#Rl Vs Deep Learning

Digital brain @alex2learn here is how we can make it with cluade ode 100% free #digitalbrain #graph #aiagents #ai #harisai

AI vs Machine Learning VS Deep Learning BREAKDOWN 😤 #ai #ml #tech #fyp

If you want to learn AI in 2026, here's where to start: First, build a strong foundation in machine learning before moving into deep learning. Begin with supervised methods like linear and logistic regression to understand optimization and decision boundaries, then explore KNN, Naive Bayes, decision trees, random forests, gradient boosting, and SVMs to see different modeling assumptions and performance trade-offs. Next, study unsupervised techniques such as k-means and hierarchical clustering, Gaussian mixture models, and dimensionality reduction methods like PCA, t-SNE, and UMAP to learn how structure can be discovered without labels. With this in mind, transition to deep learning by learning neural networks and autoencoders, then more specialized architectures like CNNs for vision, RNNs for sequences, transformers and LLMs for language, and diffusion models for generative tasks. This progression builds intuition step by step, from classical algorithms to modern AI systems. If you want to commit to learning AI, Join 7000+ Others in our Visually Explained AI Newsletter. It's easy to understand, with math included—it's also completely free. The link is in our bio 🔗. Join our AI community for more posts like this @aibutsimple 🤖 #machinelearning #deeplearning #statistics #computerscience #coding #mathematics #math #physics #science #education

99.9% of people in the world still don’t know how to use AI. This is the first step to learn how to get better results from it.

comment “brain” I’ll send you the PDF guide #explore #claude

The real difference between Machine Learning and Deep Learning.

Large Language Models (LLMs) such as ChatGPT are based on neural networks called transformers, an architecture built using multiple attention mechanisms and multilayer perceptrons (MLPs). These models process input text by learning context through self-attention mechanisms, which weighs the importance of each pair of words. This way, long sequences are no longer an issue. This contextual understanding is passed through MLPs, which learn the representations and patterns of the sequence. To generate text, the model generates a probability distribution of the next word; we choose the highest-probability word and keep predicting the next word, iterating to create a sentence or paragraph. C: 3blue1brown Join our AI community for more posts like this @aibutsimple 🤖 #neuralnetwork #llm #gpt #artificialintelligence #machinelearning #3blue1brown #deeplearning #neuralnetworks #datascience #python #ml #pythonprogramming #datascientist

here’s three papers that changed how i see machine learning. not just technically, but in how i think about building. alexnet showed me what a breakthrough looks like. dropout taught me the value of simplicity. and the atari RL paper made deep learning feel alive. if you’re starting out, these are where i’d begin. #study #viral #education #math #advice #university #studyhelp #cs #exam #leetcode #research #deeplearning #papers

Learning HOW to learn, is one of the most important skillsets of the next decade. Well, Google has a product called NotebookLM, that they released a few years ago, and have been steadily improving and iterating not he product since. It is one of THE very best AI learning tools, but it seems it flies heavily under the radar. I’ve talked about it in my content before, but I thought a dedicated video would be helpful to so many people out there. Make sure to share it with all of the students in your life, but I think everyone could make use of it. If you like this video, follow @rpn to stay two steps ahead on the incredibly disruption happening in tech and how to leverage it in content and business.

Machine learning cheat sheet #samaitechnologies #ai #machinelearning #cheatsheet #samaitech

Linear Regression Algorithm simple and easy Explanation. - by Peter Griffin . . . #linearregression #machinelearning #datascience #ai #artificialintelligence #mlalgorithm #regressionalgorithm #statistics #predictivemodeling #datamodeling #pythonprogramming #codinghumor #familyguy #petergriffin #funnyai #edutainment #techreels #learnwithfun #machinelearningmemes #dataanalysis #analytics #aiexplained #mlreels #reelsinstagram #techcontent #humortech #educationalreels

How to build a second brain with Claude and Obsidian #ai #tech