Akshay 🚀 @akshay_pachaar Twitter profile | Pikagi

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Akshay 🚀

@akshay_pachaar

139,241

Followers

419

Following

2,241

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13,389

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Simplifying LLMs, MLOps, Python & Machine Learning for you! • AI Engineering @LightningAI • Lead DataScientist • BITS Pilani • 3 Patents

Learn AI Engineering 👉

https://t.co/9u1xb0rFBJ

Joined July 2012

Don't wanna be here? Send us removal request.

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

6 months

My lecture at MIT!✨ From Physics to Linear Algebra & Machine learning, I have learned a lot from MIT! Yesterday, I had the honour of delivering a guest lecture on The state of AI Engineering, exploring: - Prompt Engineering - Retrieval Augmented Generation. - Fine-Tuning…

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

11 months

I've been coding in Python for 8 years now. ⏳ If I were to start over again in 2023, here's a roadmap: 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

10 months

Harvard university is offering FREE world class education in Data Science! Courses cover: - Python - Data Visualization - Probability - Statistics - Machine Learning - Data Science: Capstone A project-based pedagogy that allows you to learn while building! 🚀 Read more!👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

Become a Microsoft Certified Data Analyst🧑‍🎓 Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

3 months

I recently landed my job as an AI Engineer! Here's a roadmap for those starting today:

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

GPT implemented using NumPy in like 60 lines of code! 🔥 Let me break it down for to you in this thread: 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

10 months

Microsoft is offering FREE courses in following areas: - AI - IOT - Data Science - Machine Learning A project-based pedagogy that allows you to learn while building! 🚀 Read More ...👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

MIT offers free courses in following areas: - Python - Machine Learning - Deep Learning - Probability & Statistics - Linear Algebra A comprehensive curriculum where you get to learn from the best! Read more 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

6 months

I have been coding in Python for 8 years now.⏳ Here are 7️⃣ amazing Python libraries not known to many...👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

I have been coding in Python for 8 years now. ⏳ Here's a roadmap to Master Python! 🚀 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 months

Eigenvalues & Eigenvectors clearly explained:

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Don't pay ridiculous amount of money to learn Python, Machine Learning & Data Science. The likes of Google, Microsoft & Top universities like Harvard, Stanford & MIT are offering these for FREE 🙌 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Harvard university is offering FREE world class education in Data Science! Courses cover: - Python - Data Visualization - Probability - Statistics - Machine Learning - Data Science: Capstone A project-based pedagogy that allows you to learn while building! 🚀 Read more 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

8 months

Harvard university is offering FREE world class education in Data Science! Courses cover: - Python - Data Visualization - Probability - Statistics - Machine Learning - Data Science: Capstone A project-based pedagogy that allows you to learn while building! 🚀 Read more!👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

8 months

Python is powerful! 🔥 You can download a YouTube video in like 5 lines of Code! 🚀 Check this out 👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

3 months

How LLMs work, clearly explained:

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

5 months

I have been coding in Python for 8 years now. ⏳ If I were to start over in 2024, here's a roadmap: 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

I started my career in Data Science back in 2016. Here's a list of courses that I took!! 🧵👇🏻

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

Want to become an expert 𝘿𝙖𝙩𝙖 𝘼𝙣𝙖𝙡𝙮𝙨𝙩 ? 📊 Here's a list of courses for you 📚 🧵 👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 months

Microsoft has launched one of the most comprehensive course on Generative AI! This course is 18 lessons, where each lesson covers its own topic so start wherever you would like! Lessons are labeled either "Learn" lessons explaining a Generative AI concept or "Build" lessons…

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

I have been coding in Python for 8 years now. ⏳ Here's a roadmap to Master Python! 🚀 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

I have been coding in Python for 8 years now. ⏳ Here's a roadmap to Master Python! 🚀 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

11 months

Stanford offers FREE Data Science Education! World-class courses on: - Machine Learning - Computer Vision - Statistical Learning - Graph Neural Networks - Reinforcement Learning - Natural language processing (NLP) Read more 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Microsoft is offering FREE courses in following areas: - AI - IOT - Data Science - Machine Learning A project-based pedagogy that allows you to learn while building! 🚀 Read More 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

5 months

Eigenvalues & Eigenvectors clearly explained! The concept of eigenvalues & eigenvectors is widely known yet poorly understood! Today, I'll clearly explain their meaning & significance. Let's go! 🚀

