Generative AI Free Course with Certificate
Generative AI for beginners
4.53
Beginner level
3.0 learning hrs
Learn the fundamentals of AI, machine learning algorithms, neural networks, and deep learning techniques like CNNs and RNNs. Join this free Generative AI course and discover the impact of LLMs in real-world applications.
About this course
This free Generative AI course is designed to provide you with a comprehensive understanding of key Artificial Intelligence concepts. You’ll start by learning the fundamentals of AI, addressing its constraints and challenges. The course will cover essential Machine Learning algorithms and their practical applications. You’ll gain insight into Neural Networks and explore Deep Learning techniques such as Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs).
The course will also emphasize the significance of Large Language Models (LLMs), demonstrating how they are used across various industries. You’ll explore Generative Models in AI, understanding both their mathematical underpinnings and real-world applications. This free Generative AI course with a certificate is structured to offer a deep dive into the world of Generative AI, providing you with the knowledge and skills necessary to apply this cutting-edge technology effectively. By the end of the course, you will be equipped with a strong foundation in Generative AI, ready to tackle real-world challenges.
Ready for more? Check out our PGP in Artificial Intelligence and Machine Learning and embark on an exciting learning journey!
Course outline
Fundamentals of Artificial Intelligence
In this module, you will learn about the evolution of AI, from its historical milestones to its classification into Narrow AI and General AI and gain insights into AI's pivotal role in Natural Language Processing and its ethical implications.
Limitations and Challenges of AI
In this module, you will explore the limitations and challenges of AI, including its reliance on data quality and the crucial requirement for human intervention and judgment in the implementation and governance of AI systems."
Basics - Machine Learning
In this module, you will delve into the fundamental concepts of machine learning, including exploring various types of machine learning, such as supervised learning, unsupervised learning, and reinforcement learning."
Machine Learning Algorithms
In this module, you will get a concise overview of machine learning algorithms, including classification algorithms, regression algorithms, and more.
Applications and Challenges in Machine Learning
In this module, you will explore the diverse applications of machine learning, including forecasting and self-driving cars. Additionally, you will also look into the challenges associated with ML algorithms.
Get access to the complete curriculum once you enroll in the course
4.53
Frequently Asked Questions
Will I receive a certificate upon completing this free course?
Is this course free?
What prerequisites are required to enrol in this Generative AI course?
You do not need any prior knowledge to enrol in this Generative AI course.
How long does it take to complete this Generative AI course?
It is a 1.5 hour long course, but it is self-paced. Once you enrol, you can take your own time to complete the course.
Will I have lifetime access to the free course?
Yes, once you enrol in the course, you will have lifetime access to any of the Great Learning Academy’s free courses. You can log in and learn whenever you want to.
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