Image by Author   Contents# The Setup# The Experiment# The Surprise# Wait, What?# The Plot Twist# The Trade-Off# So, What Should You Actually Do?# The Honest Caveats# The Bottom Line # The Setup  You’re about to train a model when you notice 20% of your values are missing. Do you drop those rows? Fill them in with averages? Use something fancier? The answer matters more …

We Tried 5 Missing Data Imputation Methods: The Simplest Method Won (Sort Of) Read More »

How Nano Banana Pro helps you bring any idea or design to life Nano Banana Pro can help you visualize any idea and design anything — from prototypes, to representing data as infographics, to turning handwritten notes into diagrams. With Nano Banana Pro, now you can: Generate more accurate, context-rich visuals based on enhanced reasoning, …

Gemini 3 Pro Image model from Google DeepMind Read More »

I the concept of federated learning (FL) through a comic by Google in 2019. It was a brilliant piece and did a great job at explaining how products can improve without sending user data to the cloud. Lately, I have been wanting to understand the technical side of this field in more detail. Training data …

Federated Learning, Part 1: The Basics of Training Models Where the Data Lives Read More »

Image by Editor   Contents# Introduction# 1. Missing Value Handler# 2. Duplicate Record Detector and Resolver# 3. Data Type Fixer and Standardizer# 4. Outlier Detector# 5. Text Data Cleaner and Normalizer# Conclusion # Introduction  As a data professional, you know that machine learning models, analytics dashboards, business reports all depend on data that is accurate, consistent, and properly formatted. But here’s the uncomfortable …

5 Useful Python Scripts to Automate Data Cleaning Read More »

With 2K and 4k resolution available, you can ensure outputs meet resolution standards required for professional production. Effortlessly create cohesive advertisements by combining diverse elements such as product images, logos, and references. Achieve consistent resemblance for up to five individuals, integrate six high-fidelity shots, or blend as many as fourteen standard inputs into a single, …

Developers can build with Nano Banana Pro (Gemini 3 Pro Image) Read More »

a modern vector database—Neo4j, Milvus, Weaviate, Qdrant, Pinecone—there is a very high chance that Hierarchical Navigable Small World (HNSW) is already powering your retrieval layer. It is quite likely you did not choose it while building the database, nor did you tune it or even know it is there. And yet, HNSW is quietly deciding …

HNSW at Scale: Why Your RAG System Gets Worse as the Vector Database Grows Read More »

Image by Editor   Contents# Introduction# 1. The Emergence of the “Reasoning Era”# 2. The March Toward Agentic and Autonomous AI# 3. Reasoning Models Hit Olympiad‑Level Math# 4. AI Capital Flood and Bubble Worries# 5. Publishers Strike Landmark Model‑Content Deals# 6. Disney Operationalizes Generative AI at Scale# 7. Deepfake, Surveillance & Privacy Flashpoints# 8. EU AI Act and Global Enforcement Era# 9. Military and Defense …

The 10 AI Developments That Defined 2025 Read More »

What’s next This launch builds on our history of providing context about images in Google Search and exploring new research innovations like Backstory from Google DeepMind. Looking ahead, we will continue to invest in more ways to empower you to determine the origin and history of content online. Soon, we’ll expand SynthID verification to support …

The Gemini app gets new image verification features Read More »

accomplishments and qualifications, I am seeing a lower yield of job application to interview, especially within the past year or so. In common with others, I have considered Large Language Models (LLMs) to assist with resume creation and editing. Ideally, you should create a new resume for every job you apply for, tailoring how you …

Prompt Engineering vs RAG for Editing Resumes Read More »

Image by Author   Contents# Introduction# 1. Freelance Writing and Editing# 2. Graphic Design & Digital Art# 3. Web Development & Tech Freelancing# 4. Online Tutoring# 5. Social Media Management & Content Creation# 6. Personal Training & Online Coaching# 7. Photography & Videography# Final Thoughts # Introduction  Balancing classes, deadlines, and student life is already a challenge, but earning extra income doesn’t have to be.  …

7 High Paying Side Hustles for Students Read More »