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Language:
English
Total Size:
2.0 GB
Info Hash:
A69EC9A371CA5AF64A92EEE077E17BDAC2C17F68
Added By:
Added:
May 22, 2024, 7:21 a.m.
Stats:
|
(Last updated: May 3, 2025, 6:03 p.m.)
| File | Size |
|---|---|
| Ex_Files_Computer_Vision_Deep_Dive_in_Python.zip | 145.8 MB |
| description.html | 1.1 KB |
| 1. Tools for AI engineers to lead through change.mp4 | 4.9 MB |
| 1. Tools for AI engineers to lead through change.srt | 1.0 KB |
| 1. Embarking on the AI journey.mp4 | 22.4 MB |
| 1. Embarking on the AI journey.srt | 5.7 KB |
| 2. Software developer to AI engineer.mp4 | 41.3 MB |
| 2. Software developer to AI engineer.srt | 8.5 KB |
| 3. Pairing cognition and context.mp4 | 37.2 MB |
| 3. Pairing cognition and context.srt | 7.7 KB |
| 4. Coding Adaptable recipes.mp4 | 43.0 MB |
| 4. Coding Adaptable recipes.srt | 18.9 KB |
| 1. AI's evolution is a lot like cooking's evolution.mp4 | 36.7 MB |
| 1. AI's evolution is a lot like cooking's evolution.srt | 7.4 KB |
| 2. Coding Contextual recipes.mp4 | 38.9 MB |
| 2. Coding Contextual recipes.srt | 19.4 KB |
| 3. Embracing failure is healthy.mp4 | 29.2 MB |
| 3. Embracing failure is healthy.srt | 6.8 KB |
| 4. Coding Observable recipes.mp4 | 23.3 MB |
| 4. Coding Observable recipes.srt | 9.0 KB |
| 5. Managing AI risks.mp4 | 18.6 MB |
| 5. Managing AI risks.srt | 5.3 KB |
| 6. Coding Responsible recipes.mp4 | 23.3 MB |
| 6. Coding Responsible recipes.srt | 11.1 KB |
| 7. Tell powerful stories.mp4 | 13.2 MB |
| 7. Tell powerful stories.srt | 3.3 KB |
| 8. Coding Narrative-driven recipes.mp4 | 35.4 MB |
| 8. Coding Narrative-driven recipes.srt | 13.6 KB |
| 1. Agent to multi-agents.mp4 | 21.4 MB |
| 1. Agent to multi-agents.srt | 5.2 KB |
| 2. Coding Multi-agent recipes.mp4 | 29.0 MB |
| 2. Coding Multi-agent recipes.srt | 12.4 KB |
| 1. Closing the kitchen.mp4 | 18.1 MB |
| 1. Closing the kitchen.srt | 3.8 KB |
| description.html | 1.1 KB |
| Ex_Files_ML_with_Python_Foundations.zip | 903.7 KB |
| 1. Machine learning in our world.mp4 | 2.8 MB |
| 1. Machine learning in our world.srt | 1.3 KB |
| 2. What you should know.mp4 | 1.3 MB |
| 2. What you should know.srt | 1.5 KB |
| 3. The tools you need.mp4 | 1.7 MB |
| 3. The tools you need.srt | 2.0 KB |
| 4. Using the exercise files.mp4 | 7.2 MB |
| 4. Using the exercise files.srt | 2.1 KB |
| 1. What is machine learning.mp4 | 8.5 MB |
| 1. What is machine learning.srt | 7.2 KB |
| 2. What is not machine learning.mp4 | 11.9 MB |
| 2. What is not machine learning.srt | 9.5 KB |
| 3. What is unsupervised learning.mp4 | 6.3 MB |
| 3. What is unsupervised learning.srt | 4.9 KB |
| 4. What is supervised learning.mp4 | 9.1 MB |
| 4. What is supervised learning.srt | 7.3 KB |
| 5. What is reinforcement learning.mp4 | 12.6 MB |
| 5. What is reinforcement learning.srt | 10.3 KB |
| 6. What are the steps to machine learning.mp4 | 17.6 MB |
| 6. What are the steps to machine learning.srt | 9.6 KB |
| 1. Things to consider when collecting data.mp4 | 11.5 MB |
| 1. Things to consider when collecting data.srt | 7.0 KB |
| 2. How to import data in Python.mp4 | 13.6 MB |
| 2. How to import data in Python.srt | 7.8 KB |
| 1. Describe your data.mp4 | 7.1 MB |
