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【影视】 [ FreeCourseWeb.com ] Linkedin - Machine Learning and AI Foundations - Decision Trees with KNIME

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~Get Your Files Here !/02 - 1. Introducing Decision Trees/04 - A quick review of machine learning basics with examples.mp4 21.3 MB
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~Get Your Files Here !/05 - 4. Introducing Regression Trees/02 - The regression tree prebuilt example.mp4 12.6 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/02 - Understanding the entropy calculation.mp4 12.3 MB
~Get Your Files Here !/04 - 3. Introducing Classification Trees/01 - Introducing Leo Breiman and CART.mp4 12.2 MB
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~Get Your Files Here !/05 - 4. Introducing Regression Trees/05 - Ordinal variable handling.mp4 10.6 MB
~Get Your Files Here !/02 - 1. Introducing Decision Trees/02 - The pros and cons of decision trees.mp4 10.5 MB
~Get Your Files Here !/04 - 3. Introducing Classification Trees/03 - How CART handles missing data using surrogates.mp4 10.2 MB
~Get Your Files Here !/03 - 2. Introducing the C5.0 Algorithm/11 - Evaluating the accuracy of your C4.5 tree.mp4 9.7 MB
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【影视】 [ FreeCourseWeb.com ] Linkedin - Learning Microsoft Power BI Desktop (2021)

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~Get Your Files Here !/[4] 3. Transform Data with the Power Query Editor/[1] Use the Power Query Editor.mp4 34.8 MB
~Get Your Files Here !/[4] 3. Transform Data with the Power Query Editor/[3] Filter, set data type, replace values.mp4 21.3 MB
~Get Your Files Here !/[4] 3. Transform Data with the Power Query Editor/[2] Reduce rows.mp4 20.5 MB
~Get Your Files Here !/[5] 4. Combine, Append, and Merge Data/[7] Merge data.mp4 19.5 MB
~Get Your Files Here !/[5] 4. Combine, Append, and Merge Data/[1] Prep to combine multiple tables.mp4 19.2 MB
~Get Your Files Here !/[7] 6. Use Filters and Q&A in a Report/[1] Use slicers to filter visuals.mp4 16.7 MB
~Get Your Files Here !/[6] 5. Create Reports and Visualizations/[1] Use the Power BI Desktop Report view.mp4 15.9 MB
~Get Your Files Here !/[5] 4. Combine, Append, and Merge Data/[4] Clean up data.mp4 15.8 MB
~Get Your Files Here !/[5] 4. Combine, Append, and Merge Data/[5] Relate tables in your model.mp4 15.1 MB
~Get Your Files Here !/[4] 3. Transform Data with the Power Query Editor/[5] Transform columns.mp4 14.1 MB
~Get Your Files Here !/[3] 2. Get Data/[10] Change the data source for a PBIX file.mp4 13.7 MB
~Get Your Files Here !/[3] 2. Get Data/[2] Connect to a file Excel.mp4 12.8 MB
~Get Your Files Here !/[3] 2. Get Data/[7] Connect to Microsoft Dataverse.mp4 12.8 MB
~Get Your Files Here !/[3] 2. Get Data/[6] Connect to a SharePoint list.mp4 12.1 MB
~Get Your Files Here !/[6] 5. Create Reports and Visualizations/[3] Create text visuals Cards, table, matrix.mp4 12.0 MB
~Get Your Files Here !/[7] 6. Use Filters and Q&A in a Report/[2] Filter reports and pages.mp4 12.0 MB
~Get Your Files Here !/[4] 3. Transform Data with the Power Query Editor/[4] Unpivot columns.mp4 11.9 MB
~Get Your Files Here !/[5] 4. Combine, Append, and Merge Data/[2] Append data to a query.mp4 11.9 MB
~Get Your Files Here !/[8] 7. Share Your Work/[4] Display Power BI content in Microsoft Teams.mp4 11.8 MB
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【影视】 [ CourseWikia.com ] Udemy - Dame Cinco Learning

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~Get Your Files Here !/2 - Comida y Viaje Food and Travel/18 - Conversational Practice Review.mp4 96.0 MB
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【影视】 GetFreeCourses.Co-Udemy-Tensorflow 2.0 Deep Learning and Artificial Intelligence

