I Derived Free Energy of Neural Networks & Here is How
CompuFlair
I Derived Free Energy of Neural Networks & Here is How
13:54
Most Neural Network Training Is Wasted - Here’s the Physics Reason
CompuFlair
Most Neural Network Training Is Wasted - Here’s the Physics Reason
13:42
This Physics-Inspired Microscope Reveals the Hidden Neural Network Geometry
CompuFlair
This Physics-Inspired Microscope Reveals the Hidden Neural Network Geometry
15:04
I Built a Mini "iPhone" Image Recognition AI Model in One Day & no GPU
CompuFlair
I Built a Mini "iPhone" Image Recognition AI Model in One Day & no GPU
18:58
I Built a Mini "GPT DALL-E" in One Day On a Laptop without GPU
CompuFlair
I Built a Mini "GPT DALL-E" in One Day On a Laptop without GPU
11:50
Machine Learning Explained from One Equation | Ep1. Predict House Prices with Linear Regression
CompuFlair
Machine Learning Explained from One Equation | Ep1. Predict House Prices with Linear Regression
32:22
This Quantum Concept Helped Me Understand Machine Learning [KMeans & Gaussian Mixture]
CompuFlair
This Quantum Concept Helped Me Understand Machine Learning [KMeans & Gaussian Mixture]
11:22
The 'Time Reversal' of Machine Learning [Decision tree]
CompuFlair
The 'Time Reversal' of Machine Learning [Decision tree]
12:39
Can We Use Physics's "Symmetries" in Machine Learning? [K-Nearest Neighbors (KNN)]
CompuFlair
Can We Use Physics's "Symmetries" in Machine Learning? [K-Nearest Neighbors (KNN)]
12:18
The Physics in a Coffee Cup can Predict in Machine Learning [Kernels in Machine Learning]
CompuFlair
The Physics in a Coffee Cup can Predict in Machine Learning [Kernels in Machine Learning]
9:44
Is Nature's Approach Next Machine Learning Breakthrough? [Support Vector Machine (SVM)]
CompuFlair
Is Nature's Approach Next Machine Learning Breakthrough? [Support Vector Machine (SVM)]
9:38
The "Quantum Statistics" of Machine Learning [Multinomial Logistic Regression]
CompuFlair
The "Quantum Statistics" of Machine Learning [Multinomial Logistic Regression]
8:59
The "Energy Levels" of Machine Learning [Logistic Regression]
CompuFlair
The "Energy Levels" of Machine Learning [Logistic Regression]
9:49
The "Quantum Interactions" of Machine Learning [Polynomial Regression]
CompuFlair
The "Quantum Interactions" of Machine Learning [Polynomial Regression]
11:04
The physics dualities of machine learning [Probabilistic basis of ML]
CompuFlair
The physics dualities of machine learning [Probabilistic basis of ML]
11:02
𝐊𝐚𝐠𝐠𝐥𝐞 𝐇𝐨𝐮𝐬𝐞 𝐏𝐫𝐢𝐜𝐞 𝐏𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐨𝐧 𝐍𝐨𝐭𝐞𝐛𝐨𝐨𝐤 #machinelearning
CompuFlair
𝐊𝐚𝐠𝐠𝐥𝐞 𝐇𝐨𝐮𝐬𝐞 𝐏𝐫𝐢𝐜𝐞 𝐏𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐨𝐧 𝐍𝐨𝐭𝐞𝐛𝐨𝐨𝐤 #machinelearning
0:54
How do we find the (N, V, E) set in machine learning? [Feature Engineering and Selection]
CompuFlair
How do we find the (N, V, E) set in machine learning? [Feature Engineering and Selection]
12:12
The Lagrange Multiplier “Method” of Machine Learning [Regularization]
CompuFlair
The Lagrange Multiplier “Method” of Machine Learning [Regularization]
8:37
The Heisenberg "Principle" of Machine Learning [Bias Variance TradeOff]
CompuFlair
The Heisenberg "Principle" of Machine Learning [Bias Variance TradeOff]
8:10
How AI is trained? Gradient Descent Method #physics #datascience
CompuFlair
How AI is trained? Gradient Descent Method #physics #datascience
1:00
How are AI models trained?
CompuFlair
How are AI models trained?
1:00
How a 19th Century Math Idea Powers Today's AI Like ChatGPT!
CompuFlair
How a 19th Century Math Idea Powers Today's AI Like ChatGPT!
