online-learningScaler Academy AI / ML / Data Science track review (2026)
Aggregated source consensus on Scaler's 12-month AI/ML and Data Science cohorts: who they suit, what cited reviews flag about fees, refunds, and placement.
Reviews
Single-product summaries with the skip-this calls
Comparisons
A vs B, with date-stamped pricing and decision tables
Buying guides
Use-case first, the right pick per persona
AI tools and news
Sourced and verified, not press-released
AI research
Plain-English summaries of papers worth reading
Tutorials
Step-by-step, with the gotchas other guides skip
How-tos
Practical, with the products that genuinely help
Section
Single-product summaries with the skip-this calls.
online-learningAggregated source consensus on Scaler's 12-month AI/ML and Data Science cohorts: who they suit, what cited reviews flag about fees, refunds, and placement.
consumer-techRealme Narzo 80 Pro 5G review: ₹19,999 buys Dimensity 7400, 6,000 mAh, 80W Ultra Charge, OIS, IP66+IP68+IP69 — a year-old mid-tier rated for durability.
consumer-techNoise ColorFit Pro 6 at ₹5,999: sharp 1.85-inch AMOLED and BT calling, but built-in GPS is Max-only. Stretch to the Pro 6 Max or save ₹1,000 on the Pro 5 Max.
Section
A vs B, with date-stamped pricing and decision tables.
ai-toolsPer cited pricing pages, GCP's always-free e2-micro is the most durable free option; Azure's 750-hour B1s covers year one; AWS shifted to a $200 credit model.
ai-toolsPer cited reviews, DataCamp wins for data-skills practice, Coursera Plus for university certificates, Pluralsight for IT/cloud labs, Udemy Personal for breadth.
ai-toolsCited pricing pages map the three $5-$12/month VPS providers to different solo-dev needs: Linode for stability, DigitalOcean for tooling, Vultr for regions.
Section
Use-case first, the right pick per persona.
consumer-techThree sub-$250 27-inch developer monitors across Amazon US/UK/IN: LG 27MR400-B IPS FreeSync, BenQ GW2790 IPS, ASUS VG279Q1A 165Hz.
consumer-techThree under-$600 student laptops in May 2026 across Amazon US/UK/IN: HP 15s i3-1215U, Acer Aspire 3 Ryzen 3 7320U, Lenovo IdeaPad Slim 3 7520U.
consumer-techThree sub-$80 wireless headphones in May 2026 across Amazon US/UK/IN: Sony WH-CH520 on-ear, JBL Tune 770NC ANC, Anker Soundcore Q45 LDAC.
Section
Practical, with the products that genuinely help.
Section
Sourced and verified, not press-released.
ai-toolsAnthropic shipped Opus 4.7 in April, ran Code w/ Claude SF in mid-May, and Haiku 4.5 stays the cheap-and-fast tier. Here is the current lineup and pricing.
ai-toolsPick Copilot Studio when Microsoft 365 + Azure are the enterprise default and IT governance is mandatory. Skip for cost-sensitive consumer apps.
ai-toolsApple Intelligence rolled out to Indian iPhones in localised English. Hindi, Tamil, and Bengali are not supported. Compatible models, setup, and the language gap.
Section
Plain-English summaries of papers worth reading.
ai-researchPlain-English walkthrough of ActAdd, Representation Engineering, Contrastive Activation Addition, and Anthropic's Persona Vectors — what each paper proves, where…
ai-researchMulti-paper review of the ARC-AGI benchmark: Chollet's On the Measure of Intelligence (2019), the 2024 Prize Technical Report, o3's 87.5% breakthrough, and ARC-AGI-2.
ai-researchMulti-paper review of late-interaction retrieval (ColBERT, ColBERTv2), bi-encoder baselines (Sentence-BERT), and cross-encoder rerankers (BGE, Cohere) for production RAG.
Section
AI, ML, DL, dev, data, DevOps and more — step-by-step, with the gotchas other guides skip.
ai-tutorialsBuild a Python scraper that drives Playwright, screenshots a rendered page, sends the image to Claude Sonnet 4.6, and validates the output with Pydantic.
ai-tutorialsEnd-to-end: wire Claude into GitHub Actions to comment AI-generated review notes on every pull request, with secrets, cost estimates, and security guardrails.
ai-tutorialsUpload a CSV, ask Claude to analyse it with pandas in the sandbox, retrieve the generated chart, and validate cost-per-query — full Python walkthrough.