LinkedIn Learning | Become an AI Engineer [FCO]

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name:	LinkedIn Learning \| Become an AI Engineer [FCO]
说明: LinkedIn Learning - Become an AI Engineer [FCO] Course Description The AI engineer role continues to gain popularity as developers transition into the transformative field of artificial intelligence. In this learning path, you'll gain the skills needed to succeed in this role. This series of courses covers the core concepts and practical skills you need before diving into hands-on training in deep learning, computer vision, and neural networks. Experience with coding in Python is required for this learning path. Master AI engineering essentials. Learn machine learning with Python. Develop skills in full-stack deep learning. Build computer vision applications. Learning path details 11h 15m of content 6 items of learning content Course Source: https://www.linkedin.com/learning/paths/become-an-ai-engineer
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类别:	Tutorials
语言:	English
总大小:	2.03 GB
哈希信息:	A69EC9A371CA5AF64A92EEE077E17BDAC2C17F68
增加:	Prom3th3uS
加入的日期:	2024-05-23 02:33:08
洪流地位:	Torrent Verified by Prom3th3uS on 23rd May, 2024

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文件列表:

文件	大小
0. Join Our Discord for More Awesome Stuff!.txt	156.00 B
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/0 - Introduction/1. Tools for AI engineers to lead through change.srt	1.04 kB
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/1. Embarking on the AI journey.srt	5.68 kB
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/2. Software developer to AI engineer.srt	8.46 kB
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/3. Pairing cognition and context.srt	7.67 kB
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/1 - Adapting to Being Both an AI Engineer and Leader/4. Coding Adaptable recipes.srt	18.88 kB
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/1. AI's evolution is a lot like cooking's evolution.srt	7.36 kB
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/2. Coding Contextual recipes.srt	19.36 kB
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/3. Embracing failure is healthy.srt	6.83 kB
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/4. Coding Observable recipes.srt	9.04 kB
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/5. Managing AI risks.srt	5.26 kB
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/6. Coding Responsible recipes.srt	11.07 kB
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/7. Tell powerful stories.srt	3.26 kB
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/2 - You’ve Got an A—Now Let’s Get Some CORN/8. Coding Narrative-driven recipes.srt	13.59 kB
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/1. Agent to multi-agents.srt	5.19 kB
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/3 - What's Next/2. Coding Multi-agent recipes.srt	12.41 kB
1. AI Engineering Essentials Navigating the Tech Revolution/4 - Conclusion/1. Closing the kitchen.mp4	18.13 MB
1. AI Engineering Essentials Navigating the Tech Revolution/4 - Conclusion/1. Closing the kitchen.srt	3.78 kB
1. AI Engineering Essentials Navigating the Tech Revolution/description.html	1.15 kB
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/1. Machine learning in our world.srt	1.35 kB
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/2. What you should know.srt	1.46 kB
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/3. The tools you need.srt	1.99 kB
2. Machine Learning with Python Foundations/0 - Introduction/4. Using the exercise files.mp4	7.19 MB
2. Machine Learning with Python Foundations/0 - Introduction/4. Using the exercise files.srt	2.08 kB
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/1. What is machine learning.srt	7.25 kB
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/2. What is not machine learning.srt	9.54 kB
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/3. What is unsupervised learning.srt	4.91 kB
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/4. What is supervised learning.srt	7.26 kB
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/5. What is reinforcement learning.srt	10.32 kB
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/1 - Machine Learning/6. What are the steps to machine learning.srt	9.62 kB
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/1. Things to consider when collecting data.srt	6.97 kB
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/2 - Collecting Data for Machine Learning/2. How to import data in Python.srt	7.80 kB
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/1. Describe your data.srt	5.89 kB
2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/2. How to summarize data in Python.mp4	15.40 MB
2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/2. How to summarize data in Python.srt	9.24 kB
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/3. Visualize your data.srt	6.82 kB
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/3 - Understanding Data for Machine Learning/4. How to visualize data in Python.srt	9.86 kB
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/1. Common data quality issues.srt	6.98 kB
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/2. How to resolve missing data in Python.srt	11.54 kB
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/3. Normalizing your data.srt	7.64 kB
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/4. How to normalize data in Python.srt	6.54 kB
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/5. Sampling your data.srt	7.96 kB
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/6. How to sample data in Python.srt	9.82 kB
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/4 - Preparing Data for Machine Learning/7. Reducing the dimensionality of your data.srt	6.88 kB
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/1. Classification vs. regression problems.srt	6.20 kB
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/2. How to build a machine learning model in Python.srt	8.58 kB
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/5 - Types of Machine Learning Models/3. Common machine learning algorithms.srt	9.26 kB
2. Machine Learning with Python Foundations/6 - Conclusion/1. Next steps with applied machine learning.mp4	3.84 MB
2. Machine Learning with Python Foundations/6 - Conclusion/1. Next steps with applied machine learning.srt	4.29 kB
2. Machine Learning with Python Foundations/description.html	1.07 kB
2. Machine Learning with Python Foundations/Ex_Files_ML_with_Python_Foundations.zip	903.68 kB
