162 articles — career tips, tech guides and industry insights

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Databricks certification 2026 — all paths (Data Engineer Associate/Professional, Data Scientist Associate/Professional, Machine Learning Engineer, Generative AI Engineer). Costs, syllabus, salary impact, and prep plan.

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Unstructured data examples — image (JPG/PNG), video (MP4), audio (MP3), PDF, DOCX, log files. How unstructured differs from structured/semi-structured. Storage (S3, ADLS) and processing tools (Spark, NLP, computer vision).

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What is the purpose of a schema in a database — logical vs physical schema, schema vs database, examples in PostgreSQL/MySQL/SQL Server, star schema vs snowflake schema, and best practices.

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Database engineer career in India 2026 — role (PostgreSQL/MySQL/MongoDB/Oracle), skills (SQL tuning, replication, backups, security), salary ₹8–60 LPA, and roadmap from fresher to senior DBA.

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What is data engineering in 2026 — role breakdown (ETL/ELT, pipelines, warehouses, lakes), top skills (Spark, Airflow, dbt, Snowflake, Databricks), salary (₹8–70 LPA), and a clear 12-month roadmap.

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Eclipse IDE for Enterprise Java and Web Developers — what it is, how to install (2026-09), plugins (Spring Tools, EGit, WindowBuilder), Tomcat/Jetty setup, and best features for Jakarta EE / Spring Boot development.

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What is a DevOps engineer in 2026 — full role breakdown (CI/CD, IaC, cloud, SRE), top skills (Kubernetes, Terraform, AWS), salary (₹6–70 LPA), and career roadmap from fresher to principal engineer.

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Cloud architect salary in India 2026 — fresher ₹14–22 LPA, mid ₹25–45 LPA, senior ₹45–80 LPA. AWS / Azure / GCP variations, top employers (Google, Microsoft, Amazon), and certifications that boost pay.

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DevOps engineer salary in India 2026 — fresher ₹6–10 LPA, mid ₹12–22 LPA, senior ₹25–45 LPA, lead ₹40–70 LPA+. City-wise (Bangalore, Hyderabad, Pune, Mumbai) and top-employer variations included.

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India Post GDS recruitment 2026 — expected Gramin Dak Sevak vacancies (cycle 2 likely), eligibility (10th pass), salary (~₹10,000–14,500/month), selection process (merit-based), and step-by-step apply guide at indiapost.gov.in.

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CSIR NET 2026 — eligibility (M.Sc / equivalent with 55%), exam pattern (Single Paper MCQ, 200 marks, 3 hrs), subject-wise syllabus (Chemical Sciences, Life Sciences, Mathematical, Physical, Earth Sciences), and 6-month preparation plan.

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NEET PG 2026 expected cutoff — category-wise qualifying marks (General/EWS/OBC/SC/ST), predicted ranks vs score, and 2025 reference points. Plan your PG admission with realistic cutoff expectations.