Finally, a bonus: Mathematics for Machine Learning and Data Science Specialization is a new specialization from @DeepLearningAI_
. https://
coursera.org/specialization
s/mathematics-for-machine-learning-and-data-science
…
@abacusai
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New Mathematics for Machine Learning and Data Science Specialization
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Introductory Multivariate Calculus Course for Machine Learning
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6. Multivariate Calculus This introductory course will build confidence and introduce you to the multivariate calculus required to build many machine learning techniques. https://
coursera.org/learn/multivar
iate-calculus-machine-learning
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MIT Linear Algebra Course 18.06 by Professor Gilbert Strang
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4. Linear Algebra This is MIT Course 18.06, taught by Professor Gilbert Strang. https://
ocw.mit.edu/courses/mathem
atics/18-06-linear-algebra-spring-2010/
… One of the best linear algebra courses that you’ll ever find. Professor Gilbert makes the subject ridiculously simple and engaging. -
Grant Sanderson’s Essence of Linear Algebra Video Playlist
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3. Essence of Linear Algebra Who doesn’t love Grant Sanderson’s YouTube videos? Go through this playlist: https://
youtube.com/playlist?list=
PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
… It's an excellent refresher on Linear Algebra. -
Free Guide to AI/ML Mathematics: Probability, Linear Algebra, Calculus
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Here is a FREE guide to learning the Mathematics of AI/ML. Organized into three sections: • Probability and Statistics
• Linear Algebra
• Multivariate Calculus 7 resources for all levels. Let's start: -
Transform Your Organization into an AI-First Company with Abacus
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You can turn your organization into an AI-first company, We built the world's ONLY AI-assisted data science and MLOps platform. Take a look: https://
abacus.ai -
Create Custom ChatGPT: Choose the Best LLM for Your Needs
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Create a Custom ChatGPT. Here is an article explaining how to create a custom chatbot using the best LLM for your dataset and task. Your options: • Google
• OpenAI
• Claude
• Open-source models
• Abacus LLM Read it here: https://
blog.abacus.ai/blog/2023/08/1
0/create-your-custom-chatgpt-pick-the-best-llm-that-works-for-you/
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AI Agents Pipeline User Code Data ML Models LLM
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With our AI agents, you can pipeline: – any user code
– any data transformations
– ML models & LLM prompts and execute and monitor these pipelines on our SOTA MLOps platform. Check it out here – -
Free Stanford Course on Natural Language Processing with Deep Learning
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100% free course from Standford: "Natural Language Processing with Deep Learning." https://
youtube.com/playlist?list=
PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ
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Large Language Models: Quick Reference Guide Explanation
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A cheat sheet explanation of how Large Language Models work: