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The best Artificial Intelligence courses help you move from basic concepts to building and deploying real AI systems. You gain Generative AI skills and prepare for job-ready roles across industries.
Learn from faculty at globally top-ranked universities
Earn an average salary hike of 51% after completion
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Executive Diploma
12 Months
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6 Months
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IIT Kharagpur
Executive Post Graduate Certificate in Building AI Products, Systems & Services - IIT KharagpurExecutive Post Graduate Certificate
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IIIT Bangalore
Executive Programme in Generative AI & Agentic AI for LeadersIndia’s #1 Tech University
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The work you do today may already be easy for AI to replace. Find out where you truly stand.
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The AI Industry is growing rapidly and is expected to continue to do so in the coming years. As Artificial Intelligence becomes more sophisticated and accessible, it is likely to have a major impact on all industries
95%
Businesses expect AI to have a positive impact on their industry in the next five years
37%
Organisations have adopted AI
16%
Expected to replace all US jobs in less than half a decade
77%
Businesses are using AI for automation
The Artificial Intelligence course will teach you how to build and deploy AI models that will help in predicting and classifying information and automating tasks and language processes. upGrad AI programs start with basic concepts, such as how AI systems function and how machines are trained using data, so you can build models that deliver accurate results.
Artificial intelligence courses cover topics such as AI Fundamentals, Data Preprocessing, Feature Engineering, Machine Learning, Deep Learning, NLP, Generative AI, Model Training, and Evaluation and Deployment.
upGrad provides a wide range of Artificial Intelligence courses for working professionals, which include executive diplomas, certificates, executive postgraduate programs, and master's programs. These courses are offered in collaboration with the top institutes like IIIT Bangalore, IIT Kharagpur, IIM Kozhikode, IIT Delhi, and Liverpool John Moores University.
The best AI courses for beginners are the Generative AI Foundations Certificate Program and the Artificial Intelligence and Machine Learning Certification Program from upGrad. These courses not only cover advanced topics but also introduce the basics of AI, Python programming, and machine learning, along with real-world projects that help you learn the concepts practically, not just theoretically.
The eligibility requirements vary across upGrad’s AI programs. For example, the Executive Diploma in Machine Learning & AI requires a bachelor’s or master’s degree with at least 50% marks. The MSc in Machine Learning & AI from LJMU requires a bachelor’s degree with 50% marks, completion of the EPGP in ML from IIIT Bangalore, and at least one year of technical work experience. The Chief Technology Officer & AI Leadership Programme requires a bachelor’s degree and a minimum of eight years of professional experience.
Having basic skills in Python programming is recommended while learning AI, especially when we talk about machine learning and deep learning. Many upGrad Artificial Intelligence Program cover the basics of Python programming, making it possible for people without any background in programming to build an adequate base before getting to more complicated AI topics
It is not always necessary to have programming experience to learn Artificial Intelligence. There are many introductory Online AI Programs where the basics of programming are taught before going into the machine learning part.
Statistical, probabilistic, and linear algebraic fundamentals are good assets in dealing with AI. Some more complex topics could also include basic calculus knowledge. There is no need to have prior math skills before studying AI as the relevant math principles could be learned at the same time as AI learning and projects.
Technical skills required in AI are Python Programming, Machine Learning, Deep Learning, and Data Analytics. Some basic understanding of Statistics and Linear Algebra would be beneficial. Skills like LLMs, Prompt Engineering, RAG, AI Agents, PyTorch, and Hugging Face could come handy for Generative AI.
The duration of an Online AI Program depends on the particular course. For instance, upGrad’s AI courses in India are from five-months’ certificate courses to eighteen months’ master's degree courses, with some executive diploma courses taking twelve months to complete.
There is no single fee for an Artificial Intelligence Program because upGrad offers programs with different durations, credentials, and university partners. Check the individual programme page for the current fee, payment schedule, and available EMI options.
AI is the wider term for the creation of machines which can do things that normally require intelligence. Machine learning (ML) is a part of AI which allows systems to learn from data and make predictions or decisions.
Deep learning (DL) is a part of ML which involves using multi-layered neural networks for recognizing complex patterns in big amounts of data. To sum up, AI is the more general term, ML is the methodology, while DL is a particular method of ML.
Depending on the course, some of the possible tools are: Python, R, SQL, Pandas, Numpy, Matplotlib, Seaborn, Scikit-learn, Tensorflow, PyTorch, natural language processing, Jupyter Notebook, Google Colab, Git, GitHub, cloud.
upGrad's Artificial Intelligence Program includes projects such as Credit EDA, telecom churn prediction, face mask detection, machine translation, news recommendation, and gesture recognition. Other project examples include sales forecasting, GAN-based style transfer, and sentiment-based product recommendation.
Career choices can range from AI Engineer, Machine Learning Engineer, Data Scientist, AI Analyst, Computer Vision Engineer, NLP Engineer, and AI Solutions Architect, among others, depending on individual competencies.
By taking online Artificial Intelligence Program, professionals get the option to study while working. Different programs offer various advantages ranging from structure to mentoring and interaction.
Python is the main programming language used in AI training. In addition, there are some training programs that use R and SQL. The R is used in statistics while the SQL in databases. Python is used in machine learning, deep learning, and AI.
An Artificial Intelligence Program is a learning program through which you develop knowledge and practical skills, while an Artificial Intelligence Certification Course is a credential that confirms completion of defined training or assessment. AI courses may include projects, assignments, mentorship, and practical work beyond the credential.
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