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/1. Full-stack deep learning, MLOps, and MLflow.srt	12.53 kB
3. Full-Stack Deep Learning with Python/0 - Introduction/2. Prerequisites.mp4	914.07 kB
3. Full-Stack Deep Learning with Python/0 - Introduction/2. Prerequisites.srt	1.11 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/1. Introducing full-stack deep learning.srt	11.36 kB
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/2. Introducing MLOps.srt	7.58 kB
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/3. Introducing MLflow.srt	7.86 kB
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/4. Setting up the environment on Google Colab.srt	9.16 kB
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/1. Computer vision under the hood.srt	2.10 kB
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/2. What you should know.srt	2.13 kB
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/0 - Introduction/3. Using the exercise files.srt	1.41 kB
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/1. Installing Anaconda and OpenCV.srt	1.67 kB
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/1 - Setting Up Your Environment/2. Testing your environment.srt	5.49 kB
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/1. Image representation.srt	5.79 kB
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/2. Color encoding.srt	4.23 kB
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/3. Image file management.srt	8.38 kB
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/4. Resolution.srt	4.49 kB
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/5. Rotations and flips.srt	2.87 kB
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/6. Challenge Manipulate some pictures.srt	3.66 kB
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/2 - The Basics of Image Processing/7. Solution Manipulate some pictures.srt	3.72 kB
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/1. Average grayscale.srt	5.04 kB
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/2. Weighted grayscale.srt	1.92 kB
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/3. Converting grayscale to black and white.srt	4.11 kB
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/4. Adaptive thresholding.srt	7.17 kB
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/5. Challenge Removing color.srt	1.37 kB
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/3 - From Color to Black and White/6. Solution Removing color.srt	1.46 kB
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/1. Convolution filters.srt	6.30 kB
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/2. Average filters.srt	4.18 kB
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/3. Median filters.srt	6.87 kB
4. Building Computer Vision Applications with Python/4 - Filters/4. Gaussian filters.mp4	8.20 MB
4. Building Computer Vision Applications with Python/4 - Filters/4. Gaussian filters.srt	2.89 kB
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/5. Edge detection filters.srt	5.98 kB
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/6. Challenge Convolution filters.srt	1.94 kB
4. Building Computer Vision Applications with Python/4 - Filters/7. Solution Convolution filters.mp4	6.22 MB
4. Building Computer Vision Applications with Python/4 - Filters/7. Solution Convolution filters.srt	1.71 kB
4. Building Computer Vision Applications with Python/5 - Image Scaling/1. Image downscaling methods.mp4	4.20 MB
4. Building Computer Vision Applications with Python/5 - Image Scaling/1. Image downscaling methods.srt	3.25 kB
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/2. Downscaling example.srt	4.63 kB
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/3. Image upscaling methods.srt	2.76 kB
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/4. Upscaling example.srt	4.96 kB
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/5. Challenge Resize a picture.srt	1.36 kB
4. Building Computer Vision Applications with Python/5 - Image Scaling/6. Solution Resize a picture.mp4	6.10 MB
4. Building Computer Vision Applications with Python/5 - Image Scaling/6. Solution Resize a picture.srt	1.78 kB
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/1. Image cuts.srt	5.79 kB
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/2. Stitching two images together.srt	9.87 kB
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/3. Cuts in panoramic photography.srt	4.75 kB
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/4. Challenge Stitch two pictures together.srt	1.74 kB
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/6 - Fun with Cuts/5. Solution Stitch two pictures together.srt	1.88 kB
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/1. Why modify objects.srt	7.43 kB
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/2. Erosion and dilation.srt	5.30 kB
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/3. Open and close.srt	2.77 kB
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/4. Challenge Help a robot.srt	3.46 kB
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/7 - Morphological Modifications/5. Solution Help a robot.srt	1.98 kB
4. Building Computer Vision Applications with Python/8 - Conclusion/1. Next steps.mp4	1.82 MB
4. Building Computer Vision Applications with Python/8 - Conclusion/1. Next steps.srt	1.18 kB
4. Building Computer Vision Applications with Python/description.html	1.13 kB
4. Building Computer Vision Applications with Python/Ex_Files_Computer_Vision_Deep_Dive_in_Python.zip	145.77 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/1. Creating a neural network in Python.srt	1.91 kB
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/2. What you should know.srt	2.33 kB
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/0 - Introduction/3. Using GitHub Codespaces with this course.srt	9.70 kB
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/1. What is a neural network.srt	2.47 kB
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/2. Why Python.srt	1.63 kB
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/3. The many applications of machine learning.srt	6.97 kB
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/4. Types of classifiers.srt	7.00 kB
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/5. Types of neural networks.srt	4.35 kB
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/1 - Choosing a Neural Network/6. Multilayer perceptrons.srt	2.92 kB
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/1. Neurons and the brain.srt	3.19 kB
