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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Predicting a Ball Trajectory
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Category: DATA SCIENCE
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Date: 2025-01-05 |
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Read time: 7 min read
Polynomial Fit in Python with NumPy
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Awesome Plotly with Code Series (Part 7): Cropping the y-axis in Bar Charts
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Category: DATA SCIENCE
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Date: 2025-01-05 |
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Read time: 10 min read
Is there ever a good reason for starting a bar chart above zero?
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Journey to Full-Stack Data Scientist: Model Deployment
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Category: DATA SCIENCE
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Date: 2025-01-04 |
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Read time: 11 min read
An introduction to productionizing a machine learning model using APIs and Docker.
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The Next Frontier in LLM Accuracy
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-04 |
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Read time: 21 min read
Exploring the Power of Lamini Memory Tuning
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Data behind the Luck, Ambition, and a Billion-Dollar Dream: Lottery
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Category: DATA SCIENCE
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Date: 2025-01-04 |
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Read time: 13 min read
Using Seattleβs local retail store data for consumer patterns of the lottery (SQL, Python)
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How to Tell Among Two Regression Models with Statistical Significance
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Category: DATA SCIENCE
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Date: 2025-01-03 |
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Read time: 9 min read
Diving into the F-test for nested models with algorithms, examples and code
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The Cultural Impact of AI Generated Content: Part 2
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Category:
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Date: 2025-01-03 |
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Read time: 11 min read
What can we do about the increasingly sophisticated AI generated content in our lives?
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Non-Technical Principles All Data Scientists Should Have
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Category: DATA SCIENCE
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Date: 2025-01-03 |
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Read time: 13 min read
Making you a better data scientist, and enhancing your career.
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What Iβm Updating in My AI Ethics Class for 2025
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-03 |
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Read time: 12 min read
What happened in 2024 that is new and significant in the world of AI ethics?
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Integrating Feature Selection into the Model Estimation
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Category: MACHINE LEARNING
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Date: 2025-01-03 |
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Read time: 11 min read
Combining mixture of normal regressions with in-built feature selection into powerful modeling tool
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Harnessing Polars and Geopandas to Generate Millions of Transects in Seconds
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Category: DATA SCIENCE
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Date: 2025-01-03 |
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Read time: 11 min read
Making the bears play nice
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Demand Forecasting with Darts: A Tutorial
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Category:
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Date: 2025-01-02 |
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Read time: 19 min read
A hands-on tutorial with Python and Darts for demand forecasting, showcasing the power of TiDEβ¦
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The Fallacy of Complacent Distroless Containers
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Category: SECURITY AND PRIVACY
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Date: 2025-01-02 |
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Read time: 6 min read
Making containers smaller is the most popular practice when reducing your attack surface. But howβ¦
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How to Stand Out in The Data Science Job Market
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Category: CAREER ADVICE
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Date: 2025-01-02 |
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Read time: 7 min read
How to have the edge in your data science application
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Data Engineering β ORM and ODM with Python
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Category: DATA ENGINEERING
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Date: 2025-01-02 |
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Read time: 7 min read
Manipulate database data leveraging an object-oriented programming paradigm
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Start a New Year of Learning on the Right Foot
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Category: DATA SCIENCE
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Date: 2025-01-02 |
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Read time: 4 min read
A special edition of must-read articles and resources to help you kick off a productiveβ¦
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How I Built a Real-Time Weather Data Pipeline Using AWS-Entirely Serverless
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Category: DATA ENGINEERING
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Date: 2025-01-02 |
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Read time: 8 min read
A practical guide to leveraging AWS Lambda, Kinesis, and DynamoDB for real-time insights
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How to Process 10k Images in Seconds
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Category: DATA SCIENCE
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Date: 2025-01-02 |
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Read time: 7 min read
Efficient image operations with multiprocessing in Python
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5 Simple Projects to Start Today: A Learning Roadmap for Data Engineering
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Category: DATA ENGINEERING
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Date: 2025-01-02 |
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Read time: 11 min read
Start with 5 practical projects to lay the foundation for your data engineering roadmap.
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Mastering the Basics: How Linear Regression Unlocks the Secrets of Complex Models
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-01 |
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Read time: 12 min read
Full explanation on Linear Regression and how it learns
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AI-Powered Information Extraction and Matchmaking
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-01-01 |
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Read time: 34 min read
Developing an application for extracting key profile information from CVs and recommending jobs aligned withβ¦
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