Master industry-relevant AI skills through live classes led by seasoned experts, masterclasses conducted by IIT Kanpur faculty, and practical hands-on projects.
Program completion certificate from E&ICT Academy, IIT Kanpur
Live masterclasses delivered by distinguished IIT Kanpur faculty
Learn live from experienced industry veterans in the realm of AI and Machine Learning
Perfect your skills with 25+ hands-on projects and 3 industry-oriented capstone projects
Exposure to ChatGPT, Hugging Face, DALL-E 2, Gemini, and other prominent tools
Earn trophy and badges for ‘Microsoft Azure AI Fundamentals’ on Microsoft Learn
Commence your educational endeavor with our Generative AI and Machine Learning certificate course. Immerse yourself in a distinctive and comprehensive learning experience designed to delve into every facet of the generative AI and machine learning domain, providing you with the essential foundation required to launch your career ambitiously.
Gain vital Python skills essential for the program's entirety. Utilize Python to proficiently execute algorithms, analyze data, and construct intelligent systems with efficacy.
This course encompasses fundamental data science principles such as data preparation, model development, and evaluation, alongside essential Python concepts like strings, Lambda functions, and lists. Dive into NumPy, linear algebra, statistical concepts (including central tendency, dispersion, skewness, covariance, and correlation), as well as hypothesis testing methods like Z-test, T-test, and ANOVA.
Prepare to delve into the realm of machine learning! This course explores diverse types of machine learning and their practical applications. You'll study the machine learning pipeline, focusing on supervised learning with regression models and classification algorithms. Additionally, we'll cover unsupervised learning, emphasizing clustering techniques and ensemble modeling. Furthermore, you'll evaluate frameworks such as TensorFlow and Keras, and gain hands-on experience.
Explore the fundamentals and applications of deep learning, discerning its differentiation from machine learning. Covered topics encompass neural networks, forward/backward propagation, TensorFlow 2, Keras, performance optimization, model interpretability, CNNs, transfer learning, object detection, RNNs, autoencoders, and PyTorch.
This course offers an extensive exploration of cutting-edge AI concepts, including generative AI, prompt engineering, LLMs, and ChatGPT, among others. Participants will attain a deep practical understanding of these topics, learning how to effectively apply them across various business contexts. Additionally, the course delves into the intricate workings of prompt engineering and its pivotal role in crafting customized outputs to meet specific needs.
Embark on an exploration of the creative capacities of artificial intelligence through this Generative AI course. Immerse yourself in the captivating realm of generative models, such as Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs), alongside revolutionary Large Language Models (LLMs) and Transformer architectures. Delve into attention mechanisms, discovering their role in enhancing AI model capabilities.
At the end of the Machine learning course, participants embark on a capstone project, where they get to put their newfound skills into action. With guidance from mentors, they tackle real industry challenges head-on. This project isn't just the final stretch of their learning journey; it's also a chance to show off their abilities to potential employers in a real-world context.
Tell us a bit about yourself and why you want to do this course
An admission panel will shortlist candidates based on their application
Selected candidates can join the program by paying the admission fee
Today, artificial intelligence (AI) and machine learning (ML) have become front-runners spearheading changes in our daily lives. There is a booming job market for professionals with AI ML certification as more companies move towards advanced automation. Moreover, several companies are training their workforce using AI ML courses to bridge the demand-supply gap due to the acute shortage of skilled AI ML professionals.
E&ICT Academy, IIT Kanpur’s Professional Certificate Course in AI and Machine Learning is one of the best AI and ML courses online. You can get a valuable course completion certificate from E&ICT Academy, IIT Kanpur, and undergo hands-on training via 25+ industry projects and 3 capstones. Moreover, you can learn topics such as ChatGPT, computer vision, deep learning, ensemble methods, and more. Reputed IIT Kanpur faculty and industry pioneers lead live classes in this AI Ml course.
Over the span of 11 months, you'll dive deep into the world of AI and machine learning, building a solid foundation from the ground up. Our carefully crafted curriculum doesn't just scratch the surface; it takes you through the nitty-gritty of advanced topics like deep learning, natural language processing, computer vision, and predictive analytics. And here's the best part – you won't just be learning theory. With plenty of hands-on projects in integrated labs, you'll get to put your skills to the test in real-world scenarios. By the end of it, you'll be all set to kickstart your career in AI with confidence and expertise.
The anticipated time to complete the Professional Certificate Course in Generative AI and Machine Learning is 11 months.
Professionals eager to develop AI and ML expertise with the objective of:
Candidates interested in joining the Professional Certificate Course in Generative AI and Machine Learning online should have the following qualifications:
For admission to this Machine Learning Course, candidates should have:
Through this course you will gain a holistic understanding of the essentials of generative AI and its landscape, prompt engineering, explainable AI, conversational AI, ChatGPT and other LLMs.
The key learning objectives of this course are:
Established in 1959, IIT Kanpur is one of the most prestigious institutes in India. It has consistently ranked among the top 5 engineering institutes in India over the past several decades, and many of the institute’s alumni are leaders in academia and industry around the globe. IIT Kanpur offers courses in sciences, engineering, humanities, and management.
E & ICT Academy, IIT Kanpur has collaborated with Simplilearn to deliver this program. Simplilearn's award-winning immersive learning model delivered via live virtual classes focuses on applied learning to create immediate career impact.