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AWS Academy

Empowering higher education institutions to prepare students for industry-recognized certifications and careers in the cloud.

Here's the updated table with the new "No." column added:

No. Course Name Category
1 Academy Cloud Foundations Cloud
2 Academy Cloud Architecting Cloud
3 Academy Cloud Operations Cloud
4 Academy Cloud Developing Cloud
5 Academy Machine Learning Foundations Machine Learning
6 Academy Introduction to Cloud: Semester 1 Cloud
7 Academy Machine Learning for Natural Language Processing Machine Learning
8 Academy Introduction to Cloud: Semester 2 Cloud
9 Academy Engineering Operations Technician Cloud Operations
10 Academy Data Center Technician Cloud Operations
11 Academy Learner Lab General
12 Academy Cloud Security Foundations Cloud Security
13 Academy Data Engineering Data Engineering
14 Academy Lab Project - Cloud Data Pipeline Builder Cloud Development
15 Academy Lab Project - Cloud Web Application Builder Cloud Development

Harvard Courses

No. Course Name Link
1. Introduction to Computer Science Link
2. Introduction to Programming with Scratch Link
3. Web Programming with Python and JavaScript Link
4. Introduction to Programming with Python Link
5. Understanding Technology Link
6. Introduction to Artificial Intelligence with Python Link
7. Introduction to Game Development Link
8. Mobile App Development with React Native Link
9. CS50's Computer Science for Business Professionals Link
10. Introduction to Data Science with Python Link

Google Courses

No. Course Name Link
1 Advanced Google Analytics Link
2 Agile Project Management Link
3 Basics of Machine Learning Link
4 Data Science Foundations Link
5 Data Science with Python Link
6 Data, ML, and AI in Google Cloud Link
7 Foundations of Project Management Link
8 Fundamentals of digital marketing Link
9 Get started with Google Maps Platform Link
10 Google Analytics for Beginners Link
11 Google Analytics for Power Users Link
12 Google Cloud Computing Foundations: Networking and Security in Google Cloud Link
13 Google Cloud Computing Foundations: Cloud Computing Fundamentals Link
14 Google Project Management Link
15 Machine Learning Crash Course Link
16 Project Execution: Running the Project Link
17 Project Initiation: Starting a Successful Project Link
18 Project Planning: Putting It All Together Link
19 Python Basics for Data Analysis Link

Learn Python

No. Platform Link
1 W3Schools.com Link
2 freeCodeCamp Link
3 Kaggle Link
4 GeeksforGeeks Link
5 Google Link
6 Sololearn Link
7 Programiz Link
8 Thinkful Link
9 Simpliv LLC Link
10 Codecademy Link
11 LearnX Link

Top Companies and Universities💥

No. Organization Link
1 Harvard University: Professional and Lifelong Learning Link
2 Amazon: Start Building on AWS Today Link
3 Google: Master the Google tools you use at work with online training Link
4 Simplilearn Link
5 Cisco Networking Academy Link
6 Udemy Link

Coursera - Harvard Data Analysis

No. Course Title Link
1 Statistics and R Link
2 Probability Link
3 Linear Regression Link
4 Inference and Modelling Link
5 R Basics Link
6 Data Wrangling Link

Coursera - RICE

Course Title Link
Introduction to Data Analysis with Excel Link

Coursera - Johns Hopkins

No. Course Title Link
1 Advanced Statistics for Data Science Specialization Link
2 Johns Hopkins - Biostatistics in Public Health Specialization Link

Youtube - Learn Machine Learning

No. Channel Link
1 Stanford University CS229: Machine Learning Link
2 Making Friends With Machine Learning Link
3 Neural Networks: Zero to Hero Link
4 Massachusetts Institute of Technology Deep Learning For Art, Aesthetics, And Creativity Link
5 Stanford University CS230: Deep Learning (2018) Link
6 Applied Machine Learning (Cornell Tech Cs 5787, Fall 2020) Link
7 Practical Deep Learning for Coders 2022 Link
8 Practical Deep Learning for Coders 2022 - Part 2 Link
9 Machine Learning With Graphs Link
10 Probabilistic Machine Learning Philipp Hennig 2021 Link
11 Deep Unsupervised Learning - University of California, Berkeley Spring 2020 Link
12 Foundation Models Link
13 Stanford University CS25 - Transformers United Link

Others

No. Course Title Link
1 Lund - Writing in English at University Link
2 Ecole Polytechnique: How to Write and Publish a Scientific Paper Link
3 Stanford - Writing in the Sciences Link
4 NUS - Quantitative and Qualitative Research for Beginners Link
5 Imperial - Study Designs in Epidemiology Link
6 UCT - Understanding Clinical Research: Behind the Statistics Link
7 Johns Hopkins - Introduction to Systematic Review and Meta-Analysis Link
8 Harvard - Rhetoric: The Art of Persuasive Writing and Public Speaking Link
9 Udemy - Just Start Grant Writing Link
10 UCI - Project Management: The Basics for Success Link

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