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18. Setting up your Environment (FAQ by Student Request)/2. Anaconda Environment Setup.mp4 189.7 MB
18. Setting up your Environment (FAQ by Student Request)/3. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4 175.4 MB
18. Setting up your Environment (FAQ by Student Request)/1. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 157.9 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/12. Demo of the Long Distance Problem.mp4 130.1 MB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 113.4 MB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 110.7 MB
13. Advanced Tensorflow Usage/2. Tensorflow Serving pt 2.mp4 110.1 MB
11. Deep Reinforcement Learning (Theory)/2. Elements of a Reinforcement Learning Problem.mp4 103.4 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/1. Sequence Data.mp4 94.5 MB
10. GANs (Generative Adversarial Networks)/1. GAN Theory.mp4 91.4 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/5. Recurrent Neural Networks.mp4 87.0 MB
5. Convolutional Neural Networks/5. CNN Architecture.mp4 84.5 MB
4. Feedforward Artificial Neural Networks/5. Activation Functions.mp4 84.4 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/9. GRU and LSTM (pt 1).mp4 83.7 MB
5. Convolutional Neural Networks/1. What is Convolution (part 1).mp4 83.6 MB
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 83.6 MB
10. GANs (Generative Adversarial Networks)/2. GAN Code.mp4 82.1 MB
5. Convolutional Neural Networks/6. CNN Code Preparation.mp4 80.6 MB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. Beginner's Coding Tips.mp4 79.4 MB
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【影视】 [ FreeCourseWeb.com ] PluralSight - Build Machine Learning Models with Azure Machine Learning Designer

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~Get Your Files Here !/03. Ingest Data in a Designer Pipeline/05. Demo- Working with Data in Azure ML Studio.mp4 29.3 MB
~Get Your Files Here !/04. Define a Pipeline Data Flow with Designer Modules/04. Demo- Using Modules in Azure ML Designer.mp4 21.1 MB
~Get Your Files Here !/02/setting-up-a-pipeline-with-azure-machine-learning-designer-slides.pdf 18.6 MB
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~Get Your Files Here !/02. Setting up a Pipeline with Azure Machine Learning Designer/05. Demo- Setting up Azure ML Designer.mp4 14.7 MB
~Get Your Files Here !/06. Publish Machine Learning Models in Azure Machine Learning Designer/04. Demo- Deploy a Model in Azure ML Designer.mp4 14.4 MB
~Get Your Files Here !/04/define-a-pipeline-data-flow-with-designer-modules-slides.pdf 13.0 MB
~Get Your Files Here !/04. Define a Pipeline Data Flow with Designer Modules/05. Demo- Execute Python Code.mp4 10.4 MB
~Get Your Files Here !/05. Applying Machine Learning Algorithms/05. Demo- Algorithms in Azure ML Designer.mp4 10.1 MB
~Get Your Files Here !/05/applying-machine-learning-algorithms-slides.pdf 8.7 MB
~Get Your Files Here !/02. Setting up a Pipeline with Azure Machine Learning Designer/04. Azure Machine Learning Compute.mp4 6.5 MB
~Get Your Files Here !/05. Applying Machine Learning Algorithms/03. Azure ML Cheatsheet.mp4 5.6 MB
~Get Your Files Here !/04. Define a Pipeline Data Flow with Designer Modules/03. Using Modules in Azure ML Designer.mp4 4.9 MB
~Get Your Files Here !/06. Publish Machine Learning Models in Azure Machine Learning Designer/05. Demo - Publish a Model in Azure ML Designer.mp4 4.8 MB
~Get Your Files Here !/06/publish-machine-learning-models-in-azure-machine-learning-designer-slides.pdf 4.0 MB
~Get Your Files Here !/05. Applying Machine Learning Algorithms/04. Connecting Algorithms to in ML Designer.mp4 3.7 MB
~Get Your Files Here !/02. Setting up a Pipeline with Azure Machine Learning Designer/02. Azure Machine Learning Pipelines.mp4 3.7 MB
~Get Your Files Here !/05. Applying Machine Learning Algorithms/02. What Are ML Algorithms-.mp4 3.6 MB
~Get Your Files Here !/02. Setting up a Pipeline with Azure Machine Learning Designer/03. Azure Machine Learning Designer.mp4 3.2 MB
~Get Your Files Here !/01. Course Overview/01. Course Overview.mp4 3.1 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Learning Windows Containers for IT Pros and Developers

