All Posts 2025 Oct 06 Six Weeks, Real Progress - Exploring Shape Up for Product Work Jun 15 Beyond Coverage - Building Truly Complete Test Suites with GitHub Copilot Jan 16 Simple In-Memory Knowledge Graphs for Quick Graph Querying 2024 Jul 08 RankFlow plot for retriever visual evaluation Feb 22 Open Source LLM Observability Tools and Platforms 2023 Nov 04 Prompt Discovery Nov 01 Techniques to Boost RAG Performance in Production Oct 07 Understanding the Differences in Language Models - Transformers vs. Markov Models Sep 29 How Agile Can Kill Creativity in Data Science team? Sep 11 From Fixed-Size to NLP Chunking - A Deep Dive into Text Chunking Techniques Sep 01 Problems with Langchain and how to minimize their impact Aug 24 Understanding Retrieval-Augmented Generation (RAG) empowering LLMs Jul 04 Easy Text Vectorization With VectorHub and Sentence Transformers Jun 21 Harnessing the Power of Dependency Injection for Improved Testability in Python Jun 09 The Role and Responsibilities of a Forward Deployed Engineer - Bridging the Gap Between Software Products and Customer Needs Jun 05 The Best Vector Databases for Storing Embeddings May 26 Mastering the Kanban Method - Unveiling the Hidden Gems of Effective Kanban Board Usage Apr 19 Attacking Differential Privacy Using the Correlation Between the Features Apr 18 Are LIME Explanations Any Useful? Apr 18 Intrinsic vs. Extrinsic Evaluation - What's the Best Way to Measure Embedding Quality? Apr 14 Explaining AI - The Key Differences Between LIME and SHAP Methods Apr 14 LIME - Understanding How This Method for Explainable AI Works Apr 14 SHAP - Understanding How This Method for Explainable AI Works Apr 14 KernelShap and TreeShap - Two Most Popular Variations of the SHAP Method Apr 14 LIME Tutorial Apr 06 Zero-Knowledge Explained Like to 5 Years Old Feb 23 Rethinking the Link Between Speech and Expertise Feb 13 A Guide to Building a Python RPC Server Using Flask Feb 13 How to Use RPC in Python? Feb 13 Comprehensive Guide to Interpreting R², MSE, and RMSE for Regression Models. Feb 12 Beyond Airflow - 10 Workflow Tools You Need to Know Feb 12 Libraries for Automated Exploratory Data Analysis (EDA) Feb 09 Is the the Game Theory Any Useful for Data Science? Feb 08 Beat Overfitting in Kaggle Competitions - Proven Techniques Feb 02 New Cognitive Skills in the Age of AI Tailored Information Presentation Feb 01 The Impact of Search Engines and AI Generative Models on Mental and Cognitive Capabilities Feb 01 Leveraging Language Models in Corporate Environments - The Future of Knowledge Management Jan 30 Top Popular ZSH Plugins on GitHub (2023) Jan 30 Becoming a Data Wizard - The Benefits of Learning Databricks Jan 25 Policies in MLOps Jan 21 MLOps Scorecard - How Advanced Is Your Organization in Implementing MLOps Processes? Jan 19 Common Types of Data Science Projects Jan 15 Don't Just Create Backups, Verify Them - How Restic Can Help? Jan 11 How to Detect ChatGPT-Generated Text? Jan 03 Maximizing Efficiency in MLOps - How Blue/Green Deployment Can Help? 2022 Nov 27 MLOps Certifications - A Comprehensive Guide Nov 12 Roles in MLOps Nov 02 50 Questions for MLOps Engineer Job Interview Oct 28 MLOps Roles of the Future Oct 22 Is MLOps a Good Career? Oct 11 Visual Text Exploration as Part of Preprocessing Before Classification Sep 30 10 Lesser-Known, Yet Powerful Python Plotting Libraries Sep 12 Automated Signal Segmentation, Trend Detection, and Classification Aug 31 The Best Self-Hosted, Open Source RSS Feed Readers in 2022 Jun 09 Discovering Hidden Gems - Popular and Lesser-Known Dataset Sharing Platforms Jun 05 Lesser Known Backtesting Libraries May 01 Top 10 Python Libraries for Document Classification Mar 01 Tutorial on How to Create New Theme for Pelican Static Site Generator Feb 22 Pro Tips for Diagnosing Regression Model Errors Feb 11 15 Tools for Document Deskewing and Dewarping Jan 25 How to Get Most of GitHub Copilot 2021 Dec 22 Understanding Micro and Macro Averages in Multiclass Multilabel Problems Dec 02 Setup VS Code as NIM IDE Nov 29 Top Popular ZSH Plugins on GitHub (2021) Mar 15 Unleashing the Power of T-Sne for Dimensionality Reduction in Python Feb 18 Kurtosis in Simple Terms, Interpretation and Gotchas Jan 31 Finding Errors in Data - Data Validation Jan 16 Pandas Schema Validation 2020 Nov 05 Evaluation of Interpretability for Explainable AI Jan 19 Metrics Used to Compare Histograms 2019 Aug 23 Data Science Command-Line Tools Jul 14 Top Popular ZSH Plugins on GitHub (2019) Jul 09 Learn Bayesian Methods in 4 Steps - By Reading and by Doing Feb 16 Kaggle Evaluation Metrics Used for Regression Problems Jan 17 How to Install TensorFlow and Keras on Windows 10 Jan 12 Darwin Approach to Traveling Salesman Jan 05 How to Organize Data Science Project Based on Jupyter Notebook 2018 Mar 22 Top Popular ZSH Plugins on GitHub (2018)
