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-- -- (Links on this page my give me a small commission from purchases made - thank you for the support!) Here's the link! https://imp.i384100.net/VyWbLj Andrew Ng, DeepLearning.AI, & Stanford University just announced that they will be teaming up to launch the updated version of his famous Machine Learning course on Coursera. He's calling this the Machine Learning Specialization! Roadmap to Become a Data Scientist / Machine Learning Engineer in 2022: • Complete Roadmap to Become a Data Scientis... Roadmap to Become a Data Analyst in 2022: • Roadmap to Become a Data Analyst in 2022 (... Roadmap to Become a Data Engineer in 2022: • Full Pathway to Become a Data Engineer in ... Here's my favourite resources: Best Courses for Analytics: --------------------------------------------------------------------------------------------------------- IBM Data Science (Python): https://bit.ly/3Rn00ZA Google Analytics (R): https://bit.ly/3cPikLQ SQL Basics: https://bit.ly/3Bd9nFu Best Courses for Programming: --------------------------------------------------------------------------------------------------------- Data Science in R: https://bit.ly/3RhvfFp Python for Everybody: https://bit.ly/3ARQ1Ei Data Structures & Algorithms: https://bit.ly/3CYR6wR Best Courses for Machine Learning: --------------------------------------------------------------------------------------------------------- Math Prerequisites: https://bit.ly/3ASUtTi Machine Learning: https://bit.ly/3d1QATT Deep Learning: https://bit.ly/3KPfint ML Ops: https://bit.ly/3AWRrxE Best Courses for Statistics: --------------------------------------------------------------------------------------------------------- Introduction to Statistics: https://bit.ly/3QkEgvM Statistics with Python: https://bit.ly/3BfwejF Statistics with R: https://bit.ly/3QkicBJ Best Courses for Big Data: --------------------------------------------------------------------------------------------------------- Google Cloud Data Engineering: https://bit.ly/3RjHJw6 AWS Data Science: https://bit.ly/3TKnoBS Big Data Specialization: https://bit.ly/3ANqSut More Courses: --------------------------------------------------------------------------------------------------------- Tableau: https://bit.ly/3q966AN Excel: https://bit.ly/3RBxind Computer Vision: https://bit.ly/3esxVS5 Natural Language Processing: https://bit.ly/3edXAgW IBM Dev Ops: https://bit.ly/3RlVKt2 IBM Full Stack Cloud: https://bit.ly/3x0pOm6 Object Oriented Programming (Java): https://bit.ly/3Bfjn0K TensorFlow Advanced Techniques: https://bit.ly/3BePQV2 TensorFlow Data and Deployment: https://bit.ly/3BbC5Xb Generative Adversarial Networks / GANs (PyTorch): https://bit.ly/3RHQiRj Become a Member of the Channel! https://bit.ly/3oOMrVH Follow me on LinkedIn! / greghogg Full Disclosure: Please note that I may earn a commission for purchases made at the above sites! I strongly believe in the material provided; I only recommend what I truly think is great. If you do choose to make purchases through these links; thank you for supporting the channel, it helps me make more free content like this!