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LinkedIn Learning - Become an AI Engineer - Complete 6 Courses
magnet:?xt=urn:btih:953eec3e730ca6272527f062d3ea78e5ef722f20&dn=LinkedIn Learning - Become an AI Engineer - Complete 6 Courses
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953eec3e730ca6272527f062d3ea78e5ef722f20
infohash:
154
文件数量
1.88 GB
文件大小
2025-1-2 18:07
创建日期
2025-1-5 08:37
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相关分词
LinkedIn
Learning
-
Become
an
AI
Engineer
-
Complete
6
Courses
1. AI Engineering Essentials Navigating the Tech Revolution/0 - Introduction/1. Tools for AI engineers to lead through change.mp4 4.89 MB
1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/1. Embarking on the AI journey.mp4 22.37 MB
1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/2. Software developer to AI engineer.mp4 41.29 MB
1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/3. Pairing cognition and context.mp4 37.21 MB
1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/4. Coding Adaptable recipes.mp4 43.04 MB
1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/1. AI's evolution is a lot like cooking's evolution.mp4 36.65 MB
1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/2. Coding Contextual recipes.mp4 38.92 MB
1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/3. Embracing failure is healthy.mp4 29.16 MB
1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/4. Coding Observable recipes.mp4 23.26 MB
1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/5. Managing AI risks.mp4 18.62 MB
1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/6. Coding Responsible recipes.mp4 23.31 MB
1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/7. Tell powerful stories.mp4 13.17 MB
1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/8. Coding Narrative-driven recipes.mp4 35.45 MB
1. AI Engineering Essentials Navigating the Tech Revolution/3 - What's Next/1. Agent to multi-agents.mp4 21.38 MB
1. AI Engineering Essentials Navigating the Tech Revolution/3 - What's Next/2. Coding Multi-agent recipes.mp4 28.98 MB
1. AI Engineering Essentials Navigating the Tech Revolution/4 - Conclusion/1. Closing the kitchen.mp4 18.13 MB
2. Machine Learning with Python Foundations/0 - Introduction/1. Machine learning in our world.mp4 2.76 MB
2. Machine Learning with Python Foundations/0 - Introduction/2. What you should know.mp4 1.28 MB
2. Machine Learning with Python Foundations/0 - Introduction/3. The tools you need.mp4 1.68 MB
2. Machine Learning with Python Foundations/0 - Introduction/4. Using the exercise files.mp4 7.19 MB
2. Machine Learning with Python Foundations/1 - Machine Learning/1. What is machine learning.mp4 8.51 MB
2. Machine Learning with Python Foundations/1 - Machine Learning/2. What is not machine learning.mp4 11.88 MB
2. Machine Learning with Python Foundations/1 - Machine Learning/3. What is unsupervised learning.mp4 6.33 MB
2. Machine Learning with Python Foundations/1 - Machine Learning/4. What is supervised learning.mp4 9.11 MB
2. Machine Learning with Python Foundations/1 - Machine Learning/5. What is reinforcement learning.mp4 12.58 MB
2. Machine Learning with Python Foundations/1 - Machine Learning/6. What are the steps to machine learning.mp4 17.55 MB
2. Machine Learning with Python Foundations/2 - Collecting Data for Machine Learning/1. Things to consider when collecting data.mp4 11.53 MB
2. Machine Learning with Python Foundations/2 - Collecting Data for Machine Learning/2. How to import data in Python.mp4 13.61 MB
2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/1. Describe your data.mp4 7.06 MB
2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/2. How to summarize data in Python.mp4 15.4 MB
2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/3. Visualize your data.mp4 7.95 MB
2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/4. How to visualize data in Python.mp4 15.79 MB
2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/1. Common data quality issues.mp4 7.98 MB
2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/2. How to resolve missing data in Python.mp4 21.99 MB
2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/3. Normalizing your data.mp4 9.72 MB
2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/4. How to normalize data in Python.mp4 11.35 MB
2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/5. Sampling your data.mp4 8.54 MB
2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/6. How to sample data in Python.mp4 16.73 MB
2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/7. Reducing the dimensionality of your data.mp4 6.77 MB
2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/1. Classification vs. regression problems.mp4 7.02 MB
2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/2. How to build a machine learning model in Python.mp4 15.81 MB
2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/3. Common machine learning algorithms.mp4 12.46 MB
2. Machine Learning with Python Foundations/6 - Conclusion/1. Next steps with applied machine learning.mp4 3.84 MB
3. Full-Stack Deep Learning with Python/0 - Introduction/1. Full-stack deep learning, MLOps, and MLflow.mp4 9.92 MB
3. Full-Stack Deep Learning with Python/0 - Introduction/2. Prerequisites.mp4 914.07 KB
3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/1. Introducing full-stack deep learning.mp4 7.91 MB
3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/2. Introducing MLOps.mp4 6.71 MB
3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/3. Introducing MLflow.mp4 6.42 MB
3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/4. Setting up the environment on Google Colab.mp4 12.76 MB
