Showing posts with label Machine Learning. Show all posts
Showing posts with label Machine Learning. Show all posts

Sunday, July 28, 2024

Free AI/ML LLM Fundamentals Course



Free AI/ML LLM Fundamentals Course
Save 1000s of dollars.
Bookmark this and follow the curriculum below.
You want to learn AI/ML LLM?
I have curated the Best FREE AI/ML roadmap that covers essential knowledge about maths, Python, NNs with hands-on projects Learning.

🙏 Help me spread the free courses! Kindly like, repost and comment! ♻️

Google Courses
https://www.cloudskillsboost.google/?qlcampaign=6y-in1-event-90

𝟭. 𝗠𝗮𝘁𝗵𝗲𝗺𝗮𝘁𝗶𝗰𝘀 𝗳𝗼𝗿 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
• Linear Algebra - 3Blue1Brown: https://lnkd.in/ejApha3z
• Immersive Linear Algebra: https://lnkd.in/ekaUs4Wz
• Linear Algebra - KA: https://lnkd.in/emCEHTq5
• Calculas - KA: https://lnkd.in/emCEHTq5
• Statistics and Probability - KA: https://lnkd.in/e6_SirMr

𝟮. 𝗣𝘆𝘁𝗵𝗼𝗻 𝗳𝗼𝗿 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
• Real Python: https://realpython.com
• Learn Python - freecodecamp: https://lnkd.in/ejfBftNf
• Python Data Science: https://lnkd.in/g4ZysfEe
• ML for Everybody: https://lnkd.in/ehR6xaGZ
• Intro to ML - udacity: https://lnkd.in/eVudd2Zm

𝟯. 𝗡𝗲𝘂𝗿𝗮𝗹 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀
• Neural Networks explained: https://lnkd.in/ehsg362K
• Deep Learning Crash Course: https://lnkd.in/edgfWdEv
• Practical Deep Learning - fast_ai: https://course.fast.ai
• PyTorch Tutorials: https://lnkd.in/dNUfmaCm

𝟰. 𝗡𝗮𝘁𝘂𝗿𝗮𝗹 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 (𝗡𝗟𝗣)
• RealPython - NLP with spaCy: https://lnkd.in/eqPbFf_d
• NLP Guide Kaggle: https://lnkd.in/eT2DsqdN
• Illustrated Word2vec by Jay: https://lnkd.in/e5wK5yg9
• PyTorch RNN from Scratch: https://lnkd.in/eJWj5fUH
• Understanding LSTMN: https://lnkd.in/ed9ZVBnf

𝟱. 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀
• ML Projects in Python: https://lnkd.in/eC_gG8WH
• Super Duper NLP Repo: notebooks.quantumstat.com

I hope you find this helpful.

Kindly Like, Repost & Comment, if you find it helpful.

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hashtag#ai hashtag#llm hashtag#machinelearning hashtag#datascience hashtag#developer

Monday, March 25, 2024

Free online courses from Nvidia



NVIDIA just released FREE online courses in AI.

Here are 5 courses you can't afford to miss:

__________

1. Generative AI Explained
What you'll learn:

• Generative AI and how it works.

• Various Generative AI applications.

• Challenges and opportunities in Generative AI
Link: https://lnkd.in/gTAJ-sKa
__________

2. Building A Brain in 10 Minutes
What you'll learn:

• Exploring how neural networks use data to learn

• Understanding the math behind a neuron

Link: https://lnkd.in/gvVrqwZF




__________




3. Augment your LLM with Retrieval Augmented Generation:




What you'll learn:




• Basics of Retrieval Augmented Generation

• RAG retrieval process

• NVIDIA AI Foundations and RAG model components

Link: https://lnkd.in/g8hYube9

__________

4. AI in the Data Center:

What you'll learn:

• AI use cases, Machine Learning, Deep Learning, and their workflows.

• GPU architecture and its impact on AI.

• Deep learning frameworks, and deployment considerations.

Link: https://lnkd.in/gvNzawxe
__________

5. Accelerate Data Science Workflows with Zero Code Changes:

What you'll learn:

• Learn benefits of unified CPU and GPU workflows

• GPU-accelerate data processing and ML without code changes

• Experience faster processing times

Link: https://lnkd.in/gRmxxVn8



𝐅𝐑𝐄𝐄 𝐨𝐧𝐥𝐢𝐧𝐞 𝐜𝐨𝐮𝐫𝐬𝐞𝐬 𝐢𝐧 𝐀𝐈 𝐲𝐨𝐮 𝐜𝐚𝐧'𝐭 𝐦𝐢𝐬𝐬 🔥

All courses can be found here: https://lnkd.in/dahEz8tx

1️⃣ Easily Develop Advanced 3D Layout Tools on NVIDIA Omniverse https://lnkd.in/dsXcjeV4


2️⃣ How to Build Custom 3D Scene Manipulator Tools on NVIDIA Omniverse https://lnkd.in/dhr6vKZY


3️⃣ AI in the Data Center

https://lnkd.in/d3DdNxq9


4️⃣ Building a Brain in 10 Minutes

https://lnkd.in/gtWMPJZK


5️⃣ Networking Introduction

https://lnkd.in/dTsJ9iDa


6️⃣ Mastering Recommender Systems https://lnkd.in/gXYVgvKg


7️⃣ Accelerate Data Science Workflows with Zero Code Changes https://lnkd.in/ghNhRjPg


8️⃣ Building RAG Agents with LLMs

https://lnkd.in/gZVuM679


9️⃣ Generative AI Explained

https://lnkd.in/gFxY6kZh


🔟 Augment your LLM Using Retrieval Augmented Generation https://lnkd.in/g87DCW_V

______

🤳 Contact us if you made a great AI tool to be featured: https://lnkd.in/d5VZ-W8H

_________




💡Share this knowledge with your network to help others.

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