LinkedIn Learning Become an AI Engineer Complete Courses | A69EC9A371CA5AF64A92EEE077E17BDAC2C17F68

LinkedIn Learning Become an AI Engineer Complete Courses

Name	[LinkedIn Learning] Become an AI Engineer - Complete 6 Courses	DOWNLOAD Copy Link
Total Size	2.2 GB
Total Files	317
Last Seen	2024-12-29 23:50
Hash	A69EC9A371CA5AF64A92EEE077E17BDAC2C17F68

/4. Building Computer Vision Applications with Python/
Ex_Files_Computer_Vision_Deep_Dive_in_Python.zip	152.8 MB
description.html	1.2 KB
/1. AI Engineering Essentials Navigating the Tech Revolution/
description.html	1.2 KB
/0 - Introduction/
1. Tools for AI engineers to lead through change.mp4	5.1 MB
1. Tools for AI engineers to lead through change.srt	1.1 KB
/.../1 - Adapting to Being Both an AI Engineer and Leader/
1. Embarking on the AI journey.mp4	23.5 MB
1. Embarking on the AI journey.srt	5.8 KB
2. Software developer to AI engineer.mp4	43.3 MB
2. Software developer to AI engineer.srt	8.7 KB
3. Pairing cognition and context.mp4	39.0 MB
3. Pairing cognition and context.srt	7.9 KB
4. Coding Adaptable recipes.mp4	45.1 MB
4. Coding Adaptable recipes.srt	19.3 KB
/.../2 - You’ve Got an A—Now Let’s Get Some CORN/
1. AI's evolution is a lot like cooking's evolution.mp4	38.4 MB
1. AI's evolution is a lot like cooking's evolution.srt	7.5 KB
2. Coding Contextual recipes.mp4	40.8 MB
2. Coding Contextual recipes.srt	19.8 KB
3. Embracing failure is healthy.mp4	30.6 MB
3. Embracing failure is healthy.srt	7.0 KB
4. Coding Observable recipes.mp4	24.4 MB
4. Coding Observable recipes.srt	9.3 KB
5. Managing AI risks.mp4	19.5 MB
5. Managing AI risks.srt	5.4 KB
6. Coding Responsible recipes.mp4	24.4 MB
6. Coding Responsible recipes.srt	11.3 KB
7. Tell powerful stories.mp4	13.8 MB
7. Tell powerful stories.srt	3.3 KB
8. Coding Narrative-driven recipes.mp4	37.2 MB
8. Coding Narrative-driven recipes.srt	13.9 KB
/3 - What's Next/
1. Agent to multi-agents.mp4	22.4 MB
1. Agent to multi-agents.srt	5.3 KB
2. Coding Multi-agent recipes.mp4	30.4 MB
2. Coding Multi-agent recipes.srt	12.7 KB
/4 - Conclusion/
1. Closing the kitchen.mp4	19.0 MB
1. Closing the kitchen.srt	3.9 KB
/2. Machine Learning with Python Foundations/
description.html	1.1 KB
Ex_Files_ML_with_Python_Foundations.zip	925.4 KB
/0 - Introduction/
1. Machine learning in our world.mp4	2.9 MB
1. Machine learning in our world.srt	1.4 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	1.8 MB
3. The tools you need.srt	2.0 KB
4. Using the exercise files.mp4	7.5 MB
4. Using the exercise files.srt	2.1 KB
/1 - Machine Learning/
1. What is machine learning.mp4	8.9 MB
1. What is machine learning.srt	7.4 KB
2. What is not machine learning.mp4	12.5 MB
2. What is not machine learning.srt	9.8 KB
3. What is unsupervised learning.mp4	6.6 MB
3. What is unsupervised learning.srt	5.0 KB
4. What is supervised learning.mp4	9.6 MB
4. What is supervised learning.srt	7.4 KB
5. What is reinforcement learning.mp4	13.2 MB
5. What is reinforcement learning.srt	10.6 KB
6. What are the steps to machine learning.mp4	18.4 MB
6. What are the steps to machine learning.srt	9.8 KB