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~Get Your Files Here !/3. Developing Applications on Windows Containers/7. Student Project 2 Develop MySQL Server Image for Windows Server Core.mp4 87.5 MB
~Get Your Files Here !/3. Developing Applications on Windows Containers/6. Student Project 1 Develop ASP.NET Core Application on Windows Container.mp4 78.6 MB
~Get Your Files Here !/2. Basic Windows Containers/15. Docker Network.mp4 68.4 MB
~Get Your Files Here !/2. Basic Windows Containers/17. Docker Storage Volume.mp4 68.2 MB
~Get Your Files Here !/4. Windows Container Orchestration/4. Student Project 2 Build Node.js Application and MySQL on Windows Container.mp4 58.3 MB
~Get Your Files Here !/1. Introduction/3. Install and Set up Windows Container for Docker Desktop.mp4 52.0 MB
~Get Your Files Here !/4. Windows Container Orchestration/2. Docker Compose for Windows Container.mp4 45.4 MB
~Get Your Files Here !/3. Developing Applications on Windows Containers/8. Student Project 3 Build Node.js Image on Windows Nano Server Container.mp4 45.3 MB
~Get Your Files Here !/2. Basic Windows Containers/16. Copy File Between Host and Container.mp4 41.9 MB
~Get Your Files Here !/4. Windows Container Orchestration/3. Student Project 1 Build Node.js Application and MongoDB on Windows Container.mp4 41.7 MB
~Get Your Files Here !/3. Developing Applications on Windows Containers/3. Building a Custom Windows Container Image.mp4 38.1 MB
~Get Your Files Here !/2. Basic Windows Containers/6. Running IIS Web Server on a Windows Container.mp4 33.3 MB
~Get Your Files Here !/2. Basic Windows Containers/2. Review Windows Container.mp4 25.9 MB
~Get Your Files Here !/2. Basic Windows Containers/14. Access Docker Container.mp4 21.0 MB
~Get Your Files Here !/3. Developing Applications on Windows Containers/1. Introduction.mp4 19.9 MB
~Get Your Files Here !/2. Basic Windows Containers/5. Running a Windows Container.mp4 18.6 MB
~Get Your Files Here !/2. Basic Windows Containers/12. Error in Duplicated Container Name and Port.mp4 17.5 MB
~Get Your Files Here !/3. Developing Applications on Windows Containers/5. Pushing a Custom Windows Container Image to Docker Hub.mp4 16.6 MB
~Get Your Files Here !/2. Basic Windows Containers/8. Start and Stop Docker Container.mp4 15.8 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 14.2 MB

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【影视】 Unsupervised Learning with Python StepbyStep Tutorial

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[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/40 - Manifold Learning in Practice Part 2.mp4 226.5 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/1 - HandsOn Unsupervised Learning with Python/20 - Case Study KMeans and Wholesale Data.mp4 212.0 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/1 - HandsOn Unsupervised Learning with Python/21 - Case Study KMeans and Wholesale Data Continued.mp4 211.4 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/26 - Agglomerative Clustering Finding Natural Hierarchies Part 2.mp4 195.9 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/25 - Agglomerative Clustering Finding Natural Hierarchies Part 1.mp4 182.3 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/1 - HandsOn Unsupervised Learning with Python/6 - Understanding and Implementing the Apriori Algorithm.mp4 172.1 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/29 - Gaussian Mixture Models.mp4 166.0 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/1 - HandsOn Unsupervised Learning with Python/19 - Evaluate Clustering Results.mp4 165.7 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/44 - Deep Learning and Visualization Autoencoders and tSNE Part 2.mp4 160.7 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/31 - Topic Modeling Overview Part 2.mp4 159.9 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/1 - HandsOn Unsupervised Learning with Python/18 - Clustering Algorithm in Practice.mp4 157.7 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/27 - DensityBased Clustering DBSCAN and HDBSCAN Part 1.mp4 147.4 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/1 - HandsOn Unsupervised Learning with Python/9 - Unsupervised Learning and the Curse of Dimensionality.mp4 145.9 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/1 - HandsOn Unsupervised Learning with Python/5 - The Apriori Algorithm Preparing the Data.mp4 140.4 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/23 - Alternatives to KMeans Clustering Part 1.mp4 136.3 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/35 - Topic Modeling Running the Models Part 2.mp4 132.6 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/36 - Topic Modeling Evaluating and Visualizing Results.mp4 129.9 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/42 - Visualize HighDimensional Data tSNE and UMAP Part 2.mp4 126.2 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/1 - HandsOn Unsupervised Learning with Python/17 - Clustering Key Concepts.mp4 121.3 MB
[TutsNode.net] - Unsupervised Learning with Python StepbyStep Tutorial/2 - Mastering Unsupervised Learning with Python/24 - Alternatives to KMeans Clustering Part 2.mp4 120.2 MB

