Anybody can take up this training course regardless of their prior skills.
Machine Learning is one of the most important domains that is being deployed in today’s hypercompetitive world. Be it for self-driving cars or for search engines like Google, Machine Learning is being extensively used for making our lives simple. Intellipaat is offering a comprehensive Machine Learning with R programming training that can be taken up by professionals to excel in their careers and grab the best jobs in the industry.
The history of artificial intelligence, how machine learning fits into the picture, importance of machine learning, the various algorithms in machine learning, how machine learning is changing various industries.
Various techniques of Machine Learning using R like supervised, unsupervised and reinforcement learning, various aspects of bias and variance trade-off, representation learning.
The fundamentals of machine learning mathematics, various algorithms used in machine learning, the concepts of statistics, various aspects of calculus, probability and statistics.
Preparing data for machine learning, the aspects of feature engineering, dimensionality reduction, data sets and feature scaling.
The importance of supervised learning in machine learning, parametric and non-parametric algorithms, neural networks, kernels for pattern analysis.
The various types of regressions, linear regression, random forests, gradient descent, decision tree regression, regularization.
Introduction of classification, various techniques of classification like logistic regression, Support Vector Machines, K-Nearest Neighbour, Naïve Bayes, Decision Tree Classifier, Random Forest Classifier using R.
The introduction to unsupervised learning, various techniques used in unsupervised learning with R like clustering, K-Means Clustering.
How deep learning differs from machine learning, artificial neural networks with multiple layers, introduction to TensorFlow for building neural networks, backpropagation algorithm in neutral networks.
Project : Recommendation for Movie, Summary
Topics : This is real world project that gives you hands-on experience in working with a movie recommender system. Depending on what movies are liked by a particular user, you will be in a position to provide data-driven recommendations. This project involves understanding recommender systems, information filtering, predicting ‘rating’, learning about user ‘preference’ and so on. You will exclusively work on data related to user details, movie details and others. The main components of the project include the following:
Intellipaat offers a comprehensive training in Machine Learning with R through hands-on real-world projects and case studies. As part of the training, you will learn about Machine Learning with R algorithms, classification techniques, linear and logistic regression, supervised and unsupervised learning and more. Upon the successful completion of the training, you will be awarded with Intellipaat Machine Learning Certification.
As part of this online Machine Learning course, you will be working on real-time Machine Learning projects and step-by-step assignments that have high relevance in the corporate world, and the curriculum of this course designed by industry experts. Upon completion of the online course, you can apply for some of the best jobs in top MNCs around the world at top salaries. Intellipaat offers lifetime access to videos, course materials, 24/7 support, and course material upgrading to the latest version at no extra fee. Hence, it is clearly a one-time investment.
This course is designed for clearing Intellipaat Machine Learning with R Certification Exam. The entire Machine Learning with R training course content is designed by industry professionals to get the best jobs in top MNCs. As part of this training you will be working on real-time projects and assignments that have immense implications in the real-world industry scenarios, thus helping you fast-track your career effortlessly.
At the end of this Machine Learning with R training program, there will be quizzes that perfectly reflect the type of questions asked in the certification exam and help you score better.
Intellipaat Course Completion Certification will be awarded upon the completion of the project work (after expert review) and upon scoring of at least 60% marks in the quiz. Intellipaat certification is well recognized in top 80+ MNCs like Ericsson, Cisco, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered, TCS, Genpact, Hexaware, etc.
A Senior Software Architect at NextGen Healthcare who has previously worked with IBM Corporation, Suresh Paritala has worked on Big Data, Data Science, Advanced Analytics, Internet of Things and Azure, along with AI domains like Machine Learning and Deep Learning. He has successfully implemented high-impact projects in major corporations around the world.
A renowned Data Scientist who has worked with Google and is currently working at ASCAP, Samanth Reddy has a proven ability to develop Data Science strategies that have a high impact on the revenues of various organizations. He comes with strong Data Science expertise and has created decisive Data Science strategies for Fortune 500 corporations.
"PMI®", "PMP®" and "PMI-ACP®" are registered marks of the Project Management Institute, Inc.
The Open Group®, TOGAF® are trademarks of The Open Group.
The Swirl logoTM is a trade mark of AXELOS Limited.
ITIL® is a registered trade mark of AXELOS Limited.
PRINCE2® is a Registered Trade Mark of AXELOS Limited.
Certified ScrumMaster® (CSM) and Certified Scrum Trainer® (CST) are registered trademarks of SCRUM ALLIANCE®
Professional Scrum Master is a registered trademark of Scrum.org