Machine Learning
1297 Threads
#Data Type Guide #5G #100DaysOfCode #AI #Analytics #ArtificialIntelligence #BigData #Cloud #DataScience #IoT #MachineLearning #ML #NLP #OpenSource #Python #Serverless #TScottClend...
Five must-know libraries for Machine Learning projects along with FREE tutorials. (A thread) π§΅π
What are the most intriguing areas of deep learning? Let's use the examples of the biggest AI labs in the world. What do they believe is key to the near future of AI? 7 companies...
Man --> Woman; King --> ? Queen! Easy? Not so easy to have a machine figure that! . . The machine must 'learn' semantics of words - their meanings and relationships. . . Prior to...
I realize I didn't do a good job discussing this. Here's an example of the KS false positive problem in the ML pipeline setting: suppose I have 1 feature, age, computed from differ...
Imagine building the fastest electric car engine on Earth ποΈ... ... and installing a broken battery. Your car wouldn't move, would it? The same applies to your Machine Learning m...
Most data scientists use linear/logistic regression to figure out which features are important in a dataset. I almost never do this. Instead, I generally use leave-one-out featur...
NLP is one of the hottest field in Machine Learning today π₯ Learn how to land a high paying job as an NLP engineer π π§΅π
Alright well I guess I gotta rewrite my draft for my big "AI content generation: What's next?" post. Thanks guys. π Can we just pause the advances until I get this stuff out? https...
How to analyze, visualize and use alpha from the feature? 𧡠I would like to show you methods for analyzing some features that you will find in the data. Everything is used in pra...
Love using Jupyter notebooks, but after a while, they look like a total mess? π΅βπ« What if I told you there is a quick, simple, and efficient way to make them tidy and shiny? Thes...
ML Engineers, STOP USING ONE-HOT ENCODING Why say no to one-hot encoding? (A thread) π§΅π
Acing Data Science and ML interviews can be tough. Here are 4 interview preparation tips you can apply in advance to stand out from competitors π π§΅
Meta just released a tool called AITemplate, which is an optimized, cross-GPU solution for accelerating machine learning. Near as I can tell, this is a bit like OpenGL but for ML,...
Here is a simple machine learning model. One of the classics. If you are new, let's go together line by line and understand what's happening here: 1 of 20 https://t.co/RHuDMkDSIP
"The best way to improve a Machine Learning model is to add more features to the input data." You have read this sentence 100x times. But is it true for real-world projects? π€ ββ...
AI and ML releases of this week you should know about. 1. @HuggingFace and @ServiceNowRSRCH BigCode, a project aiming to build large language models for coding You can join the p...
[New Article] How diffusion models work: the math from scratch Diffusion models are a new class of state-of-the-art generative models that generate diverse high-resolution images....
Getting hands-on experience is the fastest way to become a machine learning engineer. 5 FREE websites that'll put you ahead of 90% of aspirants. (A thread) π§΅π
The latest ML Research of this week. New models and techniques from @MetaAI, @MSFTResearch, @AmazonScience and @GoogleAI. Text-to-video synthesis, RL agents, Alexaβs interactive...
Use these 7 free online certificate courses to drastically boost your CV and career prospects β Google IT Automation with Python Professional Certificate β Machine Learning Super...
Are you looking to learn statistics/mathematics, SQL/NoSQL, or advanced machine learning??π€π€ then, here's a thread of threads with the resourcesπ π§΅π
College completely failed to teach me data analysis outside Excel. So I spent over 5,000 hours learning Python. Then, I picked the 16 best libraries for machine learning and data...
Top 5 Things I Learned while working as a Data Scientist. (A thread) ππ§΅