The SamkhyaAcademy blog

Career guidance, fresher jobs and AI learning

Practical articles to help freshers start a career in software, AI, testing and digital marketing.

All Career guidance 11 Skill roadmaps 10 AI tools and workshops 4 Interview preparation 6 Student stories 3

REST APIs explained for freshers

REST APIs explained for freshers: what an API is, how requests and responses work, common methods, status codes, JSON, authentication and how to try one yourself.

14 Oct 2026 · 5 min read

Interview preparation

How to build a project portfolio that gets noticed

How freshers can build a project portfolio that recruiters remember: choosing ideas, building end to end, using GitHub well, writing case studies and presenting everything clearly.

14 Oct 2026 · 5 min read

AI tools and workshops

How to use AI tools to learn faster (without cheating yourself)

How students can use AI tools to learn faster: explaining concepts, making practice questions, getting feedback, and the habits that keep you thinking for yourself.

13 Oct 2026 · 5 min read

Skill roadmaps

SEO basics for beginners: how websites get found

SEO basics for beginners: how search engines find and rank websites, and simple steps for keywords, content, on-page SEO, links, speed and measuring results.

12 Oct 2026 · 5 min read

Student stories

Student success stories: what our learners say

What learners say about SamkhyaAcademy: honest reviews from students of Full Stack Development, Automation Testing, Digital Marketing, Generative AI Tools and Data Structures and Algorithms.

12 Oct 2026 · 6 min read

Career guidance

A day in the life of a software tester

What does a software tester do all day? A realistic look at a typical day, the tools and skills involved, the challenges, and how freshers can start a testing career.

5 Oct 2026 · 5 min read

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