Learning MachineLearning @aimldata
Learn and Teach | 〰️Everything Compounds〰️ Joined December 2018-
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Should data scientists and applied statisticians put in the huge amount of effort needed to learn measure theory? After years of searching, I finally found the answer in this book. Read on if you're curious.
Getting Data Visualization Right (hints and guide) How to choose just the right type of data visualization for comparison, composition, distribution and relationship. smashingmagazine.com/2023/01/guide-…
Many people struggle to understand #Bayesian updating! So I made this super cool #Python @matplotlib #educational, interactive dashboard. Given a positive test, '+', what is the probability that the an 'Event' is happening? Change the probability of the event, P(Event), true…
My 22-year old coaching client landed a new-grad Machine Learning job at a NYC startup that pays $175k per year 🎉 ($120k base, $40k stock, $15k annual bonus) Here's the 17 interview questions they were asked: (how many of these could you answer?)
9 Distance Measures in data science with algorithms. via: @gp_pulipaka
We can’t overstate how important DATA VISUALIZATION and STORYTELLING is to data analysis and business intelligence 😊. So here are the best 8 pdfs on DATA VIZ. n STORYTELLING. drive.google.com/drive/folders/… Kindly retweet and follow me for more. Check ⬇️for extra 😉
Machine learning systems, explained. Comic v/@xkcd
Check 25 Best Python Online Resources-> mltut.com/best-python-co… #DataScientist #Programming #Coding #100DaysofCode #SQL #Python #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #TensorFlow #AI #AINews #SQLtrain #SQLServer #Statistics #TensorFlow #pandas
💡 Here's an amazing list of Python libraries and frameworks! hubs.la/Q01VKPbX0 #Python #DataScience
Best Websites for Practicing your Skills: ☑️ Python ➟ hackerrank .com ☑️ SQL ➟ sqlzoo .net ☑️ Data Structures & Algorithms ➟ Leetcode .com ☑️ Data Visualization ➟ jovian. ml ☑️ Machine Learning ➟ Kaggle .com ☑️ Mathematics ➟ desmos .com
“Transformers from scratch” by Brandon Rohrer 🤖 This is one of the best write ups, that starts from 0 and explains every single detail of the model architecture. Even if you need a refresher or don’t, I would still highly recommend reading it: e2eml.school/transformers.h…
The best tutorials on building LLM powered applications 📚 @GregKamradt is an incredible teacher of @LangChainAI: ✅ Top down & applied series ✅ Amazing teaching style ✅ Very practical examples youtube.com/playlist?list=…
Next week I’ll be releasing an open source repo that shows you how to build an AI coding agent. It will be relatively basic, but I’ll continue to add “levels” that add features and complexity. The goal is to teach people how to build GPT-4 agents for coding & other tasks.
Where do circles, ellipses, hyperbolas, and parabolas like to hang out in the summer? Coney Island! You can make many different shapes by pointing a light cone onto a flat surface. They might look different but have many common properties. Learn more at math.fit/conics
Statistics is one of the most important skills for a Data Scientist But understanding the concepts, especially the practical use cases is really difficult. Here is the best way to learn statistics for data science with use cases in an interactive way: 🧵👇
The tiniest implementations of Linear Regression, Logistic Regression, KNN, PCA & KMeans:
If you're not using AI, you're falling behind in 2023. Use these 13 new AI websites to get more done and reduce work hours:
All these ChatGPT-4 threads are a joke. The best AI writing prompts aren't 1 sentence. That's like having a Ferrari and driving it 5 mph. Here's a 60-second masterclass on how to create prompts like a virtuoso writer:
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4K Followers 3K Following 🐢 The #Testing framework for #AI models. Protect your company against biases, performance issues & security vulnerabilities in AI models. In 10 lines of code.
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If you had visited the Robotics Lab at IIT Madras at night in 2013, there’s a good chance you would have tripped over Swapnil Jain or Tarun Mehta asleep on the floor. A decade later, both own beds and have defined India’s electric two wheeler industry. This is their story 🧵
If you surround yourself with only people who make you better…you’ll probably get better than you are. And if you’re that rare combination of ambitious yet humble - you may even get better than they are.
Should data scientists and applied statisticians put in the huge amount of effort needed to learn measure theory? After years of searching, I finally found the answer in this book. Read on if you're curious.
Getting Data Visualization Right (hints and guide) How to choose just the right type of data visualization for comparison, composition, distribution and relationship. smashingmagazine.com/2023/01/guide-…
Many people struggle to understand #Bayesian updating! So I made this super cool #Python @matplotlib #educational, interactive dashboard. Given a positive test, '+', what is the probability that the an 'Event' is happening? Change the probability of the event, P(Event), true…
R² is a widely used measure of fit, but for many analysts, it is just a number. They believe high R² ➡ Good predictions. This is not always true! Now I will clarify. 🔽 R-squared…
This is one of the best sports ads I've ever seen…watch until the end 🔥
9 Distance Measures in data science with algorithms. via: @gp_pulipaka
Amazing data visualization on ‘A Day in the Life of Americans'. Credit @alexxubyte
Happy 20th my sweet Jackie! Your “I do” was the best gift of my life. My heart has been yours since the first second I saw you and I love and appreciate your devoted soul more and more each day. Us. The kids. Lets keep going and going babe. Lots of love to give you. Always.
Amazing data visualization on ‘A Day in the Life of Americans'. Each dot represents a person and a color represents an activity. 1,000 individuals were surveyed. Subscribe to our weekly newsletter to get a Free System Design PDF: bit.ly/42Ex9oZ
1. If your eyes follow the movement of the rotating pink dot, you will only see one color, pink. 2. Green Catastrophe: If you stare at the black + in the center, the moving dot turns to green. 3. Reality Shatter: Now, concentrate on the black + in the center of the picture.…
i dont think hank green understands that he will be fully and extraordinarily healed, there are no other options.
“Transformers from scratch” by Brandon Rohrer 🤖 This is one of the best write ups, that starts from 0 and explains every single detail of the model architecture. Even if you need a refresher or don’t, I would still highly recommend reading it: e2eml.school/transformers.h…
The best tutorials on building LLM powered applications 📚 @GregKamradt is an incredible teacher of @LangChainAI: ✅ Top down & applied series ✅ Amazing teaching style ✅ Very practical examples youtube.com/playlist?list=…
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