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【影视】 GetFreeCourses.Co-Udemy-Complete Machine Learning & Data Science Bootcamp 2023

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9 - Scikitlearn Creating Machine Learning Models/114 - NEW Choosing The Right Model For Your Data.mp4 456.4 MB
5 - Data Science Environment Setup/40 - Windows Environment Setup 2.mp4 437.1 MB
9 - Scikitlearn Creating Machine Learning Models/137 - NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 430.1 MB
16 - Career Advice Extra Bits/268 - CWD Git Github.mp4 379.5 MB
9 - Scikitlearn Creating Machine Learning Models/104 - Typical scikitlearn Workflow.mp4 352.2 MB
9 - Scikitlearn Creating Machine Learning Models/105 - Optional Debugging Warnings In Jupyter.mp4 337.7 MB
16 - Career Advice Extra Bits/262 - What If I Dont Have Enough Experience.mp4 327.3 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/239 - Training Your Deep Neural Network.mp4 311.7 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/181 - Feature Engineering.mp4 305.0 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/241 - Make And Transform Predictions.mp4 292.6 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/182 - Turning Data Into Numbers.mp4 278.7 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 - Turning Data Into Batches 2.mp4 278.7 MB
5 - Data Science Environment Setup/37 - Mac Environment Setup.mp4 274.1 MB
9 - Scikitlearn Creating Machine Learning Models/147 - Putting It All Together.mp4 273.8 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/192 - Preproccessing Our Data.mp4 271.4 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/194 - Feature Importance.mp4 266.3 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/244 - Visualizing And Evaluate Model Predictions 2.mp4 266.0 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/179 - Exploring Our Data.mp4 263.6 MB
11 - Milestone Project 1 Supervised Learning Classification/160 - Finding Patterns 3.mp4 260.8 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/248 - Making Predictions On Test Images.mp4 257.0 MB

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5. PyTorch Computer Vision/22. Model 2 Coding Our First Convolutional Neural Network with PyTorch.mp4 218.5 MB
10. PyTorch Paper Replicating/37. Bringing Our Own Vision Transformer to Life - Part 1 Gathering the Pieces.mp4 200.1 MB
10. PyTorch Paper Replicating/36. Creating a Transformer Encoder Layer with In-Built PyTorch Layer.mp4 197.9 MB
11. PyTorch Model Deployment/23. Creating a Function to Make and Time Predictions with Our Models.mp4 194.8 MB
11. PyTorch Model Deployment/49. Training Food Vision Big Our Biggest Model Yet!.mp4 193.2 MB
3. PyTorch Workflow/15. Reviewing the Steps in a Training Loop Step by Step.mp4 186.1 MB
6. PyTorch Custom Datasets/14. Writing a PyTorch Custom Dataset Class from Scratch to Load Our Images.mp4 184.8 MB
5. PyTorch Computer Vision/25. Mode 2 Using a Trick to Find the Input and Output Shapes of Each of Our Layers.mp4 183.3 MB
10. PyTorch Paper Replicating/23. Creating the Patch Embedding Layer with PyTorch.mp4 178.3 MB
6. PyTorch Custom Datasets/18. Exploring State of the Art Data Augmentation With Torchvision Transforms.mp4 174.4 MB
7. PyTorch Going Modular/9. Creating a Training Script to Train Our Model in One Line of Code.mp4 173.6 MB
10. PyTorch Paper Replicating/44. Getting a Pretrained Vision Transformer from Torchvision and Setting it Up.mp4 172.8 MB
10. PyTorch Paper Replicating/30. Turning Equation 2 into Code.mp4 171.8 MB
5. PyTorch Computer Vision/23. Model 2 Breaking Down Conv2D Step by Step.mp4 170.6 MB
11. PyTorch Model Deployment/56. Deploying Food Vision Big to Hugging Face Spaces.mp4 170.4 MB
3. PyTorch Workflow/18. Reviewing What Happens in a Testing Loop Step by Step.mp4 169.4 MB
4. PyTorch Neural Network Classification/10. Loss Function Optimizer and Evaluation Function for Our Classification Network.mp4 168.9 MB
5. PyTorch Computer Vision/31. Making Predictions and Importing Libraries to Plot a Confusion Matrix.mp4 168.6 MB
8. PyTorch Transfer Learning/12. Freezing the Base Layers of Our Model and Updating the Classifier Head.mp4 168.5 MB
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