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/2. A simple model of a neuron.srt	9.37 kB
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/3. Activation functions.srt	9.76 kB
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/4. Perceptrons A better model of a neuron.srt	4.57 kB
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/5. Challenge Finish the perceptron.srt	1.92 kB
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/6. Solution Finish the perceptron.srt	1.05 kB
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/7. Logic gates.srt	5.16 kB
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/8. Challenge Logic gates with perceptrons.srt	1.42 kB
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/2 - The Building Blocks of Neural Networks/9. Solution Logic gates with perceptrons.srt	1.46 kB
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/1. Linear separability.srt	5.44 kB
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/2. Writing the multilayer perceptron class.srt	4.24 kB
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/3. Challenge Finish the multilayer perceptron class.srt	2.34 kB
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/3 - Building Your Network/4. Solution Finish the multilayer perceptron class.srt	3.25 kB
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/1. The need for training.srt	7.90 kB
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/2. The training process.srt	6.23 kB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/3. The error function.mp4	10.50 MB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/3. The error function.srt	4.03 kB
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/4. Gradient descent.srt	4.62 kB
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/5. The Delta rule.srt	5.76 kB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/6. The Backpropagation algorithm.mp4	40.80 MB
5. Training Neural Networks in Python onehack.us/4 - Training Your Network/6. The Backpropagation algorithm.srt	13.89 kB
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/7. Challenge Write your own Backpropagation method.srt	4.93 kB
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/4 - Training Your Network/8. Solution Write your own Backpropagation method.srt	6.70 kB
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/1. Segment display recognition.srt	5.51 kB
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/2. Challenge Design your own SDR neural network.srt	2.26 kB
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/3. Solution Design your own SDR neural network.srt	8.28 kB
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/4. Challenge Train your own SDR neural network.srt	5.45 kB
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/5. Solution Train your own SDR neural network.srt	5.01 kB
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/6. 7 to 1 network GUI demo.srt	6.77 kB
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/7. 7 to 10 network GUI demo.srt	2.41 kB
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/5 - Let's Make a Segment Display Classifier/8. 7 to 7 network GUI demo.srt	4.30 kB
5. Training Neural Networks in Python onehack.us/6 - Conclusion/1. Next steps.mp4	3.12 MB
5. Training Neural Networks in Python onehack.us/6 - Conclusion/1. Next steps.srt	1.45 kB
5. Training Neural Networks in Python onehack.us/description.html	1.62 kB
5. Training Neural Networks in Python onehack.us/Exercises_Link.txt	109.00 B
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/0 - Introduction/1. Leveraging deep learning for natural language processing.srt	2.05 kB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/1. Introduction to natural language processing.mp4	5.30 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/1. Introduction to natural language processing.srt	4.87 kB
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/2. Introduction to word encodings.srt	9.18 kB
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/3. Tokenization using TensorFlow.srt	12.21 kB
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/4. Padding the sequences.srt	10.89 kB
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/5. Challenge Recognizing sarcasm in the text.srt	3.33 kB
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/1 - Getting Started with NLP/6. Solution Recognizing sarcasm in the text.srt	3.84 kB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/1. Introduction to word embeddings.mp4	8.00 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/1. Introduction to word embeddings.srt	6.61 kB
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/2. Classifying movie reviews using TensorFlow.srt	17.16 kB
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/3. Projecting vectors using TensorFlow.srt	7.66 kB
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/4. Building a text classifier.srt	14.96 kB
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/5. Challenge Text classification.srt	2.36 kB
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/2 - Text Classification/6. Solution Text classification.srt	7.98 kB
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/1. Introduction to RNNs.srt	8.38 kB
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/2. Implementing LSTMs with TensorFlow.srt	11.29 kB
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/3. Improving your movie review classifier.srt	8.03 kB
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/4. Challenge Yelp review classifier.srt	2.31 kB
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/3 - Classification with RNNs and LSTMs/5. Solution Yelp review classifier.srt	5.95 kB
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/1. Introduction to text generation.srt	7.16 kB
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/2. Predicting the next word.srt	14.04 kB
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/3. Challenge Generate poetry.srt	1.78 kB
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/4 - Text Generation with RNNs/4. Solution Generate poetry.srt	11.27 kB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/5 - Conclusion/1. Learning more about NLP with TensorFlow.mp4	2.10 MB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/5 - Conclusion/1. Learning more about NLP with TensorFlow.srt	1.10 kB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/description.html	1.16 kB
6. Deep Learning Foundations Natural Language Processing with TensorFlow/Ex_Files_NLP_TensorFlow.zip	528.98 kB

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