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Meet Ravi Singh, the founder of LogiMojo, who is recognized as a Principal AI Scientist. He has a specialization in AI for more than 15 years, with hands-on work experience in the field of Artificial Intelligence, Machine Learning, and Deep Learning technologies. The innovative business solution developed successfully by him has tackled most of the challenging problems in the landscape of Artificial Intelligence in tech giants like Amazon and Walmart Labs. The knowledge that will be shared by him and insights with multiple Data Science and AI communities help others to learn and grow. Ravi Singh, as the author of the article, has thoughtfully analyzed various AI programs and focuses on beginner-friendly courses that guide newcomers with clarity and help them build confidence.
In 2025, getting hired in AI isn't just about what you know—it's about what you can prove. The best courses prepare you for the two most critical parts of the job hunt: building impactful data science projects for your portfolio and mastering the machine learning interview questions. This guide filters for courses that deliver on both. As a software engineer, you're at the heart of India's AI revolution. This guide is tailored for you, breaking down the top global courses. For those who prefer local options, we've also compiled a specific list of the best AI courses in Bangalore. We analyze which programs provide the best path to landing a top data scientist salary right here in the city.
Explore CoursesReady to take the next step in your learning journey? We’ve done the work for you! LogicMojo has created clear course cards of our top picks for 2025. You can take a quick look at each course card to see all the key details, which include the cost and details of the ideal student profile. Looks easy, right? In this way, you can easily compare your options and pick the course that is just right for you!
Artificial Intelligence and Machine Learning is the top in our list of overall AI course, which is the best overall program for those seeking to change their career and step into the world of AI technology with a secured role. The jobs designed for this course include AI Engineer and Generative AI Architect.
Senior AI Scientist @ Intuit | Ex - Amazon | M. Tech (CS)
"I was always looking for a course that offered real hands-on experience... it’s a practical, immersive experience that really helps you apply what you learn."
This course is essential for developers wanting to build real applications powered by LLMs. Taught by Isa Fulford, it dives straight into practical development using the LangChain framework. You'll learn how to implement function calling, build chatbots with memory, and create autonomous agents—skills that are in extremely high demand for modern software engineering roles.
Senior ML Engineer @ Freshworks
"This course is a must for any developer working with LLMs. It moves beyond basic API calls and teaches you how to build robust, agentic systems with LangChain. The function calling module alone is worth the price of admission. It directly translates to building more powerful and useful AI products."
Offered by Vanderbilt University, this specialization provides a structured, academic approach to integrating AI into software. It covers everything from using GitHub Copilot to enhance productivity to understanding the engineering principles behind Generative AI. It's ideal for developers who want a comprehensive, university-backed curriculum to master prompt engineering and AI-powered software development.
AI Product Manager @ Zoho
"For developers in India looking for a credential that carries weight, this specialization from Vanderbilt is a strong choice. It’s less about one specific tool and more about building a foundational, engineering-first mindset for AI development. The module on AI-assisted code completion is immediately applicable."
For engineers in India seeking a credential with unparalleled prestige, this ePGD from IIT Bombay is the definitive choice. This program offers a rigorous, in-depth curriculum covering advanced algorithms, systems, and theoretical foundations of AI and ML. It's designed for professionals aiming for senior technical roles like AI architect or research scientist, providing a level of academic depth that few other online programs can match.
Staff Engineer @ Google, Bengaluru
"The IIT Bombay brand is unmatched in the Indian tech industry. This ePGD is not a short-term bootcamp; it's a serious academic commitment. For engineers in Bengaluru looking to move into high-level research or architect roles where deep theoretical knowledge is critical, this program is the gold standard. The network you gain is as valuable as the curriculum."
This program is uniquely tailored for developers who want to master both full-stack development and AI integration. It covers the entire MERN stack while embedding AI fundamentals, including Generative AI and prompt engineering. With a job guarantee, it's a pragmatic choice for Bengaluru-based engineers looking for a direct and secure path to becoming an AI-enabled developer, a role that is increasingly in demand.
Lead Software Engineer @ Capgemini, Bengaluru
"The 'AI-Powered Full Stack' title isn't just a buzzword here; it's a practical reflection of the current job market in Bengaluru. Companies want developers who can build end-to-end applications and also know how to leverage AI tools. The job guarantee from Simplilearn makes this a low-risk, high-reward investment for any developer looking to future-proof their career."
This professional certificate from IBM is a powerhouse for software engineers looking to master the entire software lifecycle. It goes beyond just coding and dives deep into Agile, Scrum, and CI/CD pipelines using tools like DevOps, Python, and Docker. For engineers in a competitive market like Bengaluru, these skills are crucial for building and deploying applications efficiently and at scale.
DevOps Lead @ SAP Labs India
"In the Bengaluru tech scene, knowing how to code is only half the battle. You need to know how to ship. This IBM certificate is fantastic because it teaches the end-to-end engineering practices that companies are desperate for. The hands-on labs with Docker and Jenkins are directly applicable to what we do every day. It's a solid credential for any engineer."
In today's tech landscape, especially in hubs like Bengaluru, cloud proficiency is non-negotiable. This hands-on course from AWS is laser-focused on teaching developers how to build and deploy applications on the world's leading cloud platform. You'll work with core services like EC2, S3, and Lambda, and learn best practices for CI/CD pipelines on AWS. It's a highly practical course for any developer looking to become cloud-native.
Cloud Architect @ Oracle, Bengaluru
"Many developers in Bengaluru learn to code, but they often lack practical cloud skills. This AWS course fills that gap perfectly. It's not just theory; the hands-on labs force you to actually build and deploy. For any engineer who wants to be more than just a coder, this is an essential, resume-boosting course."
UpGrad's mastery certificate is designed for Bengaluru's working professionals who need a structured path to mastering Generative AI. The program stands out for its strong career support, including resume building and interview prep, which is a major advantage in a competitive job market. It covers practical applications like building with GPT models and integrating AI into existing software stacks, making it a highly relevant and career-oriented choice.
Engineering Manager @ Flipkart, Bengaluru
"UpGrad has a strong reputation here in Bengaluru for its focus on career outcomes. This GenAI certificate is perfect for developers who not only want to learn the tech but also need a clear strategy to land a better job. The structured learning and dedicated career services are a huge plus."
Udacity's Nanodegree programs are famous for their hands-on, project-based approach. This course is perfect for developers in Bengaluru who learn best by doing. You'll build real-world projects covering essential Python libraries, neural networks, and core AI concepts. The strong mentor support and career services provide a practical path from learning to getting hired, making it a popular choice for upskillers.
AI/ML Consultant @ TCS, Bengaluru
"For developers in Bengaluru who are tired of pure theory, Udacity's focus on building a portfolio is a major advantage. The Nanodegree structure ensures you come out with tangible projects to show employers. The one-on-one mentor feedback is invaluable for getting unstuck and understanding industry best practices."
In partnership with IIT Kanpur, this bootcamp is a rigorous program for developers aiming to lead in AI-driven development. It focuses on building a deep, practical understanding of how to weave AI into every stage of the software development lifecycle. For engineers in Bengaluru, the IIT Kanpur credential and hands-on capstone project provide a significant competitive edge and a pathway to more senior, specialized roles.
Senior Technical Architect @ Wipro, Bengaluru
"The association with IIT Kanpur makes this Talentsprint bootcamp a standout choice. It signals a level of academic quality and rigor that is highly respected in the Bengaluru tech ecosystem. This program is ideal for developers who not only want to learn AI but also want the credibility of a top-tier institution on their resume."