Tag Archives: online courses
Free AI / Machine Learning Courses at Alison.com
Are you interested in learning about AI / machine learning / data sicence and looking for free online courses? As per MANUELA M. VELOSO, Herbert A. Simon University Professor at CMU,Machine Learning (ML) is a fascinating field of Artificial Intelligence (AI) research and practice where we investigate how computer agents can improve their perception, cognition, and action with experience. Machine Learning is about machines improving from data, knowledge, experience, and interaction. Machine Learning utilizes a variety of techniques to intelligently handle large and complex amounts of information build upon foundations in many disciplines, including statistics, knowledge representation, planning and control, databases, causal inference, computer systems, machine vision, and natural language …
12 Weeks Free course on AI: Knowledge Representation & Reasoning (IIT Madras)
Are you interested in learning about exploring a variety of representation formalisms and the associated algorithms for reasoning in Artificial intelligence? IIT Madras is going to offer a free online course on AI: knowledge representation and reasoning. This course will help you understand the basics of knowledge representation and reasoning. You’ll learn how to solve problems using logic, how to build intelligent systems that can interpret natural language, reason using formal methods and more. The course is taught by Professor Deepak Khemani, who has over 20 years of experience teaching at IIT Madras. Prof. Khemani is a Professor at Department of Computer Science and Engineering. He’s also written several books …
12 Weeks Free Course on IOT by IIT Kharagpur
Are you interested in learning about the Internet of Things (IoT)? The Internet of Things (IoT) is the network of physical objects or “things” embedded with electronics, software, sensors and connectivity to enable objects to exchange data. IoT allows devices such as heart monitoring implants, biochip transponders on farm animals and cars to communicate to other devices using IP addresses over the Internet without requiring human-to-human or human-to-computer interaction. It enables everyday objects to collect and exchange data. This course will help you learn about the fundamentals of IoT technology. IIT khargpur offers 12 weeks free online course on IOT. The course is designed to help students understand the fundamentals …
Machine Learning Free Course at Univ Wisconsin Madison
In this post, you will learn about the free course on machine learning (STAT 451) recently taught at University of Wisconsin-Madison by Dr. Sebastian Raschka. Dr. Sebastian Raschka in currently working as an assistant Professor of Statistics at the University of Wisconsin-Madison while focusing on deep learning and machine learning research. The course is titled as “Introduction to Machine Learning”. The recording of the course lectures can be found on the page – Introduction to machine learning. The course covers some of the following topics: What is machine learning? Nearest neighbour methods Computational foundation Python Programming (concepts) Machine learning in Scikit-learn Tree-based methods Decision trees Ensemble methods Model evaluation techniques Concepts of …
Yann LeCun Deep Learning Free Online Course
This post is about listing down free online course materials for deep learning (PyTorch) by none other than Yann LeCun. Here are some useful links to the deep learning course: Deep Learning course – Homepage Deep learning lecture slides Github pages having Jupyter notebooks having PyTorch code Lectures slides, notebooks and related YouTube videos can be found on the deep learning (DL) course home page. It is a 14 week course and covers different topics such as following: Introduction to deep learning (What DL can do, what are good features / representations) Gradient descent and back propagation algorithm Artificial neural networks Convolution neural networks (Convnets) and related applications Regularization / Optimization …
Top 5 Blockchain Technology Online Courses
This is a list of top 5 blockchain technology courses which can be used for training yourself online. My Favorite one is Bitcoin and Cryptocurrency technologies course on Coursera.org from Arvind Narayana, Assistant professor in Princeton University. All these courses are well suited for beginners. Thus, if you are planning for reskilling yourself in Blockchain technologies, go ahead and try one of these courses. Please feel free to suggest one or more courses if I missed to mention them. Blockchain for Business: An Introduction to Hyperledger Technologies A primer to blockchain and distributed ledger technologies. One can learn how to start building permissioned Blockchain applications for their enterprises/business. Following are some of …
Top 13 Online Platforms providing IT Courses
In this age when everyone is talking about reskilling and upskilling, online platforms such as coursera.org, Khan Academy has taken a strong foothold in providing online education to knowledge seekers worldwide. The following is a list of some of the most popular online platforms or websites/web apps which can be used for self-paced learning or training or reskilling yourself in different technologies including AI (machine learning), Web and Mobile programming languages and related frameworks, Blockchain, Virtual Reality etc. Please feel free to suggest one or more online platforms which I did not mention. Coursera – https://www.coursera.org/ Khan Academy – https://www.khanacademy.org/ Codecademy – https://www.codecademy.com/ edX – https://www.edx.org/ Udacity – https://www.udacity.com/ Udemy …
