It covers topics like Data processing, Regression, classification, clustering, Association Rule Learning, Natural Language Processing, Deep Learning, Dimensionality Reduction, etc. Students will have access to a Learning Management System for referring to the content. End-to-end project to apply the concepts taught in the program. – What is Artificial Intelligence – Machine Learning & Types – Fundamentals of Python – Data Preprocessing in python – Defining a Model – Error Calculation – Gradient Descent Algorithm, Problem: Predicting Housing Prices based on the size of the house using Gradient Descent Algorithm, – Classification problem – Data Preprocessing – Defining a Model – One vs. All – Error & Accuracy Calculation – Gradient Descent Algorithm – Prediction, Problem: Handwritten Digit Recognition using Gradient Descent Algorithm, – Introduction to Scikit Learn – Label Encoding – Data Preprocessing – Gradient Descent Algorithm, TNC – Regularization Parameter – Hyperparameter Grid Search – Bias, Variance, Accuracy, Precision, – What is KNN? An end-of-course examination will be conducted online. – What is Decision Tree? No Prerequisites. You will get a clear understanding about all ML algorithms & will be confident to apply on real world problems. Prof. Sanjeev Kumar Malik has been associated with IIT Roorkee since 2010. NSM Nodal Centres for Training in HPC and AI, along with CDAC, are organizing a 7-week course on Machine Learning. Online learning is breaking down barriers of time and space, and providing students with flexible learning opportunities to access the education offered at Illinois Tech, Chicago's only tech-focused university. The first course is data science and machine learning, and the second one is advanced machine learning and AI, both the courses are being offered on Coursera – an online learning … STARTS ON TBD. Upon qualifying, an Offer Letter will be sent to you confirming your admission to the Advanced Certification in Machine Learning and Cloud from IIT Madras. – Calculating Entropy – Calculating Information gain – Gini Index – Objective Function, – What is Random Forest & Bagging? Gain confidence in Machine Learning principles through lots of practical exercises that provide useful exposure to the various algorithms of Machine Learning. Learning Outcome Their commitment to not just meet expectation, but go over and beyond makes them unique and special. IIT Roorkee launches online certificate programs in Data Science and Machine Learning on Coursera “We are happy to announce two certificate courses in data science, machine learning, and … The range for the Internet of Things is vast considering how well IoT dovetails with many data management, machine learning, smart devices, and cloud computing applications. You agree to our terms and conditions and our privacy policy. The applicants - professionals and graduates - can enrol themselves for the Continuing Education Programme (CEP). Why are you attending this demo? Learning Outcome forefront of IIT Madras and NPTEL invite applications for Free Online Course on Basic Machine Learning. Machine learning courses are available as certificate and diploma courses, both online and offline, offered by top engineering colleges such as IIT Madras, and IIIT Bengaluru. Find the best machine learning courses for your level and needs, from Big Data analytics and data modelling to machine learning algorithms, neural networks, artificial intelligence, and deep learning. Also, you will learn about generating hypothesis from the data and testing the same. Artificial Intelligence Courses. 25 Experts have compiled this list of Best Python for Machine Learning Course, Tutorial, Training, Class, and Certification available online for 2020. Sessions will be delivered from IIT Roorkee studio on BCCL technology platform. Its techniques and applications. IIT Roorkee Partners With Coursera To Offer AI, ML & Data Science Online Programs. An end of course examination will be conducted online. You will learn about how to tune the hyper parameters of a model and get the desired outcome for a particular business problem. Duration: 100 Hours (50 Hours LIVE Teaching + 50 Hours of assignments and project work) The classes for the programme will be held online on Tuesdays, Thursdays and Saturdays from 5 to 6 pm followed by interaction and questions until 6:30 pm. Deep-learning networks built by HyperVerge are powering applications for large enterprise clients in Financial Services, Telecom, Energy, Security, and Defense. Trainers will assist you with the projects. How did you come to know about this session? Accelerate your data science career, with courses on machine learning with Python or R how to build complex image recognition and object detection models and apