https://towardsdatascience.com/tds-newsletter-how-to-design-evals-metrics-and-kpis-that-work/
Dec 6, 2025 - On the challenges of producing reliable insights and avoiding common mistakes
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https://towardsdatascience.com/3-techniques-to-effectively-utilize-ai-agents-for-coding/
Dec 17, 2025 - Learn how to be an effective engineer with coding agents
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Jan 9, 2026 - Essential reads on how to boost your current skill set and plan for career growth over the next few weeks and months
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https://towardsdatascience.com/deep-dive-into-anthropics-sparse-autoencoders-by-hand-%ef%b8%8f-eebe0ef59709/
Jan 13, 2025 - Explore the concepts behind the interpretability quest for LLMs
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How timeouts, truncation, and result sanitization keep Cypher outputs LLM-ready
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https://towardsdatascience.com/tds-newsletter-december-must-reads-on-graphrag-data-contracts-and-more/
Jan 9, 2026 - Don't miss our most popular articles of the previous month
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https://towardsdatascience.com/author/bratanic-tomaz/
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https://towardsdatascience.com/how-to-spin-up-a-project-structure-with-cookiecutter/
Oct 13, 2025 - If you’re anything like me, “procrastination” might as well be your middle name. There’s always that nagging hesitation before starting a new project....
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Nov 21, 2025 - Use a shared taxonomy to connect RDF and property graphs—and power smarter recommendations with inferencing
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https://towardsdatascience.com/data-science-in-2026-is-it-still-worth-it/
Nov 28, 2025 - An honest view from a 10-year AI Engineer
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https://towardsdatascience.com/category/artificial-intelligence/machine-learning/
Read articles about Machine Learning on Towards Data Science - the world’s leading publication for data science, data analytics, data engineering, machine...
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https://towardsdatascience.com/6-technical-skills-that-make-you-a-senior-data-scientist/
Dec 15, 2025 - Beyond writing code, these are the design-level decisions, trade-offs, and habits that quietly separate senior data scientists from everyone else.
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https://towardsdatascience.com/how-i-use-gen-ai-as-a-data-engineer-6a686a921c7b/
Jan 24, 2025 - Generative AI is all the rage. In this article we dive into some practical examples for Data Engineers
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https://towardsdatascience.com/3-surprising-use-cases-for-branching-in-airflow-youve-not-seen-before-058e3cb91ae0/
Nov 25, 2024 - Introduction How often is it that you’re writing a Data Pipeline and then you wish you could do something contingently? Something that only happens if a...
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https://towardsdatascience.com/six-lessons-learned-building-rag-systems-in-production/
Dec 19, 2025 - Best practices for data quality, retrieval design, and evaluation in production RAG systems
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https://towardsdatascience.com/how-to-build-effective-ai-agents-to-process-millions-of-requests/
Nov 30, 2025 - Learn how to build production ready systems using AI agents
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https://towardsdatascience.com/the-skills-that-help-data-scientists-grow-cc170390a144/
Jan 8, 2025 - Our weekly selection of must-read Editors' Picks and original features
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https://towardsdatascience.com/the-machine-learning-advent-calendar-day-23-cnn-in-excel/
Dec 31, 2025 - A step-by-step 1D CNN for text, built in Excel, where every filter, weight, and decision is fully visible.
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https://towardsdatascience.com/the-skills-that-bridge-technical-work-and-business-impact/
Dec 14, 2025 - In the Author Spotlight series, TDS Editors chat with members of our community about their career path in data science and AI, their writing, and their sources...
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https://towardsdatascience.com/why-im-making-the-switch-to-marimo-notebooks/
Nov 20, 2025 - A fresh way to think about computational notebooks
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https://towardsdatascience.com/training-on-aws-with-habana-gaudi-3126e183048/
Nov 27, 2024 - This past October AWS announced the arrival of the Amazon EC2 DL1 instance type. Powered by 8 Habana Gaudi accelerators, DL1 is the first AWS instance type to...
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https://towardsdatascience.com/category/artificial-intelligence/nlp/
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https://towardsdatascience.com/if-we-use-ai-to-do-our-work/
Sep 12, 2025 - Images. Text. Audio. There’s no modality that is not handled by AI. And AI systems reach even further, planning advertisement and marketing campaigns,...
