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Top 5 Certification Courses for Becoming an AI and ML Expert

Top 5 Certification Courses for Becoming an AI and ML Expert Image

Artificial intelligence (AI) and machine learning (ML) have become pivotal technologies, driving business transformation, and enhancing competitiveness. According to IDC, the AI software market is projected to reach nearly $596 billion in revenue by 2025, growing at a compound annual growth rate (CAGR) of 17.7%. AI offers businesses the potential to boost productivity through automation, including the use of robots and autonomous vehicles, as well as by augmenting their workforce with AI technologies like assisted and augmented intelligence. Many organizations are actively integrating AI into their processes and products, spanning various sectors such as finance, healthcare, smart home devices, retail, fraud detection, and security surveillance.

Advanced Certification in AI and ML offered by IIT Kanpur (E&ICT Academy) in association with Edvancer

This program, offered by Edvancer in collaboration with IIT Kanpur, provides advanced certification in AI and ML with government of India recognition and 100% placement assistance. The comprehensive curriculum covers machine learning, deep learning, Python, TensorFlow, Keras, and SQL. Students benefit from 500 hours of learning through live online classes or videos, hands-on training with 70% practical content, and 10 industry projects across different domains. The program also offers 24×7 lifetime access to online resources and features top-class faculty from IIT Kanpur and premier companies. Scholarships and financing options are available for the next 30 enrolments, making it accessible to a wide range of learners.

IBM Applied AI Professional Certificate (via Coursera)

The IBM Applied AI Professional Certificate is a beginner-level course that equips students with essential AI knowledge and skills. Participants will grasp the fundamentals of artificial intelligence, including its applications, use cases, and key concepts such as machine learning and neural networks. They will learn how to build AI-powered tools using IBM Watson AI services and Python with minimal coding, create virtual assistants and AI chatbots without programming, and apply computer vision techniques using Python, OpenCV, and Watson. This course is open to individuals with both technical and non-technical backgrounds, with introductory Python courses available for those without programming experience.

Introduction to TensorFlow for Artificial Intelligence, Machine Learning and Deep Learning (via Coursera)

This comprehensive four-course certificate program focuses on best practices for using TensorFlow, an open-source machine learning framework. Students will gain hands-on experience in creating basic neural networks in TensorFlow, training neural networks for computer vision applications, and using convolutions to enhance their neural networks. This course is part of the DeepLearning.AI TensorFlow Developer Professional Certificate and is designed for software developers seeking to build scalable AI-powered algorithms. While prior machine learning or deep learning knowledge is helpful, high school-level math and Python coding experience are the only prerequisites.

Artificial Intelligence A-Z: Learn How to Build an AI (via Udemy)

This Udemy course offers a comprehensive introduction to AI, teaching key concepts and providing practical training. Participants will learn to build AI using Python, even without prior coding experience. The course covers a wide range of AI applications, including creating a virtual self-driving car, developing AI to win games, solving real-world problems, mastering AI models, and studying various reinforcement learning algorithms. It is suitable for anyone interested in AI, machine learning, or deep learning, with basic high school math and basic Python knowledge as the only prerequisites.

PG Diploma in AI and ML by UpGrad and IIIT Bangalore

UpGrad, in partnership with IIIT Bangalore, offers a PG Diploma in AI and ML designed for working professionals. The program covers a comprehensive range of topics, including ChatGPT, Dall-E, Midjourney, Graph Neural Network (GNN), Generative Adversarial Networks (GANs), Machine Learning, Deep Learning, Natural Language Processing (NLP), MLOps, Computer Vision, Attention, Transformers, BERT, and more. Alongside the curriculum, the course includes a career bootcamp, a hackathon, and personalized industry sessions, making it a holistic learning experience for those seeking to excel in the field of AI and ML.

These certified courses in India provide a solid foundation and advanced skills in AI and ML, catering to learners with diverse backgrounds and career aspirations. Whether you are a beginner or a seasoned professional, these courses offer opportunities to thrive in the rapidly evolving field of artificial intelligence.

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