My go to place for finding datasets and code snippets, also a great place for discussions.
I remember how hard it was to find resources for machine learning a couple of years ago.
Now we have so many of them, its impossible for you to not find what you're looking for.
Here are some of them 🧵
My go to place for finding datasets and code snippets, also a great place for discussions.
A collection of the latest and greatest research papers and the best part, a github repository with the code is included!
Guides, tutorials and articles on everything AI, Analytics, Big Data, Data Mining, Data Science, and Machine Learning.
Retweet the first tweet and follow @PrasoonPratham for more.
Regular content like this takes a lot of time to make and your support keeps me going!
More from Pratham
Do you want to learn the maths for machine learning but don't know where to start?
This thread is for you.
🧵👇
The guide that you will see below is based on resources that I came across, and some of my experiences over the past 2 years or so.
I use these resources and they will (hopefully) help you in understanding the theoretical aspects of machine learning very well.
Before diving into maths, I suggest first having solid programming skills in Python.
Read this thread for more
These are topics of math you'll have to focus on for machine learning👇
- Trigonometry & Algebra
These are the main pre-requisites for other topics on this list.
(There are other pre-requites but these are the most common)
- Linear Algebra
To manipulate and represent data.
- Calculus
To train and optimize your machine learning model, this is very important.
This thread is for you.
🧵👇
The guide that you will see below is based on resources that I came across, and some of my experiences over the past 2 years or so.
I use these resources and they will (hopefully) help you in understanding the theoretical aspects of machine learning very well.
Before diving into maths, I suggest first having solid programming skills in Python.
Read this thread for more
Are you planning to learn Python for machine learning this year?
— Pratham Prasoon (@PrasoonPratham) February 13, 2021
Here's everything you need to get started.
\U0001f9f5\U0001f447
These are topics of math you'll have to focus on for machine learning👇
- Trigonometry & Algebra
These are the main pre-requisites for other topics on this list.
(There are other pre-requites but these are the most common)
- Linear Algebra
To manipulate and represent data.
- Calculus
To train and optimize your machine learning model, this is very important.
More from Coding
5 amazing websites that will blow the mind of a developer. Definitely check them out
🧵👇🏻
1️⃣ Animation generator
- Dead simple visual tools to help you generate CSS for your projects.
🔗 https://t.co/IFmIEgDiVY
2️⃣ Neural Network Visualizer
- Deep playground is an interactive visualization of neural networks, written in TypeScript using d3.js.
🔗 https://t.co/mTAlFbJsOW
3️⃣ Blockchain Demo
- A visual demo of blockchain technology
🔗 https://t.co/I1RwxYcM1Z
4️⃣ Developer Roadmaps
- Step by step guides and paths to learn different tools or technologies
🔗 https://t.co/VSNPdG8jQR
🧵👇🏻
1️⃣ Animation generator
- Dead simple visual tools to help you generate CSS for your projects.
🔗 https://t.co/IFmIEgDiVY
2️⃣ Neural Network Visualizer
- Deep playground is an interactive visualization of neural networks, written in TypeScript using d3.js.
🔗 https://t.co/mTAlFbJsOW
3️⃣ Blockchain Demo
- A visual demo of blockchain technology
🔗 https://t.co/I1RwxYcM1Z
4️⃣ Developer Roadmaps
- Step by step guides and paths to learn different tools or technologies
🔗 https://t.co/VSNPdG8jQR
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Krugman is, of course, right about this. BUT, note that universities can do a lot to revitalize declining and rural regions.
See this thing that @lymanstoneky wrote:
And see this thing that I wrote:
And see this book that @JamesFallows wrote:
And see this other thing that I wrote:
One thing I've been noticing about responses to today's column is that many people still don't get how strong the forces behind regional divergence are, and how hard to reverse 1/ https://t.co/Ft2aH1NcQt
— Paul Krugman (@paulkrugman) November 20, 2018
See this thing that @lymanstoneky wrote:
And see this thing that I wrote:
And see this book that @JamesFallows wrote:
And see this other thing that I wrote: