Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.
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Machine Learning
39.1K subscribers
Machine Learning
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Qubits Explained: Everything You Need to Know
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Category: PHYSICS
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Date: 2025-01-15 |
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Read time: 11 min read
A deep dive into the building block of quantum computers.
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Understanding Flash Attention: Writing the Algorithm from Scratch in Triton
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-15 |
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Read time: 7 min read
Find out how Flash Attention works. Afterward, weβll refine our understanding by writing a GPUβ¦
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The AI (R)Evolution, Looking From 2024 Into the Immediate Future
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-13 |
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Read time: 17 min read
Witnessing rapid innovation, fierce competition, and transformative tools for life, work, and human development
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Contextual Topic Modelling in Chinese Corpora with KeyNMF
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Category: NATURAL LANGUAGE PROCESSING
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Date: 2025-01-13 |
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Read time: 8 min read
A comprehensive guide on getting the most out of your Chinese topic models, from preprocessingβ¦
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A Multimodal AI Assistant: Combining Local and Cloud Models
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Category:
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Date: 2025-01-13 |
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Read time: 22 min read
Use LangGraph, mlx and Florence2 to build an agent that answers complex image questions, withβ¦
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Going Beyond Bias-Variance Tradeoff Into Double Descent Phenomenon
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-13 |
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Read time: 22 min read
Itβs not how many times you get knocked down that count, itβs how many timesβ¦
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Understanding the Evolution of ChatGPT: Part 2 β GPT-2 and GPT-3
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Category: DEEP LEARNING
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Date: 2025-01-13 |
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Read time: 10 min read
Scaling from 117M to 175B: Insights into GPT-2 and GPT-3.
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How to Build a Knowledge Graph in Minutes (And Make It Enterprise-Ready)
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-13 |
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Read time: 10 min read
I tried and failed creating one-but it was when LLMs were not a thing!
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Speed up Pandas code with Numpy
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Category: DATA SCIENCE
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Date: 2025-01-13 |
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Read time: 13 min read
But I canβt vectorise this, can I? β¦. yes, you probably can!
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Using Constraint Programming to Solve Math Theorems
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Category: MATHEMATICS
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Date: 2025-01-12 |
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Read time: 6 min read
Case study: the quasigroups existence problem
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What is MicroPython? Do I Need to Know it as a Data Scientist?
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Category: DATA SCIENCE
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Date: 2025-01-12 |
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Read time: 6 min read
In this yearβs edition of the Stack Overflow survey, MicroPython is with 1.6% in theβ¦
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What Would a Stoic Do? β An AI-Based Decision-Making Model
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Category: DEEP LEARNING
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Date: 2025-01-12 |
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Read time: 14 min read
Using AI to build Marcus Aureliusβ reincarnation
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LightGBM: The Fastest Option of Gradient Boosting
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Category: DATA SCIENCE
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Date: 2025-01-12 |
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Read time: 7 min read
Learn how to implement a fast and effective Gradient Boosting model using Python
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Build Your First API with Python and AWS
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Category: DATA ENGINEERING
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Date: 2025-01-11 |
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Read time: 12 min read
Learn how to create a simple, yet powerful REST API with FastAPI, DynamoDB, and AWSβ¦
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Exploring New Hyperparameter Dimensions with Laplace Approximated Bayesian Optimization
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Category:
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Date: 2025-01-11 |
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Read time: 9 min read
Is it better than grid search?
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Building Visual Agents that can Navigate the Web Autonomously
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-11 |
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Read time: 14 min read
A step-by-step guide to creating visual agents that can navigate the web autonomously
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Model Calibration, Explained: A Visual Guide with Code Examples for Beginners
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Category:
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Date: 2025-01-10 |
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Read time: 14 min read
When all models have similar accuracy, now what?
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Sustainable Business Strategy with Data Analytics
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Category: DATA SCIENCE
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Date: 2025-01-10 |
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Read time: 13 min read
Use data analytics to help companies design and implement strategic sustainability roadmaps to reduce theirβ¦
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Linearizing Llama
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Category: LARGE LANGUAGE MODELS
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Date: 2025-01-10 |
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Read time: 12 min read
Speeding Up Llama: A Hybrid Approach to Attention Mechanisms
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Mastering Transparent Images: Adding a Background Layer
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Category: DATA SCIENCE
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Date: 2025-01-10 |
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Read time: 6 min read
How to Process Images with an Alpha Channel using OpenCV + Python
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What to Do If the Logit Decision Boundary Fails?
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Category: MACHINE LEARNING
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Date: 2025-01-09 |
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Read time: 6 min read
Feature engineering for classification models using Bayesian Machine Learning
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