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AI Career Guides
11 free reads
Blog & Guides
Practical write ups on AI, cloud, data and cybersecurity, plus a look at what our learners and instructors have been up to.
Featured Coverage3 articles
Cyber Defense
Cybersecurity
The Use of AI in Cyber Defense
How AI is being applied to find solutions to complex security problems that traditional defenses struggle with.
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Synthetic Data
Generative AI & ML
Reducing AI Bias with Synthetic Data
Generating artificial records to balance out biased datasets and improve overall model accuracy and fairness.
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In the Press
Company News
360 Digital Transformation: Producing the Next Gen of AI Geniuses
Siliconindia profiles our AI and machine learning training, our industry trainers and the three-month AI bootcamp.
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Forward Deployed Engineering & Agentic AI8 guides
The Role
Career Guide
What Is a Forward Deployed Engineer?
The role Palantir invented and every AI lab copied. Sourced definition, pay, skills and how to get in.
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India & US
Salary Data
FDE Salary in India and the US
Every source disagrees. We lay Glassdoor, SalaryExpert and hiring band data side by side so you see why.
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Three Titles
Career Comparison
FDE vs Solutions Architect vs AI Engineer
Three titles, one question that separates them: who owns the outcome after the code ships?
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The Rounds
Interview Prep
FDE Interview Questions
The round most strong engineers fail, the decomposition case study, and how to pass it.
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Palantir
Deep Dive
The Palantir FDE Role Explained
How a secretive defense contractor invented the hottest job in tech, and why the whole industry copied it.
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Protocol
Technical Tutorial
MCP Tutorial
The protocol becoming the USB port of AI. Core concepts, a working server in 30 lines, and production concerns.
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Retrieval
Technical Tutorial
How to Build Production RAG
Why your demo works and your deployment does not. The five upgrades that close the gap.
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Head to Head
Framework Guide
LangGraph vs CrewAI
Two philosophies of building agents, and the pattern experienced teams keep landing on.
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Certification Guides
97 guides · browse all →
Role Pathway
Linux Commands Cheat Sheet for DevOps in 2026: 50 Commands With Worked Examples
A Linux commands cheat sheet for DevOps in 2026: 50 commands in six job-based tables, a worked 2am disk-full fix and free ways to...
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Microsoft Azure
Prompt Engineer Salary in India 2026: Pay by Experience, Company Type and Why the Range Runs 4 to 60 LPA
Prompt engineer salary in India 2026 runs from 4 to 60 LPA. See advertised pay by experience, company tier, and the coding split that...
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Microsoft Azure
RAG vs Fine-Tuning in 2026: Real Costs, 10 Decision Criteria and Which One to Pick
RAG vs fine-tuning in 2026: OpenAI closed self-serve fine-tuning to new users in May 2026. Compare cost, accuracy and 10 criteria before you build.
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Microsoft Azure
Tech Salary in Mumbai 2026: What 9 to 30 LPA Actually Leaves You After Rent
Tech salary in Mumbai 2026: Glassdoor puts data engineers near Rs 9.4 LPA average, while a Powai 2BHK rents from Rs 55,000 a month....
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Microsoft Azure
What Is a Microsoft 365 Copilot Administrator? Role, Skills and Salary in India (2026)
A Microsoft 365 Copilot administrator explainer: role, daily tasks, AB-900 domain weights, and 2026 India salary bands from 5 LPA to 30 LPA, explained.
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Microsoft Azure
SQL Query Optimization in 2026: 10 Mistakes That Make Queries Slow and How to Fix Each One
SQL query optimization explained: 10 mistakes that make queries slow, the EXPLAIN output that proves each one, and the exact rewrite that fixes it.
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Microsoft Azure
Manual Testing to Automation Testing in India 2026: The 6-Month Plan, Skills Gap and What the Switch Pays
Manual testing to automation testing in India: a 6-month plan, skills gap table and the Rs 7 to 14 LPA bands listings advertise in...
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Microsoft Azure
What Is Context Engineering in 2026? How It Works, Why Agents Fail and 6 Techniques That Cut Token Costs
Context engineering is why AI agents fail in production. Learn how it works, 6 techniques that cut agent token use by up to 84%,...