0:59
How does Gradient Descent work? [Gradient Descent]
CompuFlair
How does Gradient Descent work? [Gradient Descent]
7:28
Physic's Inspired Residual Sum of Squares [RSS]
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Physic's Inspired Residual Sum of Squares [RSS]
10:14
How Entropy Becomes the Loss Function of Linear Regression [Loss Function]
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How Entropy Becomes the Loss Function of Linear Regression [Loss Function]
7:33
How the Canonical Ensemble Becomes Linear Regression [Linear Regression]
CompuFlair
How the Canonical Ensemble Becomes Linear Regression [Linear Regression]
8:07
Where would I look for data science jobs? #datascience #physics
CompuFlair
Where would I look for data science jobs? #datascience #physics
1:00
My preferred method to respond to behavioral interviews in data science #datascience #physics
CompuFlair
My preferred method to respond to behavioral interviews in data science #datascience #physics
1:00
Get hired by documenting data science portfolio projects this way #datascience #physics
CompuFlair
Get hired by documenting data science portfolio projects this way #datascience #physics
1:00
Must-Have Skills to Become an ML Engineer #datascience #physics
CompuFlair
Must-Have Skills to Become an ML Engineer #datascience #physics
0:59
Ever wondered how to become a Machine Learning Scientist? #datascience #physics
CompuFlair
Ever wondered how to become a Machine Learning Scientist? #datascience #physics
1:00
Here are commonly asked interview questions in data science #datascience #physics
CompuFlair
Here are commonly asked interview questions in data science #datascience #physics
0:58
How I Build a Data Science Portfolio that Stands Out #datascience #physics
CompuFlair
How I Build a Data Science Portfolio that Stands Out #datascience #physics
0:59
These tips boosted my SQL for data science! #datascience #physics
CompuFlair
These tips boosted my SQL for data science! #datascience #physics
0:52
Curious about how much a data scientist make? #datascience #physics
CompuFlair
Curious about how much a data scientist make? #datascience #physics
0:59
Are you making these common mistakes when searching for data science jobs? #datascience #physics
CompuFlair
Are you making these common mistakes when searching for data science jobs? #datascience #physics
0:59
Tips for Data Science Interviews! #datascience #physics
CompuFlair
Tips for Data Science Interviews! #datascience #physics
0:59
Ready to become a Data Scientist in 2025? #datascience #careergoals #physics
CompuFlair
Ready to become a Data Scientist in 2025? #datascience #careergoals #physics
0:52
🔍 Do you know what data science is? #datascience #physics
CompuFlair
🔍 Do you know what data science is? #datascience #physics
0:56
the essential skill every data scientist needs: Data Cleaning!
CompuFlair
the essential skill every data scientist needs: Data Cleaning!
0:56
How to learn machine learning in 2025 #machinelearning #datascience #physics
CompuFlair
How to learn machine learning in 2025 #machinelearning #datascience #physics
1:00
This Deep Neural Network Mimics Liquid-Gas Transition in Physics
CompuFlair
This Deep Neural Network Mimics Liquid-Gas Transition in Physics
14:44
How physics helps an AI agent pass a frozen lake [Monte Carlo Reinforcement Learning]
CompuFlair
How physics helps an AI agent pass a frozen lake [Monte Carlo Reinforcement Learning]
15:15
The Incredible Physics Behind AI Playing Agents: From Newton to Reinforcement Learning
CompuFlair
The Incredible Physics Behind AI Playing Agents: From Newton to Reinforcement Learning
13:34
How Hidden Data Powers Generative AI: Inside the Latent Space Revolution
CompuFlair
How Hidden Data Powers Generative AI: Inside the Latent Space Revolution
16:23
AI Unlocks the Secrets of Black Holes!
CompuFlair
AI Unlocks the Secrets of Black Holes!
14:27
The Incredible Physics Behind AI Images: How DALL-E, Imagen, and MidJourney Work
CompuFlair
The Incredible Physics Behind AI Images: How DALL-E, Imagen, and MidJourney Work
17:11
How Randomness Powers Physics & AI
CompuFlair
How Randomness Powers Physics & AI
15:27
This Brain Organoid Shockingly Outperforms Our AI!
CompuFlair
This Brain Organoid Shockingly Outperforms Our AI!
