Google (via Coursera)
Strong beginner data science resource. Google provides industry-relevant curriculum with focus on employability.
Google Data Analytics Professional Certificate is a comprehensive beginner-level resource offered by Google, focused on building practical skills in data science and analytics. Whether you're a complete beginner looking to start a new career or a professional aiming to upgrade your skills, this resource provides a thorough learning experience.
This is a professional certificate program designed to validate your skills for employers. The curriculum has been developed in collaboration with industry experts to ensure it covers exactly what hiring managers look for. Upon completion, you'll receive a shareable certificate that you can add to your LinkedIn profile, include in your resume, and present during job interviews. Many recruiters at Indian tech companies specifically look for these credentials when screening candidates.
This resource covers topics essential for success in data science and analytics, including Python, SQL, Pandas, NumPy, data visualization, statistics, and machine learning basics. The curriculum is structured to build your knowledge progressively — starting with foundational concepts and advancing to real-world applications.
By the end, you should be able to:
Duration: Estimated duration: 180 hours of content, designed to be completed in 18-36 weeks at a comfortable pace.
No prior experience is required. This course starts from the absolute basics and gradually builds up complexity. A computer with internet access is all you need to get started.
This resource is designed for a wide audience:
Pricing: The course content is free to access. A verified certificate is available for a fee.
Completing this resource and building related skills can prepare you for roles such as Data Analyst, Business Analyst, Data Scientist, Analytics Engineer. Realistic salary bands in India (2025-2026), based on Naukri/AmbitionBox data:
Actual offers vary heavily by city, company tier, and how strong your portfolio or interview performance is. Companies actively hiring in this space include TCS, Infosys, Flipkart, Amazon, Swiggy, Zomato, PhonePe.
The data science industry in India is projected to grow at 27% CAGR through 2028. Companies across all sectors — from banking (HDFC, ICICI) to e-commerce (Flipkart, Amazon) to healthcare (Practo, PharmEasy) — are building data teams. India currently has a shortage of 200,000+ data professionals, making this one of the best fields to enter right now. Cities like Bangalore, Hyderabad, Pune, and Gurgaon have the highest concentration of data science jobs.
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Free to audit, Rs 3,499/mo for certificate