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Trainings and Certifications

The major training resources fall into four categories: [1] General Tech & Data Science Platforms, [2] Specialized Data & AI Platforms, [3] Cloud Computing & DevOps, and [4] Programming & Software Development. Student certification in these areas will ensure a proficiency to accommodate rapid growth in AI.

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Comprehensive AI, ML & Data Science Training 

Coursera offers a wide range of training programs in AI, data analytics, programming, Python, R, SQL, and cloud computing, Machine learning, AI,  AWS and Google Data Analytics. It provides industry-recognized certificate programs from top universities and tech companies, helping professionals build expertise in cutting-edge technologies.   [Contact for Subscription]
 

Deeplearning.ai   is an educational technology company founded by Andrew Ng, one of the pioneers in artificial intelligence (AI) and deep learning
 

edX – Offers professional certificates from institutions like Harvard, MIT, and Microsoft.
 

Udacity – Provides "Nanodegree" programs in AI, data science, programming, and cloud computing.
 

Udemy – Affordable courses in Python, R, SQL, AI, and cloud platforms, though certification credibility varies.
 

Simplilearn -​Simplilearn is a global online learning platform specializing in digital skills training.

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IBM- for Universities  Skills Builder  

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Nvidia - for Universities   Skills builder

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Superdatascience ; SuperDataScience provides a diverse range of courses covering topics such as machine learning, artificial intelligence, data analytics, and more

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Specialized Data & AI Platforms

DataCamp  training in AI, data analytics, programming, Python, R, SQL, and cloud computing.  . [Contact for Subscription]

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Kaggle Learn – Short, interactive courses for data science, Python, and ML, with coding challenges.


Fast.ai – Free deep learning and AI courses with hands-on training. 

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SAS Certification   SAS (Statistical Analysis System) is a powerful software suite used for data analytics, statistical modeling, and machine learning in industries like finance, healthcare, and government. 

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Standford University- Machine Learning Basics FREE

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Google AI and Machine learning Google has been at the forefront of artificial intelligence (AI) and machine learning (ML) research and development, integrating these technologies across its products and services to enhance user experience and drive innovation.​​​​

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AWS Certified Machine Learning – Specialty
Designed for professionals working with AWS, this certification validates expertise in building, training, tuning, and deploying machine learning models on the AWS platform [Coursera]

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IBM Machine Learning Professional Certificate
This six-course program provides practical skills in supervised and unsupervised learning, neural networks, and deep learning, along with specialized topics like time series analysis

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Cloud Computing & DevOps

AWS Skills Builder provides training in cloud computing, AI, data analytics, and programming with hands-on labs and certification programs. It helps learners gain expertise in AWS services through flexible, self-paced courses. With industry-recognized certifications, it supports career growth in cloud and AI.

 [Contact for Subscription]

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CyberSecurity

CompTIA – Offers IT certifications like Security+, Network+, and Data+ for tech professionals.
Cisco Networking Academy – Training for networking and cybersecurity certifications.

 SQL Learning Sites & Database Resources

 

🔹 Interactive Learning Platforms

  1. SQLZoo – Hands-on interactive SQL tutorials.

  2. Mode Analytics SQL Tutorial – A structured SQL learning path.

  3. W3Schools SQL – Beginner-friendly SQL reference and exercises.

  4. LeetCode SQL – SQL problems for real-world applications.

  5. Hackerrank SQL – Coding challenges for SQL.

  6. Khan Academy SQL – Beginner SQL course with interactive coding.

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🔹 SQL & Database Design Books (Online & Free)

  1. The SQL Guide for Beginners (PDF) – Great for learning SQL basics.

  2. SQL for Data Science (UC Davis) – Free Coursera course. 

 

🔹 Websites for Practicing Database Queries

  1. DB-Fiddle – Run SQL queries online for PostgreSQL, MySQL, and others.

  2. SQL Fiddle – Test SQL queries in a sandbox.

  3. DB Designer – Design database schemas visually.

  4. QuickDBD – Simple diagram-based database modeling.🔹 

 

© 2025 by Center of Excellence – Consortium of Educators.

 

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