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Your home for data science. A Medium publication sharing concepts, ideas and codes. - Medium
Site URL: towardsdatascience.com?source=rss----7f60cf5620c9---4
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Posts: 69
Followers: 2
From Resume to Cover Letter Using AI and LLM, with Python and Streamlit
Published: February 5, 2025 05:44
DISCLAIMER: The idea of doing Cover Letter or even Resume with AI does not obviously start with me. A lot of people have done this before (very successfully) and have built websites and even companies from the idea. This is just a tutorial on how to buildâŠ
ML Feature Management: A Practical Evolution Guide
https://towardsdatascience.com/ml-feature-management-a-practical-evolution-guide/
Published: February 5, 2025 00:48
In the world of machine learning, we obsess over model architectures, training pipelines, and hyper-parameter tuning, yet often overlook a fundamental aspect: how our features live and breathe throughout their lifecycle. From in-memory calculations thatâŠ
Towards Data Science is Launching as an Independent Publication
https://towardsdatascience.com/towards-data-science-is-launching-as-an-independent-publication/
Published: February 4, 2025 00:12
Since founding Towards Data Science in 2016, weâve built the largest publication on Medium with a dedicated community of readers and contributors focused on data science, machine learning, and AI. Medium built a fantastic platform, and we wouldnât haveâŠ
DIY AI: How to Build a Linear Regression Model from Scratch
Published: February 3, 2025 18:54
How to implement a linear regression model in Python without using machine learning librariesContinue reading on Towards Data Science »
Support Vector Machines: A Progression of Algorithms
Published: February 3, 2025 18:49
Are Public Agencies Letting Open-Source Software Down?
Published: February 3, 2025 18:46
How to Get A Job in Data Science/Machine Learning With NO Previous Experience
Published: February 3, 2025 17:32
Take charge of your job searchContinue reading on Towards Data Science »
Show and Tell
https://medium.com/towards-data-science/show-and-tell-e1a1142456e2?source=rss----7f60cf5620c9---4
Published: February 3, 2025 16:30
Implementing one of the earliest neural image caption generator models with PyTorch.Continue reading on Towards Data Science »
Neural NetworksâââIntuitively and Exhaustively Explained
Published: February 3, 2025 15:02
An in-depth exploration of the most fundamental architecture in modern AI.Continue reading on Towards Data Science »
How to Get Promoted as a Data Scientist
Published: February 3, 2025 14:02
Advice from a Lead Data Scientist with 2 promotions in under 2 yearsContinue reading on Towards Data Science »
How to Find Seasonality Patterns in Time Series
Published: February 3, 2025 13:02
Using Fourier Transform to detect seasonal componentsContinue reading on Towards Data Science »
Quantifying SurpriseâââA Data Scientistâs Intro To Information TheoryâââPart 1/4: Foundations
Published: February 3, 2025 12:02
Gain intuition into Information Theory and master its applications in Machine Learning and Data Analysis. Python code included. đContinue reading on Towards Data Science »
Quantifying UncertaintyâââA Data Scientistâs Intro To Information TheoryâââPart 2/4: Entropy
Published: February 3, 2025 12:02
Gain intuition into Entropy and master its applications in Machine Learning and Data Analysis. Python code included. đContinue reading on Towards Data Science »
Deep Dive into WebSockets and Their Role in Client-Server Communication
Published: February 3, 2025 11:02
Will 2025 Be the Year Real-Time Analytics Finally Goes Mainstream?
Published: February 3, 2025 10:02
A deep dive into how (and why) streaming is becoming more accessible in the data space.Continue reading on Towards Data Science »
Beyond 80â20: A Practical Guide to Train-Test Splits in Machine Learning
Published: February 3, 2025 09:02
How to optimize dataset splits for better model performance and reliable predictionContinue reading on Towards Data Science »
Awesome Plotly with code series (Part 9): To dot, to slope or to stack?