/.../2 - Collecting Data for Machine Learning/
1. Things to consider when collecting data.mp4	12.1 MB
1. Things to consider when collecting data.srt	7.1 KB
2. How to import data in Python.mp4	14.3 MB
2. How to import data in Python.srt	8.0 KB
/.../3 - Understanding Data for Machine Learning/
1. Describe your data.mp4	7.4 MB
1. Describe your data.srt	6.0 KB
2. How to summarize data in Python.mp4	16.1 MB
2. How to summarize data in Python.srt	9.5 KB
3. Visualize your data.mp4	8.3 MB
3. Visualize your data.srt	7.0 KB
4. How to visualize data in Python.mp4	16.6 MB
4. How to visualize data in Python.srt	10.1 KB
/.../4 - Preparing Data for Machine Learning/
1. Common data quality issues.mp4	8.4 MB
1. Common data quality issues.srt	7.1 KB
2. How to resolve missing data in Python.mp4	23.1 MB
2. How to resolve missing data in Python.srt	11.8 KB
3. Normalizing your data.mp4	10.2 MB
3. Normalizing your data.srt	7.8 KB
4. How to normalize data in Python.mp4	11.9 MB
4. How to normalize data in Python.srt	6.7 KB
5. Sampling your data.mp4	9.0 MB
5. Sampling your data.srt	8.2 KB
6. How to sample data in Python.mp4	17.5 MB
6. How to sample data in Python.srt	10.1 KB
7. Reducing the dimensionality of your data.mp4	7.1 MB
7. Reducing the dimensionality of your data.srt	7.0 KB
/.../5 - Types of Machine Learning Models/
1. Classification vs. regression problems.mp4	7.4 MB
1. Classification vs. regression problems.srt	6.3 KB
2. How to build a machine learning model in Python.mp4	16.6 MB
2. How to build a machine learning model in Python.srt	8.8 KB
3. Common machine learning algorithms.mp4	13.1 MB
3. Common machine learning algorithms.srt	9.5 KB
/6 - Conclusion/
1. Next steps with applied machine learning.mp4	4.0 MB
1. Next steps with applied machine learning.srt	4.4 KB
/0 - Introduction/
1. Full-stack deep learning, MLOps, and MLflow.mp4	10.4 MB
1. Full-stack deep learning, MLOps, and MLflow.srt	12.8 KB
2. Prerequisites.mp4	936.0 KB
2. Prerequisites.srt	1.1 KB
/.../1 - An Overview of Full-Stack Deep Learning/
1. Introducing full-stack deep learning.mp4	8.3 MB
1. Introducing full-stack deep learning.srt	11.6 KB
2. Introducing MLOps.mp4	7.0 MB
2. Introducing MLOps.srt	7.8 KB
3. Introducing MLflow.mp4	6.7 MB
3. Introducing MLflow.srt	8.1 KB
4. Setting up the environment on Google Colab.mp4	13.4 MB
4. Setting up the environment on Google Colab.srt	9.4 KB
5. Running MLflow and using ngrok to access the MLflow UI.mp4	10.7 MB
/
0. Join Our Discord for More Awesome Stuff!.txt	0.2 KB
/0 - Introduction/
1. Computer vision under the hood.mp4	7.7 MB
1. Computer vision under the hood.srt	2.2 KB
2. What you should know.mp4	2.9 MB
2. What you should know.srt	2.2 KB
3. Using the exercise files.mp4	1.9 MB
3. Using the exercise files.srt	1.4 KB
/.../1 - Setting Up Your Environment/
1. Installing Anaconda and OpenCV.mp4	2.0 MB
1. Installing Anaconda and OpenCV.srt	1.7 KB
2. Testing your environment.mp4	11.1 MB
2. Testing your environment.srt	5.6 KB
/.../2 - The Basics of Image Processing/
1. Image representation.mp4	12.7 MB
