Image by Author # 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 than you’d think. If you Google it, you’ll find dozens of imputation methods, from the dead-simple (just …
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, …
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 # 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 truth: data cleaning consumes a huge portion of project time. Data scientists and analysts spend a great deal of their time …
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 # Introduction As we look forward to what may transpire in AI this year, it’s good to take stock of what happened in 2025. And a lot happened. It would be too much to go through everything, obviously, but focusing on ten of the top developments is certainly possible. The list is …
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 …
Image by Author # Introduction Balancing classes, deadlines, and student life is already a challenge, but earning extra income doesn’t have to be. Thanks to the rise of remote work and digital freelancing platforms, students today can access high-paying side hustles that fit perfectly around busy schedules. Whether you prefer writing, design, coding, teaching, fitness, …