Published: February 2, 2025 23:02
Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.Continue reading on Towards Data Science »
5 Essential Tips Learned from My Data Science Journey
Published: February 2, 2025 18:32
Personal reflections on my 10-year data odysseyContinue reading on Towards Data Science »
The Cultural Backlash Against Generative AI
Published: February 2, 2025 17:29
How to Make a Data Science Portfolio That Stands Out
Published: February 2, 2025 16:32
Create a data science portfolio with Cloud-flare and HUGOContinue reading on Towards Data Science »
Improving Agent Systems & AI Reasoning
Published: February 2, 2025 14:32
New-Generation Marketing Mix Modelling with Meridian
Published: February 2, 2025 11:31
Sparse AutoEncoder: from Superposition to interpretable features
Published: February 1, 2025 18:02
Injecting domain expertise into your AI system
Published: February 1, 2025 15:49
Are Data Scientists at Risk in 2025?
Published: February 1, 2025 15:49
The impact of AI on data science jobs.Continue reading on Towards Data Science »
Rapid Data Visualization with Copilot and Plotly
Published: February 1, 2025 15:02
Code visualizations quickly and efficiently with Copilot, Plotly, and StreamlitContinue reading on Towards Data Science »
DeepSeek V3: A New Contender in AI-Powered Data Science
Published: February 1, 2025 13:32
How DeepSeekâs budget-friendly AI model stacks up against ChatGPT, Claude, and Gemini in SQL, EDA, and machine learningContinue reading on Towards Data Science »
Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm
Published: February 1, 2025 12:01
Example: a customer service chatbot projectContinue reading on Towards Data Science »
How I Built My First AI-Powered Web App in 20 Minutes
Published: February 1, 2025 10:02
A beginnerâs guide to building your AI-driven web application without front-end development skills.Continue reading on Towards Data Science »
Fine-tuning Multimodal Embedding Models
Published: January 31, 2025 22:31
How Likely Is a Six Nations Grand Slam in 2025?
Published: January 31, 2025 20:18
Can Machines Dream? On the Creativity of Large Language Models
Published: January 31, 2025 19:01
Exploring the Role of Hallucinations, Dependencies, and Imagination in AI CreativityContinue reading on Towards Data Science »
Inequality in Practice: E-commerce Portfolio Analysis
Published: January 31, 2025 18:30
2-Bit VPTQ: 6.5x Smaller LLMs While Preserving 95% Accuracy
Published: January 31, 2025 18:02
Very accurate 2-bit quantization for running 70B LLMs on a 24 GB GPUContinue reading on Towards Data Science »
Align Your Data Architecture for Universal Data Supply
Published: January 31, 2025 17:02
Follow me through the steps on how to evolve your architecture to align with your business needsContinue reading on Towards Data Science »
From Text to Code: Enhancing RAG with Adaptive Prompt Engineering
Published: January 31, 2025 16:36
The AI Product Manager
https://towardsdatascience.com/the-ai-product-manager-2a8e2da141c0?source=rss----7f60cf5620c9---4
Published: January 31, 2025 16:02
An introduction to an exciting role leading impact with AIContinue reading on Towards Data Science »
The . Extension is Now a Thing in Python ?
