Data Science Machine Learning Data Analysis
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Data Science Machine Learning Data Analysis
37.7K subscribers
Data Science Machine Learning Data Analysis
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Mastering Sensor Fusion: Color Image Obstacle Detection with KITTI Data β Part 2
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Category: DEEP LEARNING
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Date: 2025-01-01 |
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Read time: 26 min read
How to use Color Image data for object detection in the context of obstacle detection
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Transforming Data into Solutions: Building a Smart App with Python and AI
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-01 |
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Read time: 13 min read
Some financial analysts worry that artificial intelligence may not justify the massive investments being madeβ¦
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Chi-Squared Test: Comparing Variations Through Soccer
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Category: DATA SCIENCE
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Date: 2025-01-01 |
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Read time: 13 min read
Understanding Different Types of Chi-Squared Tests: A/B Testing for Data Science Series (8)
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Multi-Agentic RAG with Hugging Face Code Agents
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Category:
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Date: 2024-12-31 |
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Read time: 80 min read
Using Qwen2.5-7B-Instruct powered code agents to create a local, open source, multi-agentic RAG system
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Top 12 Skills Data Scientists Need to Succeed in 2025
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Category: CAREER ADVICE
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Date: 2024-12-31 |
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Read time: 27 min read
Itβs (not) all about LLMs and AI tools
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Creating SMOTE Oversampling from Scratch
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Category: DATA SCIENCE
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Date: 2024-12-31 |
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Read time: 8 min read
A Python tutorial on how to implement oversampling and how to make custom variations
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The Math Behind In-Context Learning
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Category: LARGE LANGUAGE MODELS
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Date: 2024-12-31 |
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Read time: 6 min read
From attention to gradient descent: unraveling how transformers learn from examples
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The Key to Smarter Models: Tracking Feature Histories
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-12-31 |
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Read time: 10 min read
Capture context and improve predictions with historical data
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From Default Python Line Chart to Journal-Quality Infographics
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Category: ANALYTICS
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Date: 2024-12-30 |
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Read time: 3 min read
Transform boring default Matplotlib line charts into stunning, customized visualizations
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Mastering Model Uncertainty: Thresholding Techniques in Deep Learning
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Category: DATA SCIENCE
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Date: 2024-12-30 |
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Read time: 7 min read
A few words on thresholding, the softmax activation function, introducing an extra label, and considerationsβ¦
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How to Build a Resume Optimizer with AI
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Category:
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Date: 2024-12-30 |
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Read time: 7 min read
Step-by-step guide with example Python code
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How to Build a Graph RAG App
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Category:
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Date: 2024-12-30 |
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Read time: 30 min read
The accompanying code for the app and notebook are here. Knowledge graphs (KGs) and Large Languageβ¦
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I Combined the Blockchain and AI to Generate Art. Hereβs What Happened Next.
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Category: BLOCKCHAIN
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Date: 2024-12-30 |
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Read time: 8 min read
Using LLMs to create artistic representations of data
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Introducing n-Step Temporal-Difference Methods
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Category: MACHINE LEARNING
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Date: 2024-12-29 |
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Read time: 10 min read
Dissecting βReinforcement Learningβ by Richard S. Sutton with custom Python implementations, Episode V
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Superposition: What Makes it Difficult to Explain Neural Network
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Category: MACHINE LEARNING
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Date: 2024-12-29 |
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Read time: 7 min read
When there are more features than model dimensions
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Deep Dive into Multithreading, Multiprocessing, and Asyncio
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Category:
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Date: 2024-12-28 |
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Read time: 10 min read
How to choose the right concurrency model
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Measuring Cross-Product Adoption Using dbt_set_similarity
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Category: SQL
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Date: 2024-12-28 |
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Read time: 5 min read
Enhancing cross-product insights within dbt workflows
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Master Bots Before Starting with AI Agents: Simple Steps to Create a Mastodon Bot with Python
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Category: PROGRAMMING
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Date: 2024-12-27 |
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Read time: 13 min read
I recently published a post on Mastodon that was shared by six other accounts withinβ¦
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Understanding the Optimization Process Pipeline in Linear Programming
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Category:
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Date: 2024-12-27 |
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Read time: 8 min read
An introduction to the backend and frontend processes in linear programming, including the mathematical programmingβ¦
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Lessons from COVID-19: Why Probability Distributions Matter
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Category: COVID-19
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Date: 2024-12-27 |
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Read time: 13 min read
Understanding Distributions with Extremes: Probability for Data Science Series (END)
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Track Computer Vision Experiments with MLflow
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Category:
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Date: 2024-12-26 |
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Read time: 10 min read
Discover how to set up an efficient MLflow environment to track your experiments, compare andβ¦
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