1. Image representation.srt	5.9 KB
2. Color encoding.mp4	8.3 MB
2. Color encoding.srt	4.3 KB
3. Image file management.mp4	20.1 MB
3. Image file management.srt	8.6 KB
4. Resolution.mp4	9.2 MB
4. Resolution.srt	4.6 KB
5. Rotations and flips.mp4	6.4 MB
5. Rotations and flips.srt	2.9 KB
6. Challenge Manipulate some pictures.mp4	7.6 MB
6. Challenge Manipulate some pictures.srt	3.7 KB
7. Solution Manipulate some pictures.mp4	10.0 MB
7. Solution Manipulate some pictures.srt	3.8 KB
/.../3 - From Color to Black and White/
1. Average grayscale.mp4	11.4 MB
1. Average grayscale.srt	5.2 KB
2. Weighted grayscale.mp4	6.5 MB
2. Weighted grayscale.srt	2.0 KB
3. Converting grayscale to black and white.mp4	11.0 MB
3. Converting grayscale to black and white.srt	4.2 KB
4. Adaptive thresholding.mp4	22.0 MB
4. Adaptive thresholding.srt	7.3 KB
5. Challenge Removing color.mp4	3.0 MB
5. Challenge Removing color.srt	1.4 KB
6. Solution Removing color.mp4	4.4 MB
6. Solution Removing color.srt	1.5 KB
/4 - Filters/
1. Convolution filters.mp4	8.9 MB
1. Convolution filters.srt	6.5 KB
2. Average filters.mp4	11.9 MB
2. Average filters.srt	4.3 KB
3. Median filters.mp4	26.6 MB
3. Median filters.srt	7.0 KB
4. Gaussian filters.mp4	8.6 MB
4. Gaussian filters.srt	3.0 KB
5. Edge detection filters.mp4	14.9 MB
5. Edge detection filters.srt	6.1 KB
6. Challenge Convolution filters.mp4	5.0 MB
6. Challenge Convolution filters.srt	2.0 KB
7. Solution Convolution filters.mp4	6.5 MB
7. Solution Convolution filters.srt	1.7 KB
/5 - Image Scaling/
1. Image downscaling methods.mp4	4.4 MB
1. Image downscaling methods.srt	3.3 KB
2. Downscaling example.mp4	11.9 MB
2. Downscaling example.srt	4.7 KB
3. Image upscaling methods.mp4	3.7 MB
3. Image upscaling methods.srt	2.8 KB
4. Upscaling example.mp4	12.2 MB
4. Upscaling example.srt	5.1 KB
5. Challenge Resize a picture.mp4	3.1 MB
5. Challenge Resize a picture.srt	1.4 KB
6. Solution Resize a picture.mp4	6.4 MB
6. Solution Resize a picture.srt	1.8 KB
/.../6 - Fun with Cuts/
1. Image cuts.mp4	14.4 MB
1. Image cuts.srt	5.9 KB
2. Stitching two images together.mp4	46.3 MB
2. Stitching two images together.srt	10.1 KB
3. Cuts in panoramic photography.mp4	13.1 MB
3. Cuts in panoramic photography.srt	4.9 KB
4. Challenge Stitch two pictures together.mp4	3.8 MB
4. Challenge Stitch two pictures together.srt	1.8 KB
5. Solution Stitch two pictures together.mp4	6.7 MB
5. Solution Stitch two pictures together.srt	1.9 KB
/7 - Morphological Modifications/
1. Why modify objects.mp4	14.5 MB
1. Why modify objects.srt	7.6 KB
2. Erosion and dilation.mp4	12.0 MB
2. Erosion and dilation.srt	5.4 KB
3. Open and close.mp4	7.5 MB
3. Open and close.srt	2.8 KB
4. Challenge Help a robot.mp4	9.5 MB
4. Challenge Help a robot.srt	3.5 KB
5. Solution Help a robot.mp4	8.3 MB
5. Solution Help a robot.srt	2.0 KB
/8 - Conclusion/
1. Next steps.mp4	1.9 MB
1. Next steps.srt	1.2 KB
/5. Training Neural Networks in Python onehack.us/
description.html	1.7 KB
Exercises_Link.txt	0.1 KB
/0 - Introduction/
1. Creating a neural network in Python.mp4	14.7 MB
1. Creating a neural network in Python.srt	2.0 KB