19:37
From Worm to AI: How Control Theory Unlocks Neural Networks
CompuFlair
From Worm to AI: How Control Theory Unlocks Neural Networks
14:06
Unifying Physics and Machine Learning: The Next Big Breakthrough?
CompuFlair
Unifying Physics and Machine Learning: The Next Big Breakthrough?
19:15
The Problem Einstein’s Gravity and Machine Learning Both Need to Solve
CompuFlair
The Problem Einstein’s Gravity and Machine Learning Both Need to Solve
16:33
Universal Math Behind AI Classification, Gases, and Dice: Multinomial Probability
CompuFlair
Universal Math Behind AI Classification, Gases, and Dice: Multinomial Probability
19:30
This Physics Technology Trains Machine Learning 10X Faster
CompuFlair
This Physics Technology Trains Machine Learning 10X Faster
24:22
This Physics & Artificial Neural Network Equivalence Can Revolutionize AI
CompuFlair
This Physics & Artificial Neural Network Equivalence Can Revolutionize AI
35:02
This Physics System Cracks Classification in Machine Learning: Logistic Regression
CompuFlair
This Physics System Cracks Classification in Machine Learning: Logistic Regression
14:32
A Physicist's Guide to Building Better Machine Learning Models
CompuFlair
A Physicist's Guide to Building Better Machine Learning Models
17:01
This Physics Force Solves Machine Learning’s Data Scarcity: Regularization Clearly Explained
CompuFlair
This Physics Force Solves Machine Learning’s Data Scarcity: Regularization Clearly Explained
26:10
This Physics Formula Unlocks Machine Learning Parameters: A Complete Picture
CompuFlair
This Physics Formula Unlocks Machine Learning Parameters: A Complete Picture
21:05
A Physics Concept that Reveals When Machine Learning is Not Possible: With a Real-World Example
CompuFlair
A Physics Concept that Reveals When Machine Learning is Not Possible: With a Real-World Example
9:10
From Physics God Equation to Linear Regression in Machine Learning
CompuFlair
From Physics God Equation to Linear Regression in Machine Learning
13:58
God Equation in Machine Learning & Physics
CompuFlair
God Equation in Machine Learning & Physics
9:26
Talk to SQL Database using LangChain & OpenAI | Query SQL Database through Natural Language
CompuFlair
Talk to SQL Database using LangChain & OpenAI | Query SQL Database through Natural Language
11:12
How to Generate Structured Outputs with LangChain and OpenAI API | Tool Calling | Math Tutor
CompuFlair
How to Generate Structured Outputs with LangChain and OpenAI API | Tool Calling | Math Tutor
12:26
Extracting and Analyzing Images from PDFs using RAG Multimodal Pipelines | GPT-4o | Chroma vector db
CompuFlair
Extracting and Analyzing Images from PDFs using RAG Multimodal Pipelines | GPT-4o | Chroma vector db
11:14
LangChain Agents | Search Tools | Retriever Tools | Agent Executer | Example: Ask Cancer Questions
CompuFlair
LangChain Agents | Search Tools | Retriever Tools | Agent Executer | Example: Ask Cancer Questions
10:05
Chatbot Memory: Retrieval Augmented Generation (RAG) Chain | LangChain | Python | Ask PDF Documents
CompuFlair
Chatbot Memory: Retrieval Augmented Generation (RAG) Chain | LangChain | Python | Ask PDF Documents
12:09
Write Scientific Articles, PubMed for Example, with Generative AI, Python, GPT models, and LangChain
CompuFlair
Write Scientific Articles, PubMed for Example, with Generative AI, Python, GPT models, and LangChain
10:05
LangChain Step-by-Step Tutorial Series for Absolute Beginners: Get API Key, Simple Prompts & Chains
CompuFlair
LangChain Step-by-Step Tutorial Series for Absolute Beginners: Get API Key, Simple Prompts & Chains
9:41
LangChain Step-by-Step Tutorial Series for Absolute Beginners: Installation
CompuFlair
LangChain Step-by-Step Tutorial Series for Absolute Beginners: Installation
6:10
How to Use Python & LangChain to Clean Your Data Spreadsheets Using ChatGPT in Just a Few Minutes
CompuFlair
How to Use Python & LangChain to Clean Your Data Spreadsheets Using ChatGPT in Just a Few Minutes
8:01
Principal Component Analysis (PCA) of Proteomics Data
CompuFlair
Principal Component Analysis (PCA) of Proteomics Data
3:49