3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/5. Running MLflow and using ngrok to access the MLflow UI.mp4 10.22 MB
4. Building Computer Vision Applications with Python/0 - Introduction/1. Computer vision under the hood.mp4 7.37 MB
4. Building Computer Vision Applications with Python/0 - Introduction/2. What you should know.mp4 2.73 MB
4. Building Computer Vision Applications with Python/0 - Introduction/3. Using the exercise files.mp4 1.78 MB
4. Building Computer Vision Applications with Python/1 - Setting Up Your Environment/1. Installing Anaconda and OpenCV.mp4 1.95 MB
4. Building Computer Vision Applications with Python/1 - Setting Up Your Environment/2. Testing your environment.mp4 10.56 MB
4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/1. Image representation.mp4 12.07 MB
4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/2. Color encoding.mp4 7.92 MB
4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/3. Image file management.mp4 19.14 MB
4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/4. Resolution.mp4 8.77 MB
4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/5. Rotations and flips.mp4 6.14 MB
4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/6. Challenge Manipulate some pictures.mp4 7.25 MB
4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/7. Solution Manipulate some pictures.mp4 9.54 MB
4. Building Computer Vision Applications with Python/3 - From Color to Black and White/1. Average grayscale.mp4 10.88 MB
4. Building Computer Vision Applications with Python/3 - From Color to Black and White/2. Weighted grayscale.mp4 6.22 MB
4. Building Computer Vision Applications with Python/3 - From Color to Black and White/3. Converting grayscale to black and white.mp4 10.45 MB
4. Building Computer Vision Applications with Python/3 - From Color to Black and White/4. Adaptive thresholding.mp4 20.95 MB
4. Building Computer Vision Applications with Python/3 - From Color to Black and White/5. Challenge Removing color.mp4 2.89 MB
4. Building Computer Vision Applications with Python/3 - From Color to Black and White/6. Solution Removing color.mp4 4.15 MB
4. Building Computer Vision Applications with Python/4 - Filters/1. Convolution filters.mp4 8.48 MB
4. Building Computer Vision Applications with Python/4 - Filters/2. Average filters.mp4 11.36 MB
4. Building Computer Vision Applications with Python/4 - Filters/3. Median filters.mp4 25.41 MB
4. Building Computer Vision Applications with Python/4 - Filters/4. Gaussian filters.mp4 8.2 MB
4. Building Computer Vision Applications with Python/4 - Filters/5. Edge detection filters.mp4 14.19 MB
4. Building Computer Vision Applications with Python/4 - Filters/6. Challenge Convolution filters.mp4 4.76 MB
4. Building Computer Vision Applications with Python/4 - Filters/7. Solution Convolution filters.mp4 6.22 MB
4. Building Computer Vision Applications with Python/5 - Image Scaling/1. Image downscaling methods.mp4 4.2 MB
4. Building Computer Vision Applications with Python/5 - Image Scaling/2. Downscaling example.mp4 11.39 MB
4. Building Computer Vision Applications with Python/5 - Image Scaling/3. Image upscaling methods.mp4 3.49 MB
4. Building Computer Vision Applications with Python/5 - Image Scaling/4. Upscaling example.mp4 11.66 MB
4. Building Computer Vision Applications with Python/5 - Image Scaling/5. Challenge Resize a picture.mp4 2.94 MB
4. Building Computer Vision Applications with Python/5 - Image Scaling/6. Solution Resize a picture.mp4 6.1 MB
4. Building Computer Vision Applications with Python/6 - Fun with Cuts/1. Image cuts.mp4 13.72 MB
4. Building Computer Vision Applications with Python/6 - Fun with Cuts/2. Stitching two images together.mp4 44.15 MB
4. Building Computer Vision Applications with Python/6 - Fun with Cuts/3. Cuts in panoramic photography.mp4 12.47 MB
4. Building Computer Vision Applications with Python/6 - Fun with Cuts/4. Challenge Stitch two pictures together.mp4 3.61 MB
4. Building Computer Vision Applications with Python/6 - Fun with Cuts/5. Solution Stitch two pictures together.mp4 6.43 MB
4. Building Computer Vision Applications with Python/7 - Morphological Modifications/1. Why modify objects.mp4 13.84 MB
4. Building Computer Vision Applications with Python/7 - Morphological Modifications/2. Erosion and dilation.mp4 11.42 MB
4. Building Computer Vision Applications with Python/7 - Morphological Modifications/3. Open and close.mp4 7.14 MB
4. Building Computer Vision Applications with Python/7 - Morphological Modifications/4. Challenge Help a robot.mp4 9.03 MB
4. Building Computer Vision Applications with Python/7 - Morphological Modifications/5. Solution Help a robot.mp4 7.91 MB
4. Building Computer Vision Applications with Python/8 - Conclusion/1. Next steps.mp4 1.82 MB
5. Training Neural Networks in Python onehack.us/0 - Introduction/1. Creating a neural network in Python.mp4 14.05 MB
5. Training Neural Networks in Python onehack.us/0 - Introduction/2. What you should know.mp4 5.88 MB
5. Training Neural Networks in Python onehack.us/0 - Introduction/3. Using GitHub Codespaces with this course.mp4 21.57 MB
5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/1. What is a neural network.mp4 2.35 MB
5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/2. Why Python.mp4 3.82 MB
5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/3. The many applications of machine learning.mp4 20.02 MB
5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/4. Types of classifiers.mp4 18.24 MB
5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/5. Types of neural networks.mp4 13.18 MB
5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/6. Multilayer perceptrons.mp4 7.76 MB
5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/1. Neurons and the brain.mp4 7.78 MB
5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/2. A simple model of a neuron.mp4 23.86 MB
5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/3. Activation functions.mp4 27.32 MB
5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/4. Perceptrons A better model of a neuron.mp4 11.29 MB
5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/5. Challenge Finish the perceptron.mp4 4.57 MB
5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/6. Solution Finish the perceptron.mp4 1.96 MB
5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/7. Logic gates.mp4 13.42 MB
5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/8. Challenge Logic gates with perceptrons.mp4 5.08 MB
5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/9. Solution Logic gates with perceptrons.mp4 2.55 MB
5. Training Neural Networks in Python onehack.us/3 - Building Your Network/1. Linear separability.mp4 15.25 MB
5. Training Neural Networks in Python onehack.us/3 - Building Your Network/2. Writing the multilayer perceptron class.mp4 9.55 MB
5. Training Neural Networks in Python onehack.us/3 - Building Your Network/3. Challenge Finish the multilayer perceptron class.mp4 4.87 MB
5. Training Neural Networks in Python onehack.us/3 - Building Your Network/4. Solution Finish the multilayer perceptron class.mp4 6.76 MB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/1. The need for training.mp4 20.25 MB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/2. The training process.mp4 15.52 MB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/3. The error function.mp4 10.5 MB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/4. Gradient descent.mp4 12.23 MB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/5. The Delta rule.mp4 15.35 MB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/6. The Backpropagation algorithm.mp4 40.8 MB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/7. Challenge Write your own Backpropagation method.mp4 11.57 MB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/8. Solution Write your own Backpropagation method.mp4 16.57 MB
5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/1. Segment display recognition.mp4 13.72 MB
5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/2. Challenge Design your own SDR neural network.mp4 6.81 MB
5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/3. Solution Design your own SDR neural network.mp4 23.25 MB
5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/4. Challenge Train your own SDR neural network.mp4 13.88 MB
5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/5. Solution Train your own SDR neural network.mp4 12.02 MB
5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/6. 7 to 1 network GUI demo.mp4 16.88 MB
5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/7. 7 to 10 network GUI demo.mp4 7.85 MB
5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/8. 7 to 7 network GUI demo.mp4 11.45 MB
5. Training Neural Networks in Python onehack.us/6 - Conclusion/1. Next steps.mp4 3.12 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/0 - Introduction/1. Leveraging deep learning for natural language processing.mp4 12.42 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/1. Introduction to natural language processing.mp4 5.3 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/2. Introduction to word encodings.mp4 8.73 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/3. Tokenization using TensorFlow.mp4 12.56 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/4. Padding the sequences.mp4 12.02 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/5. Challenge Recognizing sarcasm in the text.mp4 4.51 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/6. Solution Recognizing sarcasm in the text.mp4 4.98 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/1. Introduction to word embeddings.mp4 8 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/2. Classifying movie reviews using TensorFlow.mp4 25.54 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/3. Projecting vectors using TensorFlow.mp4 23.56 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/4. Building a text classifier.mp4 23.43 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/5. Challenge Text classification.mp4 5.46 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/6. Solution Text classification.mp4 15.66 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/1. Introduction to RNNs.mp4 8.25 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/2. Implementing LSTMs with TensorFlow.mp4 17.04 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/3. Improving your movie review classifier.mp4 12.32 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/4. Challenge Yelp review classifier.mp4 4.84 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/5. Solution Yelp review classifier.mp4 11.11 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/1. Introduction to text generation.mp4 9.66 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/2. Predicting the next word.mp4 21.36 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/3. Challenge Generate poetry.mp4 5.14 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/4. Solution Generate poetry.mp4 19.56 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/5 - Conclusion/1. Learning more about NLP with TensorFlow.mp4 2.1 MB
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