data science -移花宫 -武林禁地，闲人禁止入内

[FreeCoursesOnline.Me] SkillShare - Data Science and Business Analytics with Python

28. ML Interpretability.mp4 201.1 MB
30. Visuals & Reports.mp4 201.1 MB
31. Visualization Basics.mp4 201.1 MB
20. Dividing Data into Subsets.mp4 170.7 MB
14. Scaling and Binning Numerical Data.mp4 156.4 MB
5. How To Find Help.mp4 140.0 MB
10. Dealing with Huge Data.mp4 129.2 MB
25. Machine Learning Classification.mp4 125.0 MB
15. Validating Data with Schemas.mp4 124.1 MB
18. Visual Data Exploration.mp4 121.4 MB
19. Descriptive Statistics.mp4 121.4 MB
27. Validation of Machine Learning Models.mp4 120.7 MB
29. Intro to Machine Learning Fairness.mp4 105.2 MB
13. Dealing with Missing Data.mp4 104.9 MB
23. Linear Regression for Price Prediction.mp4 97.8 MB
16. Encoding Categorical Data.mp4 83.6 MB
17. Exploratory Data Analysis.mp4 83.6 MB
26. Data Clustering for Deeper Insights.mp4 80.8 MB
9. Loading Any Data File.mp4 78.9 MB
24. Decision Trees and Random Forests.mp4 76.5 MB

[磁力链接] 添加时间:2023-12-19 大小:3.3 GB 最近下载:2025-06-14 热度:6523

Python - Полный Курс по Python, Django, Data Science и ML (2023)

02 Установка и настройка редактора Visual Studio Code/02.05 Выполнения кода в Visual Studio Code.mp4 278.8 MB
44 JSON/44.03 Практика - JSON.mp4 276.2 MB
45 Работа с файлами/45.03 Практика - Работа с путями к файлам и директориям.mp4 271.2 MB
06 Форматирование кода и PEP8/06.02 Форматирование кода Python и PEP8.mp4 210.7 MB
45 Работа с файлами/45.08 РЕШЕНИЕ - Запись и чтение файлов.mp4 210.1 MB
05 Встроенные функции в Python/05.04 Практика - Встроенная функция input и методы строк.mp4 205.3 MB
18 Наборы/18.05 Методы наборов.mp4 186.2 MB
61 Django - Создание сервиса API/61.10 Создание нового курса с помощью POST.mp4 175.3 MB
50 Работа с регулярными выражениями/50.05 РЕШЕНИЕ - Проверка пароля.mp4 174.7 MB
62 Django - Итоги по проекту/62.01 Подведение итогов по приложению API.mp4 171.9 MB
14 Магические методы/14.02 Практика - Введение в магические методы.mp4 167.5 MB
60 Django - Роутинг между страницами/60.10 Подведение итогов по приложению Shop.mp4 164.1 MB
41 Магические методы в классах/41.03 Практика - Создание подклассов.mp4 162.2 MB
39 Сокращенный цикл for in/39.01 Сокращенный цикл for in.mp4 160.6 MB
62 Django - Итоги по проекту/62.02 Рефакторинг приложения API.mp4 156.2 MB
62 Django - Итоги по проекту/62.03 Перенос магазина на главную страницу.mp4 155.1 MB
74 Модель Машинного Обучения для реальных данных/74.05 Кодирование данных перед созданием модели.mp4 153.3 MB
59 Django - Создание шаблонов/59.06 Добавление общего навигационного блока.mp4 152.5 MB
73 Scikit-learn - Машинное обучение/73.11 Экспорт модели в .dot файл для визуализации процесса принятия решений.mp4 147.3 MB
05 Встроенные функции в Python/05.03 Практика - Встроенные функции print и dir.mp4 146.6 MB

[磁力链接] 添加时间:2023-12-19 大小:25.4 GB 最近下载:2025-06-14 热度:24325

[ FreeCourseWeb.com ] Skillshare - Designing and Implementing a Data Science Solution on Azure 2022