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https://towardsdatascience.com/bigram-word-cloud-animates-your-data-stories-753649d5cf4d/
Mar 5, 2025 - Hands-on tutorial explaining how to create an Animated Word Cloud of bigram frequencies to display a text dataset in an MP4 video
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https://towardsdatascience.com/agentic-ai-and-the-future-of-python-project-management-tooling/
Sep 8, 2025 - Introducing a pyramid framework of evolution, accelerating and decelerating factors, and strategic recommendations for incumbents and new entrants
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https://towardsdatascience.com/why-human-centered-data-analytics-matters-more-than-ever/
Jan 14, 2026 - From optimizing metrics to designing meaning: putting people back into data-driven decisions
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https://towardsdatascience.com/why-you-should-not-replace-blanks-with-0-in-power-bi/
Aug 15, 2025 - Did someone ask you to replace blank values with 0 in your reports? Maybe you should think twice before you do it!
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https://towardsdatascience.com/aws-vs-azure-a-deep-dive-into-model-training-part-2/
Feb 19, 2026 - This article covers how Azure ML's persistent, workspace-centric compute resources differ from AWS SageMaker's on-demand, job-specific approach. Additionally,...
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https://towardsdatascience.com/how-to-evaluate-llms-and-algorithms-the-right-way/
May 29, 2025 - This week, we focus on the best strategies for evaluating and benchmarking the performance of ML approaches
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https://towardsdatascience.com/unleash-the-power-of-probability-to-predict-the-future-of-your-business-558cf8b51bca/
Jan 13, 2025 - A Practical Guide to Applying Probability Concepts with Python in Real-World Contexts
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https://towardsdatascience.com/point-to-point-and-collective-operations/
Feb 20, 2026 - Learn PyTorch distributed operations for multi GPU AI workloads
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https://towardsdatascience.com/why-is-my-code-so-slow-a-guide-to-py-spy-python-profiling/
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https://towardsdatascience.com/the-best-data-scientists-are-always-learning/
Jan 6, 2026 - Part 2: Avoiding burnout, learning strategies and the superpower of solitude
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https://towardsdatascience.com/the-power-of-building-from-scratch/
Jul 16, 2025 - Mauro Di Pietro discusses building AI agents with open-source tools, bridging theory and practice, and why he’s still nostalgic for scikit-learn.
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Sep 15, 2025 - How Meta’s latest breakthrough lets models learn, adapt, and improve — all on their own
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https://towardsdatascience.com/what-you-need-to-know-before-switching-to-a-data-science-career-in-2024-9d6d623f1438/
Jan 13, 2025 - How the market has changed (and the roadmap I'd follow if I started my journey today)
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https://towardsdatascience.com/tag/machine-learning/
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https://towardsdatascience.com/sentiment-analysis-and-structural-breaks-in-time-series-text-data-8109c712ca2/
Jan 18, 2025 - Arabica now offers a structural break and sentiment analysis module to enrich time-series text mining
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https://towardsdatascience.com/is-matplotlib-still-the-best-python-library-for-static-plots-a933c092cd49/
Jan 20, 2025 - Is the ubiquitous original still the master?
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https://towardsdatascience.com/a-realistic-roadmap-to-start-an-ai-career-in-2026/
Dec 9, 2025 - How to learn AI in 2026 through real, usable projects
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https://towardsdatascience.com/what-i-am-doing-to-stay-relevant-as-a-senior-analytics-consultant-in-2026/
Learn how to work with AI, while strengthening your unique human skills that technology cannot replace
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https://towardsdatascience.com/stop-retraining-blindly-use-psi-to-build-a-smarter-monitoring-pipeline/
Dec 23, 2025 - A data scientist's guide to population stability index (PSI)
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https://towardsdatascience.com/how-to-use-gpt-5-effectively/
Dec 6, 2025 - Learn about GPT-5's features and settings, and how to optimally apply them to your use case
towards data scienceusegpt
https://towardsdatascience.com/production-ready-llms-made-simple-with-nemo-agent-toolkit/
Dec 31, 2025 - From simple chat to multi-agent reasoning and real-time REST APIs
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https://towardsdatascience.com/using-langgraph-and-mcp-servers-to-create-my-own-voice-assistant/
Built over 14 days, all locally run, no API keys, cloud services, or subscription fees.
