About this session
Convolutional Neural Network (CNN) is a type of Deep Neural Network which is majorly used in applications related to Computer Vision such as image classification, image recognition and object detection etc. In general, Convolution process yields a new function by merging two functions. In CNN specifically, the process of convolution takes place on the input data with the help of filters which produces a feature map.
In this session, we will talk about Digital image, the feature of digital image, Convolution process to locate features of image and pooling features such as max and average pooling. We will understand in detail about light wells, pixels, image as numerical grid and function, image features such as pixel gradient as edges etc. We will also uncover kernels and various filters along with feature maps in the Convolution process of CNN.
About the Speaker
Prof. Mukesh Rao
Consultant, Big Data & Machine Learning
Prof. Mukesh Rao is an Adjunct Faculty at Great Lakes for Big Data and Machine Learning. Mukesh has over 20 years of industry experience in Market Research, Project Management, and Data Science.
Mukesh has conducted over 100 corporate trainings. Data Science training covers all the stages of CRISP DM, tools and techniques used in each stage, machine learning algorithms and their application. Big Data training covers core Apache Hadoop technologies including HDFS, YARN, Map Reduce, PIG, HIVE, SQOOP, FLUME, SPARK and MongoDB.
Great Learning Academy - Free Online Certification Courses
Great Learning Academy, an initiative taken by Great Learning to provide free online courses in various domains, enables professionals and students to learn the most in-demand skills to help them achieve career success.
Great Learning Academy offers free certificate courses with 1000+ hours of content across 100+ courses in various domains such as Data Science, Machine Learning, Artificial Intelligence, IT & Software, Cloud Computing, Marketing & Finance, Big Data, and more. It has offered free online courses with certificates to 1 Million+ learners from 140 countries. The Great Learning Academy platform allows you to achieve your career aspirations by working on real-world projects, learning in-demand skills, and gaining knowledge from the best free online courses with certificates. Apart from the free courses, it provides video content and live sessions with industry experts as well.