Beginnersblog

Most of the time people spend “thinking” is not spent in focused analysis. It is spent getting oriented, fighting procrastination, deciding where to start, revisiting the same considerations repeatedly, and failing to surface the counterarguments that would sharpen a conclusion. These are coordination problems. And prompts can address them directly. A January 2022 paper from Google Brain found…

Last August, Google released an AI image model with a ridiculous name and it broke the internet. Thirteen million new Gemini users in four days. Two hundred million image edits in weeks. The thing went so viral that “Nano Banana” trended in countries where people had never heard of Gemini. Then on February 26, 2026 Google dropped the sequel. And quietly, without most people noticing, it changed…

Custom GPTs are one of the most underused tools in AI. Most people treat ChatGPT like a search engine – typing the same prompts over and over. A Custom GPT eliminates that entirely. Here’s how to build one that actually works, with real examples you can steal. Step 1: Identify Your Repetitive Prompts Before you build anything, spend 10 minutes auditing how you actually use ChatGPT. Open your…

Prompt engineering started as a messy trial-and-error process but has now become a real skill that defines how we talk to AI. As tools like ChatGPT and other large language models become part of everyday work, knowing how to write clear and effective prompts is what separates average results from great ones. In this guide, you’ll learn what prompt engineering really means, how it started, the…

Let me guess. You tried ElevenLabs. The voice quality blew your mind. Then you looked at the pricing and realized you’d need to sell a kidney to generate voices at scale. Here’s what most people don’t know: you’re paying $22/month for 30,000 characters (that’s about 15 minutes of audio). Need more? That’ll be $99/month. Creating audiobooks, YouTube videos, or bulk content? You’re looking at…

Nano Banana by  Google’s Gemini 2.5 Flash– is a cutting-edge AI image generation and editing model. It can realistically “reimagine” photos based on text prompts and even combine or alter images while maintaining details like faces and styles. As the world’s top-rated image editing AI, Nano Banana opens up a world of opportunities for creators and businesses. Below is a comprehensive list of 100…

GPT-5: The AI Revolution Unveiled Contents Unified Intelligence Unprecedented Accuracy Coding Mastery Academic Supremacy Multimodal Understanding Safety & Reliability Accessibility Future Vision GPT-5 The AI Revolution Unveiled: A Unified Intelligence That Transcends Boundaries 80% Reduction in factual errors 74.9% SWE-bench score 1.6% Hallucination rate GPT-5 represents a paradigm…

MAANG Senior Interview Playbook The Senior MAANG Interview Playbook Stop just preparing. Start thinking like a MAANG leader. This is the actionable guide to go beyond the resume and land the offer. Section 1: Strategic Impact & Vision Do I understand the company’s mission and how this role ladders up to it? Action: Connect your biggest past wins directly to their mission. How does your role…

Pandas Mastery: Comprehensive Tabular Infographic Pandas Mastery: Quick Reference Pandas: The Essential Reference This table summarizes all core Pandas concepts, methods, attributes, and best practices for quick learning and revision. Category Topic / Method / Attribute Syntax / Formula Use Case / Explanation Key Tip / Interview Point Core Concepts What is Pandas? `import pandas as pd` Python…

1. Repeated Payments (Stripe) Problem: Identify any payments made at the same merchant with the same credit card and same amount within 10 minutes of each other, then return the total count of such repeats. Sample dataset CREATE TABLE transactions ( transaction_id INT, merchant_id INT, credit_card_id INT, amount DECIMAL(10,2), transaction_ts DATETIME ); INSERT INTO transactions VALUES (1,…

It’s Friday night. You’re finally done with work, ready to unwind with a good movie. You fire up Netflix… and scroll. And scroll. And scroll. Thirty minutes later, you’re still searching. The movie you actually want to watch? It’s not there. Maybe it’s on Disney+. Or Hulu. Or Amazon Prime. But wait—you don’t subscribe to all of them. And even if you do, somehow, nothing ever feels worth…

In 2018, I watched my early crypto experiments multiply in unexpected ways—and nothing beats the thrill of earning digital assets without spending a cent. Today, I’m excited to share a refreshed rundown of five free mining apps that let you earn crypto straight from your smartphone. Here are my top picks… 1. Alpha Network (Referral Code: SHAILESH007) Current Stats:• Price: Approximately…

Make.com is a powerful platform that allows you to connect different apps and services to automate tasks and workflows, increasing efficiency and productivity. Whether you’re a business owner, marketer, or simply someone looking to streamline your daily tasks, Make.com’s intuitive interface and extensive integration capabilities make it a valuable tool. This comprehensive guide will provide you…

The affiliate marketing world is booming, but standing out requires more than just slapping together some generic promotional materials. A powerful strategy is creating and selling “affiliate kits” – pre-packaged bundles of marketing assets that other marketers can use to promote a specific product or service. These kits save time and effort, making them highly valuable to busy affiliates. The…