2. What you should know.mp4	6.2 MB
2. What you should know.srt	2.4 KB
3. Using GitHub Codespaces with this course.mp4	22.6 MB
3. Using GitHub Codespaces with this course.srt	9.9 KB
/.../1 - Choosing a Neural Network/
1. What is a neural network.mp4	2.5 MB
1. What is a neural network.srt	2.5 KB
2. Why Python.mp4	4.0 MB
2. Why Python.srt	1.7 KB
3. The many applications of machine learning.mp4	21.0 MB
3. The many applications of machine learning.srt	7.1 KB
4. Types of classifiers.mp4	19.1 MB
4. Types of classifiers.srt	7.2 KB
5. Types of neural networks.mp4	13.8 MB
5. Types of neural networks.srt	4.5 KB
6. Multilayer perceptrons.mp4	8.1 MB
6. Multilayer perceptrons.srt	3.0 KB
/.../2 - The Building Blocks of Neural Networks/
1. Neurons and the brain.mp4	8.2 MB
1. Neurons and the brain.srt	3.3 KB
2. A simple model of a neuron.mp4	25.0 MB
2. A simple model of a neuron.srt	9.6 KB
3. Activation functions.mp4	28.7 MB
3. Activation functions.srt	10.0 KB
4. Perceptrons A better model of a neuron.mp4	11.8 MB
4. Perceptrons A better model of a neuron.srt	4.7 KB
5. Challenge Finish the perceptron.mp4	4.8 MB
5. Challenge Finish the perceptron.srt	2.0 KB
6. Solution Finish the perceptron.mp4	2.1 MB
6. Solution Finish the perceptron.srt	1.1 KB
7. Logic gates.mp4	14.1 MB
7. Logic gates.srt	5.3 KB
8. Challenge Logic gates with perceptrons.mp4	5.3 MB
8. Challenge Logic gates with perceptrons.srt	1.5 KB
9. Solution Logic gates with perceptrons.mp4	2.7 MB
9. Solution Logic gates with perceptrons.srt	1.5 KB
/.../3 - Building Your Network/
1. Linear separability.mp4	16.0 MB
1. Linear separability.srt	5.6 KB
2. Writing the multilayer perceptron class.mp4	10.0 MB
2. Writing the multilayer perceptron class.srt	4.3 KB
3. Challenge Finish the multilayer perceptron class.mp4	5.1 MB
3. Challenge Finish the multilayer perceptron class.srt	2.4 KB
4. Solution Finish the multilayer perceptron class.mp4	7.1 MB
4. Solution Finish the multilayer perceptron class.srt	3.3 KB
/.../4 - Training Your Network/
1. The need for training.mp4	21.2 MB
1. The need for training.srt	8.1 KB
2. The training process.mp4	16.3 MB
2. The training process.srt	6.4 KB
3. The error function.mp4	11.0 MB
3. The error function.srt	4.1 KB
4. Gradient descent.mp4	12.8 MB
4. Gradient descent.srt	4.7 KB
5. The Delta rule.mp4	16.1 MB
5. The Delta rule.srt	5.9 KB
6. The Backpropagation algorithm.mp4	42.8 MB
6. The Backpropagation algorithm.srt	14.2 KB
7. Challenge Write your own Backpropagation method.mp4	12.1 MB
7. Challenge Write your own Backpropagation method.srt	5.1 KB
8. Solution Write your own Backpropagation method.mp4	17.4 MB
8. Solution Write your own Backpropagation method.srt	6.9 KB
/.../5 - Let's Make a Segment Display Classifier/
1. Segment display recognition.mp4	14.4 MB
1. Segment display recognition.srt	5.6 KB
2. Challenge Design your own SDR neural network.mp4	7.1 MB
2. Challenge Design your own SDR neural network.srt	2.3 KB
3. Solution Design your own SDR neural network.mp4	24.4 MB
3. Solution Design your own SDR neural network.srt	8.5 KB
