Algorithm/009 Understanding the Learning Rate.mp4 199.4 MB
03 - Python Programming for Data Science and Machine Learning/008 [Python] - Module Imports.mp4 195.9 MB
12 - Serving a Tensorflow Model through a Website/007 Loading a Tensorflow.js Model and Starting your own Server.mp4 183.9 MB
05 - Predict House Prices with Multivariable Linear Regression/014 Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.mp4 183.7 MB
10 - Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/010 Use the Model to Make Predictions.mp4 182.3 MB
11 - Use Tensorflow to Classify Handwritten Digits/012 Different Model Architectures Experimenting with Dropout.mp4 182.3 MB
12 - Serving a Tensorflow Model through a Website/009 Styling an HTML Canvas.mp4 181.1 MB
12 - Serving a Tensorflow Model through a Website/010 Drawing on an HTML Canvas.mp4 167.0 MB
12 - Serving a Tensorflow Model through a Website/016 Adding the Game Logic.mp4 165.9 MB
10 - Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/009 Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4 159.9 MB
04 - Introduction to Optimisation and the Gradient Descent Algorithm/010 How to Create 3-Dimensional Charts.mp4 159.4 MB
08 - Test and Evaluate a Naive Bayes Classifier Part 3/006 Visualising the Decision Boundary.mp4 156.7 MB
12 - Serving a Tensorflow Model through a Website/013 Resizing and Adding Padding to Images.mp4 155.0 MB
08 - Test and Evaluate a Naive Bayes Classifier Part 3/011 A Naive Bayes Implementation using SciKit Learn.mp4 152.8 MB
04 - Introduction to Optimisation and the Gradient Descent Algorithm/008 [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 152.3 MB
03 - Python Programming for Data Science and Machine Learning/013 How to Make Sense of Python Documentation for Data Visualisation.mp4 144.8 MB

[磁力链接] 添加时间:2023-12-20 大小:13.5 GB 最近下载:2025-08-14 热度:1758

365 Data Science - PowerBI [CoursesGhar]

1. What Does the Course Cover_ [CoursesGhar.Com]/1. What Does the Course Cover.mp4 74.9 MB
2. Power BI Overview [CoursesGhar.Com]/1. Introduction to Power BI.mp4 60.6 MB
6. Data Modelling/18. Text Functions.mp4 37.9 MB
4. Connecting to Data Sources [CoursesGhar.Com]/1. Introduction to Data Sources.mp4 37.7 MB
10. Practical Task Six, Final Project/8. Final Project, Part 8.mp4 34.8 MB
8. Creating Our First Data Visualization Report/10. Card Visuals Part 2.mp4 34.4 MB
10. Practical Task Six, Final Project/14. Final Project, Part 14.mp4 32.8 MB
6. Data Modelling/12. Time Intelligence, Part 2.mp4 29.3 MB
4. Connecting to Data Sources [CoursesGhar.Com]/4. Importing Data from Excel Files.mp4 27.1 MB
7. Practical Task Four/2. Task Four, Part 2.mp4 25.0 MB
8. Creating Our First Data Visualization Report/4. Bar Chart.mp4 25.0 MB
3. Power BI Setup [CoursesGhar.Com]/2. Power BI for Mac Part 2.mp4 24.6 MB
8. Creating Our First Data Visualization Report/3. Slicers.mp4 23.6 MB
4. Connecting to Data Sources [CoursesGhar.Com]/6. Active vs Inactive Relationships.mp4 23.6 MB
5. Practical Task Three/1. Task Three, Part 1.mp4 23.4 MB
8. Creating Our First Data Visualization Report/5. Bookmarks.mp4 23.3 MB
6. Data Modelling/16. Logical operators.mp4 23.0 MB
10. Practical Task Six, Final Project/12. Final Project, Part 12.mp4 21.9 MB
6. Data Modelling/11. Time Intelligence, Part 1.mp4 21.8 MB
10. Practical Task Six, Final Project/11. Final Project, Part 11.mp4 21.4 MB

[磁力链接] 添加时间:2023-12-20 大小:1.4 GB 最近下载:2025-08-19 热度:1975