| 1. Describe your data.srt | 5.9 KB |
| 2. How to summarize data in Python.mp4 | 15.4 MB |
| 2. How to summarize data in Python.srt | 9.2 KB |
| 3. Visualize your data.mp4 | 8.0 MB |
| 3. Visualize your data.srt | 6.8 KB |
| 4. How to visualize data in Python.mp4 | 15.8 MB |
| 4. How to visualize data in Python.srt | 9.9 KB |
| 1. Common data quality issues.mp4 | 8.0 MB |
| 1. Common data quality issues.srt | 7.0 KB |
| 2. How to resolve missing data in Python.mp4 | 22.0 MB |
| 2. How to resolve missing data in Python.srt | 11.5 KB |
| 3. Normalizing your data.mp4 | 9.7 MB |
| 3. Normalizing your data.srt | 7.6 KB |
| 4. How to normalize data in Python.mp4 | 11.4 MB |
| 4. How to normalize data in Python.srt | 6.5 KB |
| 5. Sampling your data.mp4 | 8.5 MB |
| 5. Sampling your data.srt | 8.0 KB |
| 6. How to sample data in Python.mp4 | 16.7 MB |
| 6. How to sample data in Python.srt | 9.8 KB |
| 7. Reducing the dimensionality of your data.mp4 | 6.8 MB |
| 7. Reducing the dimensionality of your data.srt | 6.9 KB |
| 1. Classification vs. regression problems.mp4 | 7.0 MB |
| 1. Classification vs. regression problems.srt | 6.2 KB |
| 2. How to build a machine learning model in Python.mp4 | 15.8 MB |
| 2. How to build a machine learning model in Python.srt | 8.6 KB |
| 3. Common machine learning algorithms.mp4 | 12.5 MB |
| 3. Common machine learning algorithms.srt | 9.3 KB |
| 1. Next steps with applied machine learning.mp4 | 3.8 MB |
| 1. Next steps with applied machine learning.srt | 4.3 KB |
| 1. Full-stack deep learning, MLOps, and MLflow.mp4 | 9.9 MB |
| 1. Full-stack deep learning, MLOps, and MLflow.srt | 12.5 KB |
| 2. Prerequisites.mp4 | 914.1 KB |
| 2. Prerequisites.srt | 1.1 KB |
| 1. Introducing full-stack deep learning.mp4 | 7.9 MB |
| 1. Introducing full-stack deep learning.srt | 11.4 KB |
| 2. Introducing MLOps.mp4 | 6.7 MB |
| 2. Introducing MLOps.srt | 7.6 KB |
| 3. Introducing MLflow.mp4 | 6.4 MB |
| 3. Introducing MLflow.srt | 7.9 KB |
| 4. Setting up the environment on Google Colab.mp4 | 12.8 MB |
| 4. Setting up the environment on Google Colab.srt | 9.2 KB |
| 5. Running MLflow and using ngrok to access the MLflow UI.mp4 | 10.2 MB |
| description.html | 1.1 KB |
| 0. Join Our Discord for More Awesome Stuff!.txt | 156 bytes |
| 1. Computer vision under the hood.mp4 | 7.4 MB |
| 1. Computer vision under the hood.srt | 2.1 KB |
| 2. What you should know.mp4 | 2.7 MB |
| 2. What you should know.srt | 2.1 KB |
| 3. Using the exercise files.mp4 | 1.8 MB |
| 3. Using the exercise files.srt | 1.4 KB |
| 1. Installing Anaconda and OpenCV.mp4 | 1.9 MB |
| 1. Installing Anaconda and OpenCV.srt | 1.7 KB |
| 2. Testing your environment.mp4 | 10.6 MB |
| 2. Testing your environment.srt | 5.5 KB |
| 1. Image representation.mp4 | 12.1 MB |
| 1. Image representation.srt | 5.8 KB |
| 2. Color encoding.mp4 | 7.9 MB |
| 2. Color encoding.srt | 4.2 KB |
| 3. Image file management.mp4 | 19.1 MB |
| 3. Image file management.srt | 8.4 KB |
| 4. Resolution.mp4 | 8.8 MB |
| 4. Resolution.srt | 4.5 KB |
| 5. Rotations and flips.mp4 | 6.1 MB |
| 5. Rotations and flips.srt | 2.9 KB |
| 6. Challenge Manipulate some pictures.mp4 | 7.2 MB |
| 6. Challenge Manipulate some pictures.srt | 3.7 KB |