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

Beginner friendly Data Analysis Projects with code. 🧑‍💻 💫 All in Python 🐍 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

A Data Science/ Machine Learning Roadmap 🚩🚀 🧵 👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

7 months

I have been coding in Python for 8 years now. ⏳ If I were to start over today, here's a roadmap: 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Python is powerful! 🔥 You can download a YouTube video in like 5 lines of code 🚀 Check this out 👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

9 months

Stanford offers FREE Data Science Education! World-class courses on: - Machine Learning - Computer Vision - Statistical Learning - Graph Neural Networks - Reinforcement Learning - Natural language processing (NLP) Read more ...👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Google has created a Generative AI learning path with 9 FREE courses! Topics cover: - Intro to LLMs - Attention Mechanism - Image Generation/Captioning - Intro to Responsible AI From the fundamentals of LLMs to creating & deploying generative AI solutions! 🚀 Read more 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Master Excel for FREE!! 🚀 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

Mastery over 𝑬𝒙𝒄𝒆𝒍 always pays off 🚀 Top free resources for 𝑫𝒂𝒕𝒂 𝑨𝒏𝒂𝒍𝒚𝒕𝒊𝒄𝒔 using 𝑬𝒙𝒄𝒆𝒍 📊 A Thread 🧵👇

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Akshay 🚀

@akshay_pachaar

2 years

I started my career in Data Science back in 2016. Here's a list of Books that I have read/referred 📚 🧵👇🏻

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

25 days

Let's build a RAG app using MetaAI's Llama-3 (100% local):

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Become a Microsoft Certified Data Scientist🧑‍🎓 Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

6 months

I started my career in Data Science back in 2016 ⏳ Here's a list of Tech YouTube Channels I've ardently followed...👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

11 months

I have been coding in Python for 8 years now.⏳ Here are 7️⃣ amazing Python libraries not known to many! A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

Machine Learning projects to boost your portfolio 🚀 🧵 👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Microsoft is offering FREE courses in following areas: - AI - IOT - Data Science - Machine Learning A project-based pedagogy that allows you to learn while building! 🚀 Read More 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

11 months

Microsoft & LinkedIn just released a professional certificate in Generative AI! It's FREE & comes in 5 course: - Introduction to AI. - What is Generative AI. - The evolution of Search. 🔍 - Streamline you work w/t Bing Chat. - Ethics in the Age of Generative AI. Read more 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

Remove Background of an Image using Python 🐍 💫 Find Jupyter 📒 in 2nd Tweet. Try yourself 👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

I have been coding in Python for 8 years now. ⏳ Here's a roadmap to Master Python! 🚀 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

I started my career in Data Science back in 2016. Here's a list of Tech YouTube Channels I've ardently followed!! ✅ A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

🔴 LaTeX for Python 🐍 🟡 Maths descriptions for functions 🟢 Jupyter Notebook 📒 in 2nd Tweet 💫 It's a powerful tool for documenting your code 🚀 Check this out 👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Become a Microsoft Certified Data Analyst🧑‍🎓 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

5 months

This Python library is so powerful! 🔥 Introducing pix2tex! 🚀 Now you can convert images of equations into LaTeX in just 5 lines of code!👇 from PIL import Image from pix2tex.cli import LatexOCR img = Image. open('path/to/image.png') model = LatexOCR() print(model(img))…

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Become a Google Certified Data Scientist for FREE!! 🧑‍🎓 A Thread 🧵👇🏻

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

11 months

Businesses need data analysis more than ever! Microsoft offers a highly practical & hands-on roadmap to become a skilled Data Analyst! 🧑‍🎓 You will learn: - Story telling - Data modeling - Data visualization - Decision making - Data analysis in Power BI A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

6 months

Microsoft is offering FREE courses in following areas: - AI - IOT - Data Science - Machine Learning A project-based pedagogy that allows you to learn while building! 🚀 Read More ...👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

7 months

Linear Regression clearly Explained! Linear Regression models relationship between a dependant variable (y) & two or more independent variables (x1, x2 ...) ❗️For the sake of simplicity we discuss linear regression with a single independent variable. Mathematical…

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Akshay 🚀

@akshay_pachaar

2 years

SQL is a must have skill for a Data Scientist ✅ Learning Databases with MySQL and earning cash rewards on the way 💸 💰 A Thread 🧵↓

