Become an AI Engineer Updated 2 weeks ago 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
6 ITEMS - 11h 15m
Course: AI Engineering Essentials: Navigating the Tech Revolution 1h 27m Course By: John Maeda 3 months ago Discover the core concepts and technical skills required to become a successful AI developer.
Course: Machine Learning with Python: Foundations 1h 54m Course By: Frederick Nwanganga Updated 3 weeks ago Learn the basics of machine learning and how you can create a machine learning model with Python.
Course: Full-Stack Deep Learning with Python 1h 58m Course By: Janani Ravi 3 months ago Increase your knowledge and get a hands-on understanding of full-stack deep learning with Python.
Course: Building Computer Vision Applications with Python 2h Course By: Eduardo Corpeño Aug 2022 Get a deeper understanding of computer vision by creating your own image processing applications in Python.
Course: Training Neural Networks in Python 2h 7m Course By: Eduardo Corpeño Nov 2022 Take a deep dive into the inner workings of neural networks by learning how to create one from scratch in Python.
Course: Deep Learning Foundations: Natural Language Processing with TensorFlow 1h 47m Course By: Harshit Tyagi Apr 2021 Learn foundational deep learning techniques to classify, predict, and generate text using different neural networks.
1. AI Engineering Essentials Navigating the Tech Revolution/0 - Introduction/1. Tools for AI engineers to lead through change.mp4
4.9 MB
1. AI Engineering Essentials Navigating the Tech Revolution/0 - Introduction/1. Tools for AI engineers to lead through change.srt
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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
22.4 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
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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
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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
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1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/3. Pairing cognition and context.mp4
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1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/3. Pairing cognition and context.srt
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1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/4. Coding Adaptable recipes.mp4
43 MB
1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/4. Coding Adaptable recipes.srt
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
23.3 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
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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
13.2 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
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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
35.4 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
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1. AI Engineering Essentials Navigating the Tech Revolution/3 - What's Next/1. Agent to multi-agents.mp4
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1. AI Engineering Essentials Navigating the Tech Revolution/3 - What's Next/1. Agent to multi-agents.srt
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1. AI Engineering Essentials Navigating the Tech Revolution/3 - What's Next/2. Coding Multi-agent recipes.mp4
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1. AI Engineering Essentials Navigating the Tech Revolution/3 - What's Next/2. Coding Multi-agent recipes.srt
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1. AI Engineering Essentials Navigating the Tech Revolution/4 - Conclusion/1. Closing the kitchen.mp4
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1. AI Engineering Essentials Navigating the Tech Revolution/4 - Conclusion/1. Closing the kitchen.srt
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1. AI Engineering Essentials Navigating the Tech Revolution/description.html
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2. Machine Learning with Python Foundations/0 - Introduction/1. Machine learning in our world.mp4
2.8 MB
2. Machine Learning with Python Foundations/0 - Introduction/1. Machine learning in our world.srt
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2. Machine Learning with Python Foundations/0 - Introduction/2. What you should know.mp4
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2. Machine Learning with Python Foundations/0 - Introduction/2. What you should know.srt
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2. Machine Learning with Python Foundations/0 - Introduction/3. The tools you need.mp4
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2. Machine Learning with Python Foundations/0 - Introduction/3. The tools you need.srt
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2. Machine Learning with Python Foundations/0 - Introduction/4. Using the exercise files.mp4
7.2 MB
2. Machine Learning with Python Foundations/0 - Introduction/4. Using the exercise files.srt
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2. Machine Learning with Python Foundations/1 - Machine Learning/1. What is machine learning.mp4
8.5 MB
2. Machine Learning with Python Foundations/1 - Machine Learning/1. What is machine learning.srt
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2. Machine Learning with Python Foundations/1 - Machine Learning/2. What is not machine learning.mp4
11.9 MB
2. Machine Learning with Python Foundations/1 - Machine Learning/2. What is not machine learning.srt
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2. Machine Learning with Python Foundations/1 - Machine Learning/3. What is unsupervised learning.mp4
6.3 MB
2. Machine Learning with Python Foundations/1 - Machine Learning/3. What is unsupervised learning.srt
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2. Machine Learning with Python Foundations/1 - Machine Learning/4. What is supervised learning.mp4
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2. Machine Learning with Python Foundations/1 - Machine Learning/4. What is supervised learning.srt
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2. Machine Learning with Python Foundations/1 - Machine Learning/5. What is reinforcement learning.mp4
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2. Machine Learning with Python Foundations/1 - Machine Learning/5. What is reinforcement learning.srt
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2. Machine Learning with Python Foundations/1 - Machine Learning/6. What are the steps to machine learning.mp4
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2. Machine Learning with Python Foundations/1 - Machine Learning/6. What are the steps to machine learning.srt
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2. Machine Learning with Python Foundations/2 - Collecting Data for Machine Learning/1. Things to consider when collecting data.mp4
11.5 MB
2. Machine Learning with Python Foundations/2 - Collecting Data for Machine Learning/1. Things to consider when collecting data.srt
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2. Machine Learning with Python Foundations/2 - Collecting Data for Machine Learning/2. How to import data in Python.mp4
13.6 MB
2. Machine Learning with Python Foundations/2 - Collecting Data for Machine Learning/2. How to import data in Python.srt
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2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/1. Describe your data.mp4
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2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/1. Describe your data.srt
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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/2. How to summarize data in Python.srt
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2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/3. Visualize your data.mp4
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2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/3. Visualize your data.srt
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2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/4. How to visualize data in Python.mp4
15.8 MB
2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/4. How to visualize data in Python.srt
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/1. Common data quality issues.mp4
8 MB
2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/1. Common data quality issues.srt
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/2. How to resolve missing data in Python.mp4
22 MB
2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/2. How to resolve missing data in Python.srt
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/3. Normalizing your data.mp4
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/3. Normalizing your data.srt
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/4. How to normalize data in Python.mp4
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/4. How to normalize data in Python.srt
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/5. Sampling your data.mp4
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/5. Sampling your data.srt
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/6. How to sample data in Python.mp4
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/6. How to sample data in Python.srt
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2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/7. Reducing the dimensionality of your data.mp4
6.8 MB
2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/7. Reducing the dimensionality of your data.srt
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2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/1. Classification vs. regression problems.mp4
7 MB
2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/1. Classification vs. regression problems.srt
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2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/2. How to build a machine learning model in Python.mp4
15.8 MB
2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/2. How to build a machine learning model in Python.srt
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2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/3. Common machine learning algorithms.mp4
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2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/3. Common machine learning algorithms.srt
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2. Machine Learning with Python Foundations/6 - Conclusion/1. Next steps with applied machine learning.mp4
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2. Machine Learning with Python Foundations/6 - Conclusion/1. Next steps with applied machine learning.srt
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2. Machine Learning with Python Foundations/description.html
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2. Machine Learning with Python Foundations/Ex_Files_ML_with_Python_Foundations.zip
903.7 KB
3. Full-Stack Deep Learning with Python/0 - Introduction/1. Full-stack deep learning, MLOps, and MLflow.mp4
9.9 MB
3. Full-Stack Deep Learning with Python/0 - Introduction/1. Full-stack deep learning, MLOps, and MLflow.srt
12.5 KB
3. Full-Stack Deep Learning with Python/0 - Introduction/2. Prerequisites.mp4
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3. Full-Stack Deep Learning with Python/0 - Introduction/2. Prerequisites.srt
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3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/1. Introducing full-stack deep learning.mp4
7.9 MB
3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/1. Introducing full-stack deep learning.srt
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3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/2. Introducing MLOps.mp4
6.7 MB
3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/2. Introducing MLOps.srt
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3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/3. Introducing MLflow.mp4
6.4 MB
4. Building Computer Vision Applications with Python/Ex_Files_Computer_Vision_Deep_Dive_in_Python.zip
145.8 MB
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