| 7. Solution Manipulate some pictures.mp4 | 9.5 MB |
| 7. Solution Manipulate some pictures.srt | 3.7 KB |
| 1. Average grayscale.mp4 | 10.9 MB |
| 1. Average grayscale.srt | 5.0 KB |
| 2. Weighted grayscale.mp4 | 6.2 MB |
| 2. Weighted grayscale.srt | 1.9 KB |
| 3. Converting grayscale to black and white.mp4 | 10.5 MB |
| 3. Converting grayscale to black and white.srt | 4.1 KB |
| 4. Adaptive thresholding.mp4 | 20.9 MB |
| 4. Adaptive thresholding.srt | 7.2 KB |
| 5. Challenge Removing color.mp4 | 2.9 MB |
| 5. Challenge Removing color.srt | 1.4 KB |
| 6. Solution Removing color.mp4 | 4.2 MB |
| 6. Solution Removing color.srt | 1.5 KB |
| 1. Convolution filters.mp4 | 8.5 MB |
| 1. Convolution filters.srt | 6.3 KB |
| 2. Average filters.mp4 | 11.4 MB |
| 2. Average filters.srt | 4.2 KB |
| 3. Median filters.mp4 | 25.4 MB |
| 3. Median filters.srt | 6.9 KB |
| 4. Gaussian filters.mp4 | 8.2 MB |
| 4. Gaussian filters.srt | 2.9 KB |
| 5. Edge detection filters.mp4 | 14.2 MB |
| 5. Edge detection filters.srt | 6.0 KB |
| 6. Challenge Convolution filters.mp4 | 4.8 MB |
| 6. Challenge Convolution filters.srt | 1.9 KB |
| 7. Solution Convolution filters.mp4 | 6.2 MB |
| 7. Solution Convolution filters.srt | 1.7 KB |
| 1. Image downscaling methods.mp4 | 4.2 MB |
| 1. Image downscaling methods.srt | 3.3 KB |
| 2. Downscaling example.mp4 | 11.4 MB |
| 2. Downscaling example.srt | 4.6 KB |
| 3. Image upscaling methods.mp4 | 3.5 MB |
| 3. Image upscaling methods.srt | 2.8 KB |
| 4. Upscaling example.mp4 | 11.7 MB |
| 4. Upscaling example.srt | 5.0 KB |
| 5. Challenge Resize a picture.mp4 | 2.9 MB |
| 5. Challenge Resize a picture.srt | 1.4 KB |
| 6. Solution Resize a picture.mp4 | 6.1 MB |
| 6. Solution Resize a picture.srt | 1.8 KB |
| 1. Image cuts.mp4 | 13.7 MB |
| 1. Image cuts.srt | 5.8 KB |
| 2. Stitching two images together.mp4 | 44.1 MB |
| 2. Stitching two images together.srt | 9.9 KB |
| 3. Cuts in panoramic photography.mp4 | 12.5 MB |
| 3. Cuts in panoramic photography.srt | 4.8 KB |
| 4. Challenge Stitch two pictures together.mp4 | 3.6 MB |
| 4. Challenge Stitch two pictures together.srt | 1.7 KB |
| 5. Solution Stitch two pictures together.mp4 | 6.4 MB |
| 5. Solution Stitch two pictures together.srt | 1.9 KB |
| 1. Why modify objects.mp4 | 13.8 MB |
| 1. Why modify objects.srt | 7.4 KB |
| 2. Erosion and dilation.mp4 | 11.4 MB |
| 2. Erosion and dilation.srt | 5.3 KB |
| 3. Open and close.mp4 | 7.1 MB |
| 3. Open and close.srt | 2.8 KB |
| 4. Challenge Help a robot.mp4 | 9.0 MB |
| 4. Challenge Help a robot.srt | 3.5 KB |
| 5. Solution Help a robot.mp4 | 7.9 MB |
| 5. Solution Help a robot.srt | 2.0 KB |
| 1. Next steps.mp4 | 1.8 MB |
| 1. Next steps.srt | 1.2 KB |
| description.html | 1.6 KB |
| Exercises_Link.txt | 109 bytes |
| 1. Creating a neural network in Python.mp4 | 14.0 MB |
| 1. Creating a neural network in Python.srt | 1.9 KB |
| 2. What you should know.mp4 | 5.9 MB |
| 2. What you should know.srt | 2.3 KB |
| 3. Using GitHub Codespaces with this course.mp4 | 21.6 MB |
| 3. Using GitHub Codespaces with this course.srt | 9.7 KB |
| 1. What is a neural network.mp4 | 2.3 MB |
| 1. What is a neural network.srt | 2.5 KB |
| 2. Why Python.mp4 | 3.8 MB |
| 2. Why Python.srt | 1.6 KB |