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Akshay 🚀

@akshay_pachaar

7 months

Arguably, the best Linear Algebra course out there. It's Free! Taught by MIT's legendary Professor Gilbert Strang. Build a strong foundation in mathematics for machine learning! Check this out👇

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Akshay 🚀

@akshay_pachaar

1 month

5 GitHub repositories that will give you superpowers as an AI/ML Engineer:

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

Top AI/ Machine Learning books for those who like to read 📚 🧵 👇

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Akshay 🚀

@akshay_pachaar

8 months

I started my career in Data Science back in 2016 ⏳ Being self-taught, I came across several courses and books, but these are some of my favourites! 📚 1️⃣ ISL Tested by time and read by millions, the bible for statistical & classical machine learning. Mathematical concepts…

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Akshay 🚀

@akshay_pachaar

1 year

I have been coding in Python for 8 years now ⏳ Here are 7️⃣ amazing Python libraries not known to many! A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

I started my career in Data Science back in 2016. Here's a list of top Blogs/Newsletters that helped me keep up the pace 🚀

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Akshay 🚀

@akshay_pachaar

2 months

Machine Learning cheatsheets form Stanford's CS 229:

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Introducing PivotTableJS 🚀 𝐏𝐢𝐯𝐨𝐭𝐓𝐚𝐛𝐥𝐞𝐉𝐒 lets you interactively analyse your data in Jupyter Notebooks without any code 🔥 Check this out👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

An essential tool for a Data Analyst is Tableau. 📊 Master Tableau for FREE!! 🚀 A Thread 🧵👇

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Akshay 🚀

@akshay_pachaar

7 months

100k is not far!! ✨ And we are back with a giveaway! 🙌 To make it extra special, in addition to the books, my favorite keyboard, the Logitech MX Keys is also up for grabs! 🔥 I'll be giving 7 followers the item of their choice!! 📚 This is how you can participate: 1. Like…

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Akshay 🚀

@akshay_pachaar

9 months

Linear Regression clearly Explained!🚀 Linear Regression models relationship between a dependant variable (y) & two or more independent variables (x1, x2 ...) ❗️For the sake of simplicity we discuss linear regression with a single independent variable. Mathematical…

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Akshay 🚀

@akshay_pachaar

3 months

Bayes' Theorem clearly explained:

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

I started my career in Data Science back in 2016. Here's a list of courses that I took!! A Thread 🧵👇🏻

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Akshay 🚀

@akshay_pachaar

1 year

I started my career in Data Science back in 2016 ⏳ Here's a detailed roadmap to learn Data Science/ Machine Learning in 2023! ✨ -- A Thread --

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Akshay 🚀

@akshay_pachaar

2 years

🔝 YouTube Channels for Python/ Data Science ✅ 🚀 🧵 👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

10 months

MIT offers free courses in following areas: - Python - Machine Learning - Deep Learning - Probability & Statistics - Linear Algebra A comprehensive curriculum where you get to learn from the best! Read more...👇

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Akshay 🚀

@akshay_pachaar

1 year

K-Means has two major problems: - Number of clusters must be known - Doesn't handle outliers But there's a solution! Introducing DBSCAN, a Density based clustering algorithm. 🚀 Read more 🧵👇

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Akshay 🚀

@akshay_pachaar

6 months

Understanding execution order of SQL queries! Before you can optimize SQL queries, you must understand their order of execution! The order of execution is different from how you write it, here's the actual order: 1️⃣ FROM: Determines the tables of interest 2️⃣ JOIN: Joins the…

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Akshay 🚀

@akshay_pachaar

2 years

🔝 Free Data Science/ Machine Learning courses by the likes of MIT, Harvard, Stanford ... 🔥 🧵 👇

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Akshay 🚀

@akshay_pachaar

1 year

Become a Microsoft Certified Data Analyst🧑‍🎓 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

10 months

If you want to learn Data Science & ML from first principles, this platform is an absolute goldmine! Highly engaging interactive learning material on: - Python - Data Science - Machine Learning - Mathematics for ML Here's what you need to know: 👇

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Akshay 🚀

@akshay_pachaar

1 year

I started my career in Data Science back in 2016 ⏳ Some great Books that have helped me during this journey! 📚 A Thread 🧵👇

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Akshay 🚀

@akshay_pachaar

2 months

Object oriented programming in Python, clearly explained:

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Akshay 🚀

@akshay_pachaar

1 year

Master Excel for FREE!! 🚀 A Thread 🧵👇

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Akshay 🚀

@akshay_pachaar

6 months

MIT offers free courses in following areas: - Python - Machine Learning - Deep Learning - Probability & Statistics - Linear Algebra A comprehensive curriculum where you get to learn from the best! Read more...👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Python is Powerful 🔥 Learn how to extract Tables from PDF & load it as a Pandas df 🐼 Check this out 👇

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Akshay 🚀

@akshay_pachaar

1 year

PCA from scratch using Python 🔥 Principal Component Analysis is a powerful technique for dimensionality reduction and data visualisation. -- step by step explanation with code -- A Thread 🧵👇

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Akshay 🚀

@akshay_pachaar

1 year

We've all dealt with activation functions while working with neural nets. - Sigmoid - Tanh - ReLu & Leaky ReLu - Gelu Ever wondered why they are so important❓🤔 Let me explain it to you in this 🧵👇

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Akshay 🚀

@akshay_pachaar

10 months

Python is Powerful 🔥 Learn how to extract Tables from PDF & load it as a Pandas df 🐼 Check this out 👇

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Akshay 🚀

@akshay_pachaar

4 months

5 GitHub repositories that will give you superpowers as an AI/ML Engineer:

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Python is powerful! 🔥 Remove Background of an Image in just 5 lines of code! 🚀 Try yourself! 👇

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Akshay 🚀

@akshay_pachaar

2 years

Understanding different roles in data science; Who does what? A thread 🧵 👇

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Akshay 🚀

@akshay_pachaar

5 months

Mathematics for Deep Learning! A comprehensive guide covering: - Calculus - Linear Algebra - Probability Theory Set yourself on the path towards a deep understanding of deep learning. Link in the next tweet!

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Akshay 🚀

@akshay_pachaar

14 days

Looking for an open source OCR solution, try Surya! Surya is a document OCR toolkit that does: - OCR in 90+ languages - Line-level text detection in any language - Reading order detection - Layout analysis (table, image, header, etc detection) Pretty much everything you need…

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Akshay 🚀

@akshay_pachaar

1 month

Let's build a "Chat with your docs" RAG application, step-by-step:

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

5 months

Harvard university is offering FREE world class education in Data Science! Courses cover: - Python - Data Visualization - Probability - Statistics - Machine Learning - Data Science: Capstone A project-based pedagogy that allows you to learn while building! 🚀 Read more!👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

9 months

A strong foundation in Mathematics can help you excel in the field of Data Science! Today, I'll share some top FREE resources on Maths for ML. Topics cover: - Linear Algebra - Calculus - Prob/Stats - Applied Bayesian Modeling - Probabilistic Machine Learning Let's go! 🚀

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

I started my career in Data Science back in 2016 ⏳ Here's a detailed roadmap for those starting out today! What's covered: - Python - Machine Learning - Maths for ML - ML Books - MLOps - LLMs A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

27 days

Let's implement & train this neural network step-by-step, from scratch using PyTorch! 1/n

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

Arguably, the best linear algebra course out there. It's Free! Taught by MIT's legendary Professor Gilbert Strang. Build a strong foundation in mathematics for machine learning! Check this 👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

I started my career in Data Science back in 2016. ⏳ Today, I am sharing some valuable resources that have helped me during this journey! Includes: - Courses - Books - A Python roadmap - Blogs/Newsletters - MLOps resources Read more 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

10 days

I have been coding in Python for 8 years now. ⏳ If I were to start over today, here's a roadmap...👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

9 months

Here are 9 ML algorithms that you should master. 1️⃣Transformers: Transformers led to the LLMs revolution we see today, they leverage attention mechanisms to process input data in parallel, providing swift and efficient training. BERT and GPT are some popular architectures.…

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

8 months

I started my career in Data Science back in 2016 ⏳ Here's a roadmap for those starting out today:

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

I started my career in Data Science back in 2016 ⏳ Here's a detailed roadmap to learn Data Science/ Machine Learning in 2023! ✨ -- A Thread --

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

2 years

Become a Google Certified Data Analyst🧑‍🎓 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

1 year

I started my career in Data Science back in 2016. Here's a List of Python/ Machine Learning libraries I would urge you to master!! 🚀 A Thread 🧵👇

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@akshay_pachaar

Akshay 🚀

@akshay_pachaar

4 months

Lambda functions in Python clearly explained:

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