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Microsoft Azure
Singapore Tech Salary Guide 2026: What AI, Cloud and Data Roles Actually Pay
Singapore tech salary data for 2026: the S$5,600 Employment Pass floor, AI roles at a 20-30% premium, plus which employers are hiring and where.
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Microsoft Azure
What Is Claude Opus 5? 1M-Token Context, Agentic Benchmarks and How to Start Using It in 2026
Claude Opus 5 brings a 1 million token context window and benchmark scores ahead of Sonnet 5. See specs, pricing and where it earns...
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Microsoft Azure
What Is CI/CD? How the Pipeline Works, CI vs CD, and Your First Workflow in 2026
What is CI/CD? Plain-English guide to the 9 pipeline stages, CI vs CD, a GitHub Actions workflow you can copy, and the free-tier limits...
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Role Pathway
Generative AI Developer Salary in India 2026: Pay Bands by Experience, Employer Tier and the Skills That Move Them
Generative AI developer salary in India 2026: advertised bands by experience and employer tier, from 4,935 Glassdoor openings. See what each level pays.
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Microsoft Azure
Microsoft Fabric vs Databricks in 2026: Cost, Certifications and Which One Gets You Hired in India
Microsoft Fabric vs Databricks for Indian data careers: F2 capacity pricing, DP-700 vs Databricks exam facts, a worked cost scenario and a clear verdict.
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Microsoft Azure
Cloud Engineer Jobs in Chennai 2026: Salary Bands, Skills and Which GCCs Are Hiring
Cloud engineer jobs in Chennai pay about Rs 5 to 8 lakh for freshers and Rs 17 to 25 lakh senior. See which GCCs...
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Microsoft Azure
AZ-305 vs AZ-400: Which Azure Certification Should You Take First in 2026?
AZ-305 vs AZ-400 compared: what each Azure exam tests, what it costs in India, and which to sit first if you design systems or...
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Microsoft Azure
How to Use AI in Finance Work in 2026: 6 Prompt Patterns, a Worked Variance Report and Where It Breaks
How to use AI in finance work in 2026: six prompt patterns for financial analysis, a worked variance report from CSV to commentary, and...
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Microsoft Azure
Java Developer to AI Engineer in India 2026: The 8-Month Plan, Skills Gap and What the Switch Actually Pays
Java developer to AI engineer in India takes 6 to 10 months part-time. Get the month-by-month plan, the skills gap and the pay bands...
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Microsoft Azure
What Is WebMCP in 2026? How Websites Expose Tools to AI Agents, WebMCP vs MCP, and 6 Steps to Get Started
What is WebMCP? The W3C browser standard that lets websites expose typed tools to AI agents, how it differs from MCP, and a 6-step...
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Microsoft Azure
Cloud Engineer Jobs in Toronto 2026: What 1,600+ Openings Pay and Who Is Hiring
Cloud engineer jobs in Toronto advertise roughly CAD 79,000 to 148,000 across 1,600+ openings. See salary bands, who is hiring and a 90-day plan.
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AWS
SAA-C03 vs DOP-C02: Which AWS Certification Should You Take First in 2026?
SAA-C03 vs DOP-C02 side by side: exam domains, cost and salary bands in India, which AWS certification to take first, and a 12-week plan...
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Microsoft Azure
How to Run an LLM Locally in 2026: Ollama Commands, Hardware and What It Really Costs
Run an LLM locally with Ollama: quickstart commands, memory maths for your hardware, the 4k context trap, and when a hosted API is still...
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Microsoft Azure
Cloud Solutions Architect Salary in India 2026: What 8,500+ Listings Say About AWS and Azure Pay
Cloud solutions architect salary in India by experience and company type, read from 8,500+ AWS and Azure listings, plus what moves an offer up...
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Microsoft Azure
AI Engineer vs Machine Learning Engineer in 2026: Salary, Skills and Which Role to Pick in India
AI engineer vs machine learning engineer in India: pay, stack, certifications and switching time in a 10-row table, plus a clear verdict on which...