4. Challenge Train your own SDR neural network.mp4	14.6 MB
4. Challenge Train your own SDR neural network.srt	5.6 KB
5. Solution Train your own SDR neural network.mp4	12.6 MB
5. Solution Train your own SDR neural network.srt	5.1 KB
6. 7 to 1 network GUI demo.mp4	17.7 MB
6. 7 to 1 network GUI demo.srt	6.9 KB
7. 7 to 10 network GUI demo.mp4	8.2 MB
7. 7 to 10 network GUI demo.srt	2.5 KB
8. 7 to 7 network GUI demo.mp4	12.0 MB
8. 7 to 7 network GUI demo.srt	4.4 KB
/6 - Conclusion/
1. Next steps.mp4	3.3 MB
1. Next steps.srt	1.5 KB
/6. Deep Learning Foundations Natural Language Processing with TensorFlow/
description.html	1.2 KB
Ex_Files_NLP_TensorFlow.zip	541.7 KB
/0 - Introduction/
1. Leveraging deep learning for natural language processing.mp4	13.0 MB
1. Leveraging deep learning for natural language processing.srt	2.1 KB
/.../1 - Getting Started with NLP/
1. Introduction to natural language processing.mp4	5.6 MB
1. Introduction to natural language processing.srt	5.0 KB
2. Introduction to word encodings.mp4	9.2 MB
2. Introduction to word encodings.srt	9.4 KB
3. Tokenization using TensorFlow.mp4	13.2 MB
3. Tokenization using TensorFlow.srt	12.5 KB
4. Padding the sequences.mp4	12.6 MB
4. Padding the sequences.srt	11.1 KB
5. Challenge Recognizing sarcasm in the text.mp4	4.7 MB
5. Challenge Recognizing sarcasm in the text.srt	3.4 KB
6. Solution Recognizing sarcasm in the text.mp4	5.2 MB
6. Solution Recognizing sarcasm in the text.srt	3.9 KB
/2 - Text Classification/
1. Introduction to word embeddings.mp4	8.4 MB
1. Introduction to word embeddings.srt	6.8 KB
2. Classifying movie reviews using TensorFlow.mp4	26.8 MB
2. Classifying movie reviews using TensorFlow.srt	17.6 KB
3. Projecting vectors using TensorFlow.mp4	24.7 MB
3. Projecting vectors using TensorFlow.srt	7.8 KB
4. Building a text classifier.mp4	24.6 MB
4. Building a text classifier.srt	15.3 KB
5. Challenge Text classification.mp4	5.7 MB
5. Challenge Text classification.srt	2.4 KB
6. Solution Text classification.mp4	16.4 MB
6. Solution Text classification.srt	8.2 KB
/.../3 - Classification with RNNs and LSTMs/
1. Introduction to RNNs.mp4	8.6 MB
1. Introduction to RNNs.srt	8.6 KB
2. Implementing LSTMs with TensorFlow.mp4	17.9 MB
2. Implementing LSTMs with TensorFlow.srt	11.6 KB
3. Improving your movie review classifier.mp4	12.9 MB
3. Improving your movie review classifier.srt	8.2 KB
4. Challenge Yelp review classifier.mp4	5.1 MB
4. Challenge Yelp review classifier.srt	2.4 KB
5. Solution Yelp review classifier.mp4	11.7 MB
5. Solution Yelp review classifier.srt	6.1 KB
/.../4 - Text Generation with RNNs/
1. Introduction to text generation.mp4	10.1 MB
1. Introduction to text generation.srt	7.3 KB
2. Predicting the next word.mp4	22.4 MB
2. Predicting the next word.srt	14.4 KB
3. Challenge Generate poetry.mp4	5.4 MB
3. Challenge Generate poetry.srt	1.8 KB
4. Solution Generate poetry.mp4	20.5 MB
4. Solution Generate poetry.srt	11.5 KB
/5 - Conclusion/
1. Learning more about NLP with TensorFlow.mp4	2.2 MB
1. Learning more about NLP with TensorFlow.srt	1.1 KB
Total files 317