| 3. The many applications of machine learning.mp4 | 20.0 MB |
| 3. The many applications of machine learning.srt | 7.0 KB |
| 4. Types of classifiers.mp4 | 18.2 MB |
| 4. Types of classifiers.srt | 7.0 KB |
| 5. Types of neural networks.mp4 | 13.2 MB |
| 5. Types of neural networks.srt | 4.3 KB |
| 6. Multilayer perceptrons.mp4 | 7.8 MB |
| 6. Multilayer perceptrons.srt | 2.9 KB |
| 1. Neurons and the brain.mp4 | 7.8 MB |
| 1. Neurons and the brain.srt | 3.2 KB |
| 2. A simple model of a neuron.mp4 | 23.9 MB |
| 2. A simple model of a neuron.srt | 9.4 KB |
| 3. Activation functions.mp4 | 27.3 MB |
| 3. Activation functions.srt | 9.8 KB |
| 4. Perceptrons A better model of a neuron.mp4 | 11.3 MB |
| 4. Perceptrons A better model of a neuron.srt | 4.6 KB |
| 5. Challenge Finish the perceptron.mp4 | 4.6 MB |
| 5. Challenge Finish the perceptron.srt | 1.9 KB |
| 6. Solution Finish the perceptron.mp4 | 2.0 MB |
| 6. Solution Finish the perceptron.srt | 1.1 KB |
| 7. Logic gates.mp4 | 13.4 MB |
| 7. Logic gates.srt | 5.2 KB |
| 8. Challenge Logic gates with perceptrons.mp4 | 5.1 MB |
| 8. Challenge Logic gates with perceptrons.srt | 1.4 KB |
| 9. Solution Logic gates with perceptrons.mp4 | 2.6 MB |
| 9. Solution Logic gates with perceptrons.srt | 1.5 KB |
| 1. Linear separability.mp4 | 15.2 MB |
| 1. Linear separability.srt | 5.4 KB |
| 2. Writing the multilayer perceptron class.mp4 | 9.5 MB |
| 2. Writing the multilayer perceptron class.srt | 4.2 KB |
| 3. Challenge Finish the multilayer perceptron class.mp4 | 4.9 MB |
| 3. Challenge Finish the multilayer perceptron class.srt | 2.3 KB |
| 4. Solution Finish the multilayer perceptron class.mp4 | 6.8 MB |
| 4. Solution Finish the multilayer perceptron class.srt | 3.3 KB |
| 1. The need for training.mp4 | 20.2 MB |
| 1. The need for training.srt | 7.9 KB |
| 2. The training process.mp4 | 15.5 MB |
| 2. The training process.srt | 6.2 KB |
| 3. The error function.mp4 | 10.5 MB |
| 3. The error function.srt | 4.0 KB |
| 4. Gradient descent.mp4 | 12.2 MB |
| 4. Gradient descent.srt | 4.6 KB |
| 5. The Delta rule.mp4 | 15.3 MB |
| 5. The Delta rule.srt | 5.8 KB |
| 6. The Backpropagation algorithm.mp4 | 40.8 MB |
| 6. The Backpropagation algorithm.srt | 13.9 KB |
| 7. Challenge Write your own Backpropagation method.mp4 | 11.6 MB |
| 7. Challenge Write your own Backpropagation method.srt | 4.9 KB |
| 8. Solution Write your own Backpropagation method.mp4 | 16.6 MB |
| 8. Solution Write your own Backpropagation method.srt | 6.7 KB |
| 1. Segment display recognition.mp4 | 13.7 MB |
| 1. Segment display recognition.srt | 5.5 KB |
| 2. Challenge Design your own SDR neural network.mp4 | 6.8 MB |
| 2. Challenge Design your own SDR neural network.srt | 2.3 KB |
| 3. Solution Design your own SDR neural network.mp4 | 23.3 MB |
| 3. Solution Design your own SDR neural network.srt | 8.3 KB |
| 4. Challenge Train your own SDR neural network.mp4 | 13.9 MB |
| 4. Challenge Train your own SDR neural network.srt | 5.5 KB |
| 5. Solution Train your own SDR neural network.mp4 | 12.0 MB |
| 5. Solution Train your own SDR neural network.srt | 5.0 KB |
| 6. 7 to 1 network GUI demo.mp4 | 16.9 MB |
| 6. 7 to 1 network GUI demo.srt | 6.8 KB |
| 7. 7 to 10 network GUI demo.mp4 | 7.9 MB |