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Microsoft Azure
Data Analyst Jobs in Pune 2026: Pay Bands, Who Is Hiring and a 90-Day Plan
Data analyst jobs in Pune by corridor: what Hinjawadi, Kharadi and Magarpatta employers pay, who is hiring, and a 90-day plan to get shortlisted.
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Microsoft Azure
What Is Claude Cowork in 2026? Anthropic's AI Desktop Coworker Explained, With India Pricing and 6 Real Use Cases
What is Claude Cowork? Anthropic's AI coworker in Claude Desktop that reads files, runs scheduled tasks and uses Dispatch, with India pricing and 6...
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Microsoft Azure
What Is Kubernetes? Plain-English Definition, How It Works and Where You Will Use It in 2026
What is Kubernetes? A plain-English definition, how its control loop works with a diagram, Kubernetes vs Docker, and a free local cluster in ten...
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Microsoft Azure
IT Support to Cloud Engineer in India 2026: The Real Timeline, Skills Gap and What It Pays
IT support to cloud engineer in India is a 10 to 14 month switch. See the four skill gaps that matter, a 12-month plan...
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Microsoft Azure
A2A Protocol Explained in 2026: How Agent2Agent Works, MCP vs A2A, and Your First Multi-Agent Build
The A2A protocol lets AI agents on different frameworks discover each other and delegate tasks. How it works, MCP vs A2A, and an 8-week...
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Microsoft Azure
AI Engineer Jobs in London 2026: Salary Bands, Hiring Clusters and the Skills That Get You Shortlisted
AI engineer jobs in London: salary bands by experience, the King's Cross and Shoreditch hiring clusters, visa routes from India and a 90-day shortlist...
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Microsoft Azure
PL-300 Exam Prep 2026: A 6-Week Study Plan to Pass the Microsoft Power BI Data Analyst Certification
PL-300 exam prep for 2026: a 6-week Power BI study plan, exam format and fees in India, practice question patterns and the mistakes that...
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Role Pathway
8 Generative AI Project Ideas for 2026: Stack, Data and What Interviewers Ask
Eight generative AI project ideas for 2026, each with a free stack, dataset and about $25 a month in API cost, plus the questions...
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Microsoft Azure
MLOps Engineer Salary in India 2026: Advertised Pay by Experience, Company Type and Skill Stack
MLOps engineer salary in India in 2026 by experience band and company type, from Naukri, LinkedIn and Glassdoor listings, plus the 4 levers that...
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Role Pathway
Power BI vs Tableau in 2026: Which BI Tool Wins for Data Analyst Jobs in India?
Power BI vs Tableau for 2026: pricing, certification cost, Indian job demand and AI features, with a 40-seat cost model and a clear verdict...
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Microsoft Azure
Data Engineer Jobs in Hyderabad 2026: What 4,000+ Openings Say About Salary and Skills
Data engineer jobs in Hyderabad topped 4,300 listings in September 2026. See who is hiring from HITEC City to Kokapet, salary bands and a...
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Microsoft Azure
Data Engineer Roadmap 2026: 7 Steps to Land Your First Job in India With Microsoft Fabric
Data engineer roadmap 2026 in 7 steps, from SQL basics to Microsoft Fabric DP-700 and portfolio projects, to land a first job in India...
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Role Pathway
SQL Interview Questions for Data Analyst Roles in 2026: 20 Questions With Model Answers
20 SQL interview questions for data analyst roles in 2026, with model answers and runnable queries you can test on a free local database...
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Microsoft Azure
How to Become a Data Analyst Without Experience in India (2026): A 10-Month Switch Plan From a Non-Tech Job
How to become a data analyst without experience in India: a 10-month switch plan from a non-tech job, the skills gap, fresher salary bands...
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Microsoft Azure
What Is Apache Iceberg in 2026? The Open Table Format Explained, Iceberg v3, and 7 Skills to Learn
What is Apache Iceberg? How the open table format works, what Iceberg v3 changed, how it compares with Delta Lake and Hudi, and a...
