Phoenix AI Development
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✔️ LSTM vs CNN: A birds' eye view for the main cases for each!
✔️ Here is a list of the most helpful libraries in Python for different applications.
✔️‌ChatDoctor: A medical chat model fine-tuned on LLaMA using medical domain knowledge.

🔸 Paper
✔️ 10 YouTube videos for anyone starting with machine learning.

On libraries, algorithms, and tools:

1️⃣ Notebooks are a fantastic way to code, experiment, and communicate your results. Take a look at Corey Schafer fantastic 30-minute tutorial on Jupyter Notebooks.
https://m.youtube.com/watch?v=HW29067qVWk


2️⃣ The Pandas library is the gold standard to manipulate structured data. Check out Joe James "Pandas Tutorial. Intro to DataFrames."
https://m.youtube.com/watch?v=HW29067qVWk

3️⃣ Data visualization is key for anyone practicing machine learning.
Check out Blondiebytes's "Learn Matplotlib in 6 minutes" tutorial.
https://youtu.be/nzKy9GY12yo

4️⃣ Another trendy data visualization library is Seaborn. Derek Banas put together "Seaborn Tutorial 2020," which is highly recommend.
https://youtu.be/6GUZXDef2U0

5️⃣ Numpy is another Python library that you will use every single day.
Keith Galli's "Complete Python NumPy Tutorial" is a great start.
https://youtu.be/6GUZXDef2U0

6️⃣ One of the most basic algorithms that you can learn is Decision Trees.
Watch Josh Gordon's video where he builds a decision tree from scratch.
https://youtu.be/LDRbO9a6XPU

7️⃣ It's hard to talk about the Machine learning without touching on Neural Networks. Probably the best video out there that explains how neural networks work is 3blue1brown's:
https://m.youtube.com/watch?v=aircAruvnKk

8️⃣ Scikit-Learn is one of the most popular machine learning libraries out there. Simplilearn's "Scikit-Learn Tutorial" is a great place to start.
https://youtu.be/0Lt9w-BxKFQ

9️⃣ TensorFlow is the most popular deep learning library that's currently used in the industry. Here is a massive 7-hour tutorial of TensorFlow 2.0 produced by Free Code Camp.
https://youtu.be/tPYj3fFJGjk

🔟 Finally, a great way to start getting familiar with machine learning is the bite-sized recipes published by Google. This series is worth every minute. Playlist:
https://m.youtube.com/watch?v=cKxRvEZd3Mw&list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal
✔️ Mediapipe is an open-source framework for building pipelines to perform computer vision inference over arbitrary sensory data such as video or audio.

#computervision #ai #mediapipe #datascience
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Tools for Developers
#software #AI
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✔️Machine Learning algorithms for biomedical research 🔬
✔️High-income AI skills to learn in 2023
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✔️ 3 company tiers fuel AI revolution
#ai
#machinelearning
ChatGPT was already insane.

But AutoGPT is making the internet go crazy.

It’s an autonomous AI agent that completes tasks for you.
✔️ List of Generative AI tools

#generativeAI #chatGPT #BigData #Analytics #DataScience #AI 
✔️ Methods Need Data Normalization and Methods Not
✔️Top-Down Modeling

✔️Artificial Intelligence Reservoir Simulation and Modeling

✔️Video Link:
https://lnkd.in/dm3EpD9Q
☑️ Statistics is Machine Learning