Elevate your career with our online AI course, leveraging Caltech's academia and IBM's industry insights. Learn Python, ML, NLP, and more through engaging virtual classes and practical projects.
A leading science and engineering institute known for industry-pioneering innovations.
Caltech’s contributions have earned international recognition and 38 Nobel Prizes.
Global AI and ML experts lead training with industry use cases and applications.
Masterclasses delivered by distinguished Caltech CTME instructors.
11 months of applied learning: 25+ hands-on projects with integrated labs
Capstone projects in 3 domains to validate your skills across top company challenges
Welcome to this artificial intelligence course, developed and presented with Caltech CTME and IBM, which will help you become an AI and ML domain expert.
This course provides you with essential Python programming skills that will serve as the building blocks for your entire program journey. You will learn how to effectively implement artificial intelligence (AI) and machine learning (ML) algorithms, conduct data analysis, and construct intelligent systems efficiently using Python
Developed by IBM, this course equips students with the skills to leverage Python for data science. By the end of the course, participants will be proficient in writing Python scripts and performing hands-on data analysis using a Jupyter-based lab environment.
This course provides coverage of key concepts in data science, such as data preparation, model development, and evaluation. Throughout the course, you will develop a strong understanding of fundamental Python concepts such as strings, Lambda functions, and lists. You will explore various important skills such as Z-test, T-test, and ANOVA. Furthermore, you will acquire data visualization skills using popular libraries like Matplotlib, Seaborn, Plotly, and Bokeh.
This course comprehensively covers various types of machine learning and their practical applications. You will explore the machine learning pipeline and delve into topics such as supervised learning, regression models, and classification algorithms. You will also study unsupervised learning, including clustering techniques and ensemble modeling. Evaluate machine learning frameworks like TensorFlow and Keras, and build a recommendation engine with PyTorch.
Elevate your machine learning skills to the next level with this comprehensive course on deep learning using TensorFlow and Keras. Gain a thorough understanding of deep learning concepts, empowering you to construct artificial neural networks and navigate through complex data abstraction layers. By harnessing the potential of data, this course prepares you to venture into new frontiers of Artificial Intelligence.
This comprehensive course provides you with the necessary skills to deploy deep learning tools using AI/ML frameworks. You will explore the fundamental concepts and applications of deep learning and understand the distinctions between DL and ML. The course covers a range of topics, including neural networks, forward and backward propagation, TensorFlow 2, Keras, model interpretability, CNNs, transfer learning, object detection,RNNs, autoencoders, and creating neural networks in PyTorch.
This comprehensive course thoroughly explains generative AI models, specifically focusing on ChatGPT. Participants will acquire practical skills to leverage ChatGPT for building and deploying AI chatbot applications effectively. The course covers topics such as generative AI, explainable AI, prompt engineering, fine-tuning, ethical considerations, and the future of generative AI.
The capstone project allows you to implement the skills you learned throughout this bootcamp. You will solve industry-specific challenges by leveraging various AI and ML techniques. The capstone project is the final step in the core learning path and will help you showcase your expertise to employers.
Attend an online interactive masterclass and get insights about advancements in technology/techniques in AI and Machine Learning by Caltech
Attend this online interactive industry master class to gain insights about advancements in AI and Machine Learning techniques
In this advanced course, you will gain in-depth knowledge and practical skills in computer vision and deep learning techniques. The course covers various topics, including image formation and processing, convolutional neural networks (CNNs), object detection, image segmentation, generative models, optical character recognition, distributed and parallel computing, explainable AI (XAI), and deploying deep learning models.
This advanced course comprehensively explores applying machine learning algorithms to process vast amounts of natural language data. It focuses primarily on natural language understanding, feature engineering, natural language generation, automated speech recognition, speech-to-text conversion, text-to-speech conversion, voice assistance devices, and building Alexa skills.
This course delves into the core concepts of reinforcement learning (RL), providing you with the knowledge and skills to solve RL problems using various strategies in Python and TensorFlow. You will learn the theoretical foundations of RL and gain practical experience in applying RL algorithms as a problem-solving strategy. By the end of the course, you will be equipped with the skills to use reinforcement learning in diverse applications and scenarios effectively.
Tell us a bit about yourself and why you want to do this AI course
An admission panel will shortlist candidates based on their application
Selected candidates can begin the AI Course online within 1-2 weeks
AI specialists are amongst the highest-earning professionals in the tech industry. Transitioning to this field can potentially open doors to rewarding career prospects with substantial earning opportunities. Our online artificial intelligence course equips you with a comprehensive understanding and practical exposure, setting you up to excel in this burgeoning field.
Our PGP in AI and Machine Learning, a blend of rich learning and hands-on experiences, could be your gateway to this exciting domain. Our online AI courses have been carefully crafted to help you master artificial intelligence and machine learning, the twin pillars of the future technological landscape. With our AI course, you gain not just theoretical knowledge but also hands-on experience that's vital in the real world. Conquer the AI field with this course today!
For this postgraduate AI and Machine learning course, you will be required to have the following:
This artificial intelligence and machine learning course is designed in a way to accommodate professionals from varied organizations and backgrounds and is best suited for those who are seeking to build a career in the AI and ML domain.
For this post graduate program in AI and Machine learning, you will be required to follow these steps:
This AI ML certification course will help you gain essential AI and ML skills as you get the opportunity to gain exposure to various AI concepts and workflows, Machine learning, Python, Computer Vision, Deep learning, parallel and distributed computing using GPUs, GANs and many more latest concepts related to AI & ML.
After completing this AI ML course, you will be obtaining a certificate of completion from Caltech CTME. Also, you will receive IBM certificates for completing all the courses by IBM along with certificates from Simplilearn for completing the given courses in the learning path.
The course is curated in a way that it first starts with a basic introductory level course to help learners get a basic idea of AI and ML concepts. This will help you to learn the basics first and then progress to the advanced concepts.
Founded in 1891, Caltech is a world-renowned science and engineering institute that marshals some of the world’s brightest minds and most innovative tools. The contributions of Caltech’s faculty and alumni have earned national and international recognition, including 45 Nobel Prizes and 71 National Medals of Science.
Caltech CTME has chosen to team with Simplilearn to co-deliver these online professional programs. Simplilearn's award-winning immersive learning model delivered via live virtual classes focuses on applied learning to create immediate career impact.