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Microsoft Azure
DevOps Jobs in Dubai 2026: Salary Bands, Skills and Who Is Actually Hiring
DevOps jobs in Dubai: salary bands in AED by experience, employers hiring in Internet City, DIFC and Silicon Oasis, and the certifications recruiters want.
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Microsoft Azure
Enterprise AI Agents in 2026: Why Only 23% of Pilots Scale, and 6 Skills That Close the Gap
Enterprise AI agents are piloted everywhere in 2026, yet only 23% of organizations scale them to production. Why the gap exists and 6 skills...
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Role Pathway
Docker Tutorial for Beginners 2026: Containerise a Python API in 7 Steps
A Docker tutorial for beginners: go from an empty folder to a hardened multi-stage image serving a Python API, with Compose, a command reference...
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Microsoft Azure
DevOps Engineer Salary in India 2026: Pay by Experience, Company Type and Certification
Glassdoor reports an Rs 9L average, listings trackers an Rs 18L median. Advertised bands by experience and employer type, plus SAA-C03 at about Rs...
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Role Pathway
AZ-305 vs SAA-C03 in 2026: Which Cloud Architect Certification Is Better for Indian Careers?
SAA-C03 costs USD 150 with no prerequisite; AZ-305 needs AZ-104 first, roughly USD 330. Fees, 8 to 12 vs 16 to 22 weeks prep,...
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Microsoft Azure
AI Engineer Jobs in Bangalore 2026: Salary, Skills and Companies Hiring
Glassdoor listed 10,122 AI engineer jobs in Bengaluru in August 2026. At 2 to 5 years, services firms advertise ₹8 to 15 lakh and...
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Role Pathway
CCAR-P Exam Prep 2026: An 8-Week Study Plan for Claude Certified Architect Professional
A week-by-week CCAR-P study plan: 4 technical weeks, 4 on governance and the capstone defense, all 7 exam domains, 2 timed mocks and Pearson...
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Microsoft Azure
Retrieval Augmented Generation Explained in 2026: How RAG Actually Works, Step by Step
Chunk, embed, retrieve, rerank, generate: the five RAG stages, 500-1,000 token chunks at 10-20% overlap, and Anthropic's 67% cut in failed retrievals.
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Microsoft Azure
Data Analyst to Data Engineer in 2026: A 9-Month Switch Plan, Skills Gap and What It Actually Pays in India
Naukri listed 21,838 data engineering vacancies in India; Indeed puts the average at Rs 9,82,932. A 9-month plan, five skill gaps, a 20-35% switch...
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Claude Certification
CCAR-F vs CCAR-P: Which Claude Architect Certification Should You Take in 2026?
CCAR-F covers 5 exam domains in a 6-week prep cohort; CCAR-P covers 7 plus a capstone architecture defense in 8 weeks. Salary bands: ₹8-16...
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Microsoft Azure
Agentic AI Jobs in India 2026: How a 300% Hiring Surge Is Creating 6 New Tech Careers
Agentic AI job postings in India rose roughly 300% in 14 months: the 6 job titles hiring separately, ₹6-12 LPA entry pay and ₹18-32...
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Role Pathway
CCDV-F Exam Prep 2026: A 6-Week Study Plan for Claude Certified Developer Foundations
A 6-week CCDV-F study plan: 40+ hours across eight exam domains, two timed mock exams, the MCP domain most candidates skip, and a ₹12,999...
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Learning Tracks
all courses →
7 courses
Claude Certification Track
Preparation for Anthropic's official Claude certification exams — Associate, Developer, and Architect at both Foundations and Professional level.Live weekend cohorts,...
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2 courses
Cloud & DevOps Architect Track
Twelve-week live programs that take you to dual architect-level certification on AWS or Azure — the two credentials that move...
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5 courses
The Career Stack
Fifteen focused add-on courses that turn a certification into a job offer — the fundamentals underneath the flagship programs, plus...
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14 courses
Live Cohort — 27 September
Live weekend cohorts starting 27 September 2026. Classes run Saturday and Sunday, 8:00–11:00 PM IST, so you keep your job...
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