~Get Your Files Here !/03. Training Models with Designer.mp4 29.1 MB
~Get Your Files Here !/04. Hyperparameter Tuning.mp4 20.2 MB
~Get Your Files Here !/02. Module Overview and what is Azure ML ed1.mp4 13.9 MB
~Get Your Files Here !/01. Introduction to the Course.mp4 8.6 MB
~Get Your Files Here !/03. Training Models with Designer-fr.vtt 15.4 kB
~Get Your Files Here !/03. Training Models with Designer-de.vtt 15.2 kB
~Get Your Files Here !/03. Training Models with Designer-pt.vtt 14.7 kB
~Get Your Files Here !/03. Training Models with Designer-es-MX.vtt 14.6 kB
~Get Your Files Here !/03. Training Models with Designer-en-US.vtt 13.4 kB
~Get Your Files Here !/04. Hyperparameter Tuning-fr.vtt 9.8 kB
~Get Your Files Here !/04. Hyperparameter Tuning-de.vtt 9.7 kB
~Get Your Files Here !/04. Hyperparameter Tuning-pt.vtt 9.3 kB
~Get Your Files Here !/04. Hyperparameter Tuning-es-MX.vtt 9.3 kB
~Get Your Files Here !/02. Module Overview and what is Azure ML ed1-fr.vtt 9.0 kB
~Get Your Files Here !/02. Module Overview and what is Azure ML ed1-de.vtt 8.8 kB
~Get Your Files Here !/02. Module Overview and what is Azure ML ed1-pt.vtt 8.5 kB
~Get Your Files Here !/04. Hyperparameter Tuning-en-US.vtt 8.5 kB
~Get Your Files Here !/02. Module Overview and what is Azure ML ed1-es-MX.vtt 8.4 kB
~Get Your Files Here !/02. Module Overview and what is Azure ML ed1-en-US.vtt 7.9 kB
~Get Your Files Here !/01. Introduction to the Course-fr.vtt 3.3 kB

[磁力链接] 添加时间:2023-12-19 大小:71.9 MB 最近下载:2025-03-09 热度:697

[ DevCourseWeb.com ] Udemy - Create and Deploy Data Science,Deep Learning Web Apps 2021

~Get Your Files Here !/2 - Pan Card Tempering Detector/6 - Creating the pancard detector with opencv.mp4 112.2 MB
~Get Your Files Here !/6 - Project On Counting & Detecting Vehicles/33 - Transforming Images and creating output.mp4 103.8 MB
~Get Your Files Here !/6 - Project On Counting & Detecting Vehicles/34 - Creating a flask APP.mp4 88.1 MB
~Get Your Files Here !/5 - Project On Plant Disease Prediction/28 - Model building.mp4 80.4 MB
~Get Your Files Here !/3 - Project On Image Watermarking/15 - Create text and image watermark.mp4 79.7 MB
~Get Your Files Here !/4 - Project On Text Extraction From Images/21 - Modifiying the extractor.mp4 73.3 MB
~Get Your Files Here !/3 - Project On Image Watermarking/16 - Creating the app.mp4 66.4 MB
~Get Your Files Here !/5 - Project On Plant Disease Prediction/29 - Creating an app using streamlit.mp4 53.7 MB
~Get Your Files Here !/5 - Project On Plant Disease Prediction/27 - Understanding the data and data preprocessing.mp4 52.3 MB
~Get Your Files Here !/2 - Pan Card Tempering Detector/9 - Deploy the app in Heruko.mp4 47.8 MB
~Get Your Files Here !/4 - Project On Text Extraction From Images/20 - Extracting the test from image.mp4 42.8 MB
~Get Your Files Here !/2 - Pan Card Tempering Detector/10 - Deploy the app in Heruko 2.mp4 41.0 MB
~Get Your Files Here !/4 - Project On Text Extraction From Images/22 - creating the extractor app.mp4 40.5 MB
~Get Your Files Here !/5 - Project On Plant Disease Prediction/25 - Introduction.mp4 36.8 MB
~Get Your Files Here !/4 - Project On Text Extraction From Images/19 - Importing libraries and data.mp4 35.6 MB
~Get Your Files Here !/5 - Project On Plant Disease Prediction/26 - Importing libraries and data.mp4 33.4 MB
~Get Your Files Here !/2 - Pan Card Tempering Detector/5 - Loading libraries and dataset.mp4 33.0 MB
~Get Your Files Here !/3 - Project On Image Watermarking/17 - Deploying the app in heruko.mp4 31.4 MB
~Get Your Files Here !/2 - Pan Card Tempering Detector/8 - Creating Important functions.mp4 30.5 MB
~Get Your Files Here !/6 - Project On Counting & Detecting Vehicles/31 - Introduction.mp4 27.0 MB

[磁力链接] 添加时间:2023-12-20 大小:1.3 GB 最近下载:2025-06-10 热度:437

Deep Learning for Beginner (AI) - Data Science

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

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

[ DevCourseWeb.com ] Udemy - Python-Introduction to Data Science and Machine learning A-Z

