We should have Llama 2 available as part of our ChatLLM suite early next week – stay tuned!
@abacusai
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30 MLOps Requirements: Abacus AI Simplifies Machine Learning
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Building Machine Learning Systems is hard. Here are 30 requirements for an MLOps environment. At @abacusai
, we worry about this for you. You bring the data; we do the rest. (Source: "Requirements and Reference Architecture for MLOps: Insights from Industry") -
Four Google Cloud Courses on Generative and Responsible AI
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1. Introduction to Generative AI
https://cloudskillsboost.google/course_templates/536
… 2. Introduction to Large Language Models
https://cloudskillsboost.google/course_templates/539
… 3. Introduction to Responsible AI
https://cloudskillsboost.google/course_templates/554
… 4. Generative AI Fundamentals
https://cloudskillsboost.google/course_templates/556
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Google releases 9 free AI courses for beginners
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If you want to start learning AI from the very beginning: Google released 9 free courses covering some of the most critical topics in AI. And they start from scratch. Here is the list and links:
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Master Matrix Calculus for Deep Learning
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If you want to understand the matrix calculus you need for Deep Learning, here is where you need to go: https://
explained.ai/matrix-calculu
s/index.html
… A great paper explaining every detail you need to know! -
Chat and Data LLMs Workshop Nearly Full with 1000+ Registrations
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More than 1000 people have signed up for our Chat and Data LLMs workshop on Tuesday! The last 50 seats are left, if you want to reserve your spot now…
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Create and Deploy AI Agents with Abacus AI
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You can now create and deploy AI agents using @abacusai
! An AI agent will help you perform tasks by chaining user code, data transformations, models, and prompts. Check it out! -
Essential Skills and Tools to Become a Machine Learning Engineer
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To become a Machine Learning Engineer: • Python + Numpy, Pandas, Matplotlib
• TensorFlow or PyTorch, Scikit-Learn
• Jupyter, Colab
• ML algorithms
• SQL
• Version control
• RESTful APIs
• Docker
• Prob, Stat, Lin. Algebra
• Unit and Integration testing
• DSA -
Build Custom LLMs on Your Data with Abacus AI
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You can now use @abacusai to build a custom LLM on your data and solve some of the following problems: • ChatLLM: Search your knowledge base
• DataLLM: Get insights from your data
• TaskLLM: Teach an LLM to solve your tasks -
Start Learning Machine Learning with Neural Networks Video Series
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Are you looking to break into Machine Learning? Here is a great place to start: This is the best video series about Neural Networks for anyone who wants to understand how they work. https://
3blue1brown.com/topics/neural-
networks
… Make sure you follow @abacusai
! There's a lot more coming this month!