| 7. 7 to 10 network GUI demo.srt | 2.4 KB |
| 8. 7 to 7 network GUI demo.mp4 | 11.5 MB |
| 8. 7 to 7 network GUI demo.srt | 4.3 KB |
| 1. Next steps.mp4 | 3.1 MB |
| 1. Next steps.srt | 1.4 KB |
| description.html | 1.2 KB |
| Ex_Files_NLP_TensorFlow.zip | 529.0 KB |
| 1. Leveraging deep learning for natural language processing.mp4 | 12.4 MB |
| 1. Leveraging deep learning for natural language processing.srt | 2.0 KB |
| 1. Introduction to natural language processing.mp4 | 5.3 MB |
| 1. Introduction to natural language processing.srt | 4.9 KB |
| 2. Introduction to word encodings.mp4 | 8.7 MB |
| 2. Introduction to word encodings.srt | 9.2 KB |
| 3. Tokenization using TensorFlow.mp4 | 12.6 MB |
| 3. Tokenization using TensorFlow.srt | 12.2 KB |
| 4. Padding the sequences.mp4 | 12.0 MB |
| 4. Padding the sequences.srt | 10.9 KB |
| 5. Challenge Recognizing sarcasm in the text.mp4 | 4.5 MB |
| 5. Challenge Recognizing sarcasm in the text.srt | 3.3 KB |
| 6. Solution Recognizing sarcasm in the text.mp4 | 5.0 MB |
| 6. Solution Recognizing sarcasm in the text.srt | 3.8 KB |
| 1. Introduction to word embeddings.mp4 | 8.0 MB |
| 1. Introduction to word embeddings.srt | 6.6 KB |
| 2. Classifying movie reviews using TensorFlow.mp4 | 25.5 MB |
| 2. Classifying movie reviews using TensorFlow.srt | 17.2 KB |
| 3. Projecting vectors using TensorFlow.mp4 | 23.6 MB |
| 3. Projecting vectors using TensorFlow.srt | 7.7 KB |
| 4. Building a text classifier.mp4 | 23.4 MB |
| 4. Building a text classifier.srt | 15.0 KB |
| 5. Challenge Text classification.mp4 | 5.5 MB |
| 5. Challenge Text classification.srt | 2.4 KB |
| 6. Solution Text classification.mp4 | 15.7 MB |
| 6. Solution Text classification.srt | 8.0 KB |
| 1. Introduction to RNNs.mp4 | 8.2 MB |
| 1. Introduction to RNNs.srt | 8.4 KB |
| 2. Implementing LSTMs with TensorFlow.mp4 | 17.0 MB |
| 2. Implementing LSTMs with TensorFlow.srt | 11.3 KB |
| 3. Improving your movie review classifier.mp4 | 12.3 MB |
| 3. Improving your movie review classifier.srt | 8.0 KB |
| 4. Challenge Yelp review classifier.mp4 | 4.8 MB |
| 4. Challenge Yelp review classifier.srt | 2.3 KB |
| 5. Solution Yelp review classifier.mp4 | 11.1 MB |
| 5. Solution Yelp review classifier.srt | 6.0 KB |
| 1. Introduction to text generation.mp4 | 9.7 MB |
| 1. Introduction to text generation.srt | 7.2 KB |
| 2. Predicting the next word.mp4 | 21.4 MB |
| 2. Predicting the next word.srt | 14.0 KB |
| 3. Challenge Generate poetry.mp4 | 5.1 MB |
| 3. Challenge Generate poetry.srt | 1.8 KB |
| 4. Solution Generate poetry.mp4 | 19.6 MB |
| 4. Solution Generate poetry.srt | 11.3 KB |
| 1. Learning more about NLP with TensorFlow.mp4 | 2.1 MB |
| 1. Learning more about NLP with TensorFlow.srt | 1.1 KB |
Name
DL
Uploader
Size
S/L
Added
-
947.1 MB
[28
/
9]
2024-08-27
| Uploaded by SunRiseZone | Size 947.1 MB | Health [ 28 /9 ] | Added 2024-08-27 |
-
2.8 GB
[67
/
10]
2024-05-23
| Uploaded by SunRiseZone | Size 2.8 GB | Health [ 67 /10 ] | Added 2024-05-23 |
-
3.4 GB
[49
/
12]
2024-05-20
| Uploaded by SunRiseZone | Size 3.4 GB | Health [ 49 /12 ] | Added 2024-05-20 |
NOTE
SOURCE: LinkedIn Learning Become an AI Engineer Complete 6 Courses
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