~Get Your Files Here !/1. Introduction/2. What is Data Science.mp4 275.7 MB
~Get Your Files Here !/8. Machine Learning/2. Presentation of Different algorithms.mp4 255.0 MB
~Get Your Files Here !/2. Basic Statstics knowledge/3. The basics of statistics part 2.mp4 202.3 MB
~Get Your Files Here !/2. Basic Statstics knowledge/7. The basics of statistics part 6.mp4 180.5 MB
~Get Your Files Here !/8. Machine Learning/4. Machine learning algorithms part 2.mp4 170.4 MB
~Get Your Files Here !/8. Machine Learning/1. Introduction to machine learning.mp4 138.4 MB
~Get Your Files Here !/2. Basic Statstics knowledge/1. The Basics of Data.mp4 130.4 MB
~Get Your Files Here !/2. Basic Statstics knowledge/5. The basics of statistics part 4.mp4 122.9 MB
~Get Your Files Here !/2. Basic Statstics knowledge/6. The basics of statistics part 5.mp4 120.4 MB
~Get Your Files Here !/2. Basic Statstics knowledge/2. The basics of statistics part 1.mp4 115.4 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 106.6 MB
~Get Your Files Here !/4. Python library Pandas/1. The Basics of Pandas.mp4 93.3 MB
~Get Your Files Here !/3. Python library NumPy/1. Introduction to Numpy.mp4 87.5 MB
~Get Your Files Here !/6. Python library Matplotlib/1. Introduction to Matplotlib.mp4 73.8 MB
~Get Your Files Here !/7. Python library Seaborn/1. Introduction to Seaborn.mp4 69.9 MB
~Get Your Files Here !/2. Basic Statstics knowledge/4. The basics of statistics part 3.mp4 69.5 MB
~Get Your Files Here !/8. Machine Learning/5. Machine learning algorithms part 3.mp4 66.6 MB
~Get Your Files Here !/5. Python library Scipy/1. The Basics of SciPy.mp4 65.8 MB
~Get Your Files Here !/6. Python library Matplotlib/3. Basics of matplotlib part 1.mp4 64.6 MB
~Get Your Files Here !/7. Python library Seaborn/3. Seaborn operations part 1.mp4 56.3 MB

[磁力链接] 添加时间:2023-12-20 大小:3.4 GB 最近下载:2025-06-11 热度:3566

Data Science с Глебом Михайловым

Раздел 5- Машинное обучение, лекция 71- Первый запуск Кэтбуста.mp4 322.5 MB
Раздел 2- Python Check-up, лекция 18- Классы.mp4 301.5 MB
Раздел 4- Человеческое обучение, лекция 54- Baseline.mp4 292.5 MB
Раздел 4- Человеческое обучение, лекция 60- Улучшаем модель ч.1.mp4 261.4 MB
Раздел 6- Анализ модели, лекция 88- Анализируем топ 10 ошибок.mp4 241.9 MB
Раздел 4- Человеческое обучение, лекция 53- Анализ данных.mp4 234.5 MB
Раздел 3- Pandas Check-up, лекция 41- Проверка связей.mp4 229.0 MB
Раздел 8- Метрики классификации, лекция 127- ROC кривая.mp4 227.7 MB
Раздел 3- Pandas Check-up, лекция 45- Скаттер плот (диаграмма разброса).mp4 221.6 MB
Раздел 5- Машинное обучение, лекция 68- Валидационная выборка.mp4 221.1 MB
Раздел 3- Pandas Check-up, лекция 40- Корреляция и phik.mp4 219.5 MB
Раздел 8- Метрики классификации, лекция 128- Строим график ROC.mp4 216.2 MB
Раздел 2- Python Check-up, лекция 19- Наследование классов.mp4 213.5 MB
Раздел 4- Человеческое обучение, лекция 52- Обучающая выборка и тренировочная выборка (train and test).mp4 206.2 MB
Раздел 3- Pandas Check-up, лекция 34- Сводные по категориальным переменным_2.mp4 205.1 MB
Раздел 7- Классификация, лекция 104- Добавим возраст.mp4 203.4 MB
Раздел 6- Анализ модели, лекция 83- Анализ абсолютной ошибки в разрезе цены.mp4 201.8 MB
Раздел 7- Классификация, лекция 101- Uplift.mp4 200.7 MB
Раздел 7- Классификация, лекция 111- Shap ч.2.mp4 197.6 MB
Раздел 3- Pandas Check-up, лекция 46- Джойны.mp4 194.8 MB

[磁力链接] 添加时间:2023-12-20 大小:16.5 GB 最近下载:2025-06-13 热度:9105

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:2025-06-11 热度:1940

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:2025-06-13 热度:1583

[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:2025-06-11 热度:1791

[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:2025-06-13 热度:4139

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:2025-06-10 热度:4927

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:2025-06-14 热度:7198

[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:2025-06-14 热度:4145

[ 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:2025-06-14 热度:3166

[ 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:2025-06-14 热度:2250

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:2025-06-13 热度:3778

[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:2025-04-30 热度:167

[ 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:2025-06-13 热度:2600

[ 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:2025-06-12 热度:1533