Published: January 31, 2025 15:31
Transform your .py files into .đ modulesContinue reading on Towards Data Science »
AI Development vs Software Engineering: Key Differences Explained
Published: January 31, 2025 15:30
11 Methods and Hardware Tools for 3D Scanning and Data Capture
Published: January 31, 2025 15:01
The toolbox for data curation and 3D scanning: LiDAR, mesh, city models, 3D assets, hardware recommendations, photogrammetry, and AIâŠContinue reading on Towards Data Science »
The Animated Monte-Carlo Tree Search (MCTS)
Published: January 31, 2025 14:02
Visualize Data Streams in Python
Published: January 31, 2025 13:02
Plotting continuous real-time data with dequeContinue reading on Towards Data Science »
How to Enhance SQL Code Security and Maintainability
Published: January 31, 2025 12:02
Introduction to SQL procedures, their applications and benefits, and how to encrypt SQL codeContinue reading on Towards Data Science »
How to Use Generative AI as a Software Developer
Published: January 31, 2025 11:02
Best practices for using AI tools to efficiently write higher quality, production-ready codeContinue reading on Towards Data Science »
DeepSeek-V3 Explained 1: Multi-head Latent Attention
Published: January 31, 2025 10:02
Distributed Tracing: A Powerful Approach to Debugging Complex Systems
Published: January 30, 2025 23:45
Why distributed tracing is the key to resolving performance issuesContinue reading on Towards Data Science »
Stop Creating Bad DAGsâââOptimize Your Airflow Environment By Improving Your Python Code
Published: January 30, 2025 20:31
Data Pruning MNIST: How I Hit 99% Accuracy Using Half the Data
Published: January 30, 2025 19:33
Actually, Being a Data Scientist is Awesome
Published: January 30, 2025 18:31
Donât let the doom and gloom get to youContinue reading on Towards Data Science »
Navigating Data Science Content: Recognizing Common Pitfalls, Part 1
Published: January 30, 2025 17:31
Uncovering and correcting misconceptions in online data science content to help you learn more effectivelyContinue reading on Towards Data Science »
4 Things I Learned Building a Data Platform using a Medallion Architecture in the Last 4 Years
Published: January 30, 2025 17:31
How to Share a Secret: Shamirâs Secret Sharing
Published: January 30, 2025 17:19
Nine Pico PIO Wats with Rust (Part 1)
Published: January 30, 2025 16:32
Contextual Bandit Simulation in Marketing
Published: January 30, 2025 16:16
Time Series Forecasting with MFLES
Published: January 30, 2025 15:31
The newest method in StatsForecastContinue reading on Towards Data Science »
Data Roles, Small Language Models, Knowledge Graphs, and More: Our January Must-Reads
Published: January 30, 2025 14:31
Ridge Regression: A Robust Path to Reliable Predictions
Published: January 30, 2025 13:31
Learn how regularization reduces overfitting and improves model stability in linear regression.Continue reading on Towards Data Science »
Thin Agents: Creating Lean AI Services with Local Fine-Tuned LLMs
Published: January 30, 2025 12:31
Bite-Size Data Science: Falling for the Gamblerâs Fallacy
Published: January 30, 2025 11:31
Where the gamblerâs fallacy shows up in data science and what to do about itContinue reading on Towards Data Science »
Great Books for AI Engineering
Published: January 29, 2025 19:01
AI Ethics for the Everyday UserâââWhy Should You Care?
Published: January 29, 2025 18:02
A beginnerâs guide to understanding the importance of ethics in artificial intelligenceContinue reading on Towards Data Science »
NLP Illustrated, Part 3: Word2Vec
Published: January 29, 2025 17:01
An exhaustive and illustrated guide to Word2Vec with code!Continue reading on Towards Data Science »
The Challenges and Realities of Being a Data Scientist
Published: January 29, 2025 16:02
Some harsh truths behind the field of data scienceContinue reading on Towards Data Science »
Machine Learning Incidents in AdTech
Published: January 29, 2025 15:02
Prompting Vision Language Models
Published: January 29, 2025 14:02
From Spell Check to AI
https://towardsdatascience.com/from-spell-check-to-ai-8b056a95f6f6?source=rss----7f60cf5620c9---4
Published: January 29, 2025 13:02
The Invisible Revolution: How Vectors Are (Re)defining Business Success
Published: January 29, 2025 12:02
The SCORES Framework: A Data Scientistâs Guide to Winning Target Variables
Published: January 29, 2025 11:02
Exploring DeepSeekâs R1 Training Process
Published: January 29, 2025 10:02
Open-Source Intelligence on Par with Proprietary ModelsContinue reading on Towards Data Science »