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https://towardsdatascience.com/back-to-basics-part-uno-linear-regression-cost-function-and-gradient-descent-590dcb3eee46/
Jan 8, 2025 - An illustrated guide on essential machine learning concepts
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https://towardsdatascience.com/15-common-coding-mistakes-data-scientist-make-in-python-and-how-to-fix-them-7760467498af/
Mar 5, 2025 - Getting Started Photo by Joshua Aragon on Unsplash I gradually realized in my data science career that by applying software engineering best practices, you can...
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https://towardsdatascience.com/author/slavahead/
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https://towardsdatascience.com/no-peeking-ahead-time-aware-graph-fraud-detection/
Sep 14, 2025 - How to implement leak-free graph fraud detection
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https://towardsdatascience.com/building-cost-efficient-agentic-rag-on-long-text-documents-in-sql-tables/
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https://towardsdatascience.com/speeding-up-the-vision-transformer-with-batch-normalization-d37f13f20ae7/
Mar 5, 2025 - How integrating Batch Normalization in an encoder-only Transformer architecture can lead to reduced training time and inference time.
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https://towardsdatascience.com/run-claude-code-for-free-with-local-and-cloud-models-from-ollama/
Ollama now offers Anthropic API compatibility
claude coderunfreelocal
https://towardsdatascience.com/how-agent-handoffs-work-in-multi-agent-systems/
Dec 17, 2025 - Understanding how LLM agents transfer control to each other in a multi-agent system with LangGraph
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https://towardsdatascience.com/how-i-optimized-my-leaf-raking-strategy-using-linear-programming/
Jan 2, 2026 - From a weekend chore to a fun application of valuable operations research principles
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https://towardsdatascience.com/understanding-lora-low-rank-adaptation-for-finetuning-large-models-936bce1a07c6/
Jan 21, 2025 - Fine-tuning large pre-trained models is computationally challenging, often involving adjustment of millions of parameters. This...
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https://towardsdatascience.com/apache-spark-for-data-science-how-to-install-and-get-started-with-pyspark-6367a1ea3de8/
Jan 8, 2025 - Install PySpark locally and load your first dataset - Only 5 minutes required.
apache sparkdata scienceinstallget
https://towardsdatascience.com/mastering-non-linear-data-a-guide-to-scikit-learns-splinetransformer/
Jan 9, 2026 - Forget stiff lines and wild polynomials. Discover why Splines are the "Goldilocks" of feature engineering, offering the perfect balance of...
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https://towardsdatascience.com/tag/deep-dives/
Read articles about Deep Dives in Towards Data Science - the world’s leading publication for data science, data analytics, data engineering, machine learning,...
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https://towardsdatascience.com/navigating-the-ai-landscape-of-2024-trends-predictions-and-possibilities-41e0ac83d68f/
Jan 22, 2025 - 2024 beckons with a promise of innovation - a year where AI and technology converge to redraw the maps of possibility.
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https://towardsdatascience.com/category/artificial-intelligence/llm-applications/
Read articles about LLM Applications on Towards Data Science - the world’s leading publication for data science, data analytics, data engineering, machine...
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https://towardsdatascience.com/the-crucial-role-of-numa-awareness-in-high-performance-deep-learning/
Nov 30, 2025 - PyTorch model performance analysis and optimization — Part 10
high performancecrucialrolenumaawareness
https://towardsdatascience.com/semantic-search-for-emojis-in-50-languages-using-ai-f85a36a86f21/
Nov 25, 2024 - If you are on social media like Twitter or LinkedIn, you have probably noticed that emojis are creatively used in both informal and professional text-based...
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https://towardsdatascience.com/a-brief-recent-history-of-data/
Sep 15, 2025 - A 40-Year Look at Data, Business Models, and the Forces Shaping Intelligent Systems
tell ushistorydata
https://towardsdatascience.com/how-to-improve-the-performance-of-visual-anomaly-detection-models/
Jan 8, 2026 - Apply the best methods from academia to get the most out of practical applications
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https://towardsdatascience.com/tds-newsletter-what-happens-when-ai-reaches-its-limits/
Oct 25, 2025 - Never miss a new edition of The Variable, our weekly newsletter featuring a top-notch selection of editors’ picks, deep dives, community news, and more....
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