Thinking Machines
A Practical Guide to AI, Large Language Models and How to Use Them

A Practical Guide to Programming, Python and Software Development
For beginners, career changers and future developers
Pre-order · releases 15 Dec 2026Paperback prices include all taxes; shipping is a flat ₹60 per order within India. PDF ebooks: 18% GST added at checkout.
Written for complete beginners, students, career changers and anyone curious about software in India, this practical guide teaches Python from the first line of code to databases, web applications, data analysis, automation, machine learning and large language models such as Claude, with the habits professional developers use every day.
Includes 54 screenshots of real code running, 47 illustrated figures, 86 case studies, 16 real-life programming scenarios, worked examples, self-check questions and ready-to-use templates, plus a career roadmap with jobs, pay, qualifications and business ideas.
Plus reference tables, glossary, self-check answers, ready-to-use templates and real-life scenarios.
Every guide ends with a career roadmap: jobs, typical starting pay, how careers grow, recognised qualifications, where to find work, business ideas and a 90-day action plan.
| Job | Where you work | Starting pay / month: tier-1 cities* | Tier-2 cities* |
|---|---|---|---|
| Junior Python developer | IT services, start-ups, product companies | ₹50,000–80,000at top tech employers; many freshers start lower | ₹18,000–40,000 |
| Web developer (front end or back end) | Agencies, start-ups, freelancing | ₹50,000–75,000at top tech employers; many freshers start lower | ₹16,000–38,000 |
| Software tester / QA engineer | IT services, product companies | ₹50,000–70,000at top tech employers; many freshers start lower | ₹16,000–35,000 |
| Data analyst (junior) | Companies of all sizes | ₹50,000–75,000at top tech employers; many freshers start lower | ₹18,000–38,000 |
| Technical support engineer | Software and SaaS companies | ₹50,000–70,000at top tech employers; many freshers start lower | ₹16,000–35,000 |
New to the field? Employers hire freshers who can already do the basic tasks safely and correctly. This book builds that foundation through practice, not just reading: here is what you will be able to do from your first day at work.
Many worked examples and exercises, from your first program to functions and files
Debugging methods, error messages explained and testing practice
SQL, APIs, web basics and data-analysis tasks used in junior roles
Capstone projects that turn your practice into a portfolio for interviews
*Typical starting pay per month for the first 0–2 years, reviewed in October 2026 against Glassdoor and Indeed India salary data. Tier-1: metro cities such as Delhi NCR, Mumbai, Bengaluru, Chennai, Pune and Kolkata. Tier-2: cities such as Jaipur, Lucknow, Chandigarh, Coimbatore, Kochi, Nagpur and Surat. For software, data, AI and security jobs, tier-1 figures are for product companies and large tech firms; many freshers in metros start at about ₹25,000–45,000. Pay varies by employer, skills and experience. Explore all careers →


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