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
39.2K subscribers
Machine Learning
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Learn to Build Advanced AI Image Applications
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Category: DATA SCIENCE
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Date: 2025-01-21 |
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Read time: 25 min read
By building an interior designer in ComfyUI
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Skills a Data Scientist Must Have (But a Software Engineer Doesnβt)
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Category: CAREER ADVICE
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Date: 2025-01-21 |
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Read time: 11 min read
I guided a friend through her career transition to being an ML engineer.
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Machine Learning
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Build your own Annotation Tool for Image Classification in 5 Minutes
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Category: DATA SCIENCE
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Date: 2025-01-21 |
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Read time: 5 min read
How to label an image dataset with OpenCV and Python
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Urban Graph Networks
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Category: DATA SCIENCE
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Date: 2025-01-21 |
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Read time: 14 min read
How graph theory can save you hours for your next city trip!
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Building a Data Dashboard
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Category: DATA SCIENCE
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Date: 2025-01-20 |
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Read time: 15 min read
Using the streamlit Python library
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Why Generative-AI Appsβ Quality Often Sucks and What to Do About It
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Category:
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Date: 2025-01-20 |
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Read time: 23 min read
How to get from PoCs to tested high-quality applications in production
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How Most Organizations Get Data Strategy Wrong β and How to Fix It
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-20 |
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Read time: 79 min read
Redefining Data Strategy to Drive Competitive Advantage with Data, Analytics and AI
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RAG Isnβt Immune to LLM Hallucination
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-20 |
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Read time: 11 min read
How to measure how much of your RAGβs output is correct
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Statistical Learnability of Strategic Linear Classifiers: A Proof Walkthrough
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Category: MACHINE LEARNING
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Date: 2025-01-08 |
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Read time: 19 min read
With the help of an intricate geometric construction, we can prove that instance-wise cost functionsβ¦
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Linear Programming: Auxiliary Variables
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Category: DATA SCIENCE
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Date: 2025-01-08 |
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Read time: 15 min read
Part 5: Increasing LP flexibility to handle tricky logic
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Building Effective Metrics to Describe Users
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Category: ANALYTICS
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Date: 2025-01-08 |
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Read time: 4 min read
How can numerical user metrics be transformed into a personalized assessment of whether this behaviorβ¦
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Customizing Your Fine-tuning Code Using HuggingFaceβs Transformers Library
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Category:
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Date: 2025-01-08 |
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Read time: 8 min read
Examples of custom callbacks and custom fine-tuning code from different libraries
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How to Securely Connect Microsoft Fabric to Azure Databricks SQL API
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Category: DATA SECURITY
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Date: 2025-01-07 |
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Read time: 10 min read
Integration architecture focusing on security and access control
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Analyzing Health Surveys Made Easy with Functions in R
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Category:
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Date: 2025-01-07 |
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Read time: 9 min read
Solving the issue of having missing data in the variables for sampling design
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How to Create a Customized GenAI Video in 3 Simple Steps
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Category:
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Date: 2025-01-07 |
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Read time: 15 min read
Put a real-world object into fully AI-generated 4D scenes with minimal effort, so that itβ¦
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Airflow Data Intervals: A Deep Dive
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Category: DATA ENGINEERING
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Date: 2025-01-07 |
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Read time: 10 min read
Building idempotent and re-playable data pipelines
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All The SQL a Data Scientist Needs to Know
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Category: DATA SCIENCE
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Date: 2025-01-07 |
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Read time: 12 min read
What you need to know, best practices, and where you can practice your skills
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Easy Map Boundary Extraction with GeoPandas
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Category: DATA VISUALIZATION
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Date: 2025-01-07 |
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Read time: 8 min read
How to visualize country borders with Python
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The Build vs. Buy Dilemma for GenAI Applications
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Category: STRATEGY
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Date: 2025-01-07 |
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Read time: 6 min read
A strategic guide to build vs. buy for GenAI
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An Overview of Feature Selection
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Category: DATA SCIENCE
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Date: 2025-01-07 |
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Read time: 28 min read
With a presentation of a rarely used, highly effective method for establishing the predictive powerβ¦
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