Machine Learning
1297 Threads
Some techniques for optimizing inference speeds (without changing the model architecture): (1) Parallelization (2) Vectorization (3) Loop tiling (4) Operator fusion (5) Quantizati...
I changed my career from accounting to data science without ever using Kaggle. This was stupid. Don't make my mistake - use these awesome datasets to create compelling projects a...
The average tech worker's salary is $104,566 in the U.S. Here are 10 in-demand tech skills you can start learning today:
These 9 Machine Learning courses are completely free in 2022 1.Machine Learningโ Stanford University 2. K-Means Clustering in Pythonโ University of London 3. Introduction to Emb...
You gotta stop training machine learning models without creating a pipeline first. That's probably the most critical improvement you can introduce to your code today. Here is one...
[๐ง Training Large Language Models ๐ง ] In this video I walk you through 3 publicly shared LLM ๐ projects and the pain they experienced training them (๐ฟ๐ฟ๐ฟ): YT: https://t.co/d0T18NSj...
1/7 Bias-variance tradeoff is probably the single most important concept in all of machine learning. Thread: ๐งตโฌ๏ธ https://t.co/AzYfdk1kNV
Machine Learning students try more complex ML models when they wanna improve their results. So they miss the elephant in the room ๐ โ
A Data Science/ Machine Learning Roadmap ๐ฉ๐ ๐งต ๐
In the world of Large Language Models does deep learning really means deep pockets? // A thread // #NLP #ML #AI
High school #Mathematics โ foundation for #DataScience & #MachineLearning โhttps://t.co/r8pFdHMqPj โโโโโ #BigData #AI #DataScientists #Calculus #LinearAlgebra #Probability #Statist...
Here are 7 tools that will ease the labeling of Audio, Image, Video and Textual Data for your next Data Science Project: ๐งต
The First-Time Machine Learning Playbook. (Read this if you want to efficiently learn machine learning, avoid frustration from searching for resources, and build a career in ML.)...
I have created a document that contains 15 resources for: - Machine Learning ๐ - Python ๐ - Data Science ๐ข - Artificial Intelligence ๐ค - NLP ๐ฃ๏ธ - Open Source ๐ Access it now ๐
Five FREE Certifications which you can learn and add to your Resume ๐๐ฏ - Python - Chatbot Development - Machine Learning - NLP Thread ๐งต๐
Top 5 things that machine learning begineers generally get wrong. Time for a thread ๐งต๐
Interviews are always hard, and everyone does something different. I've interviewed many people for machine learning-related roles. My interview style has changed over the years....
I've shared tons of free/inexpensive material for learning data science and ML (and not just the basics). Combined, their value is easily greater than a $100k+ data science degree...
Paid courses completely failed to teach me how machine learning works. I used to just import scikit-learn and call model. fit. So I spent 6 months studying the most popular model...
90% of machine learning models never make it to production. That's depressing. And while most focus on making better predictions, here is something different you can do: 1 of 7
Earn while you Learn ๐ฐ ๐ธ Yes, you heard it right!! โ StackUp have brought a Machine Learning campaign with a $7000 reward pool. For registration details Continue reading ... ๐งต...
I got a couple of tags and DMs asking me what they can learn as a newbie in tech and how much they need to pay - I'll make this thread a one-stop shop for in demand skills and no,...
LEARN MACHINE LEARNING FOR FREE? 7 simple steps to #machinelearning success All resources 100% free! Have fun ๐ฅณ and Go get it ๐ช A Thread ๐งต #python #100daysofcode #bigdata #ai #Dat...
Here is a confusion matrix. I spend a lot of time looking at it: This table is a goldmine of clues to improve a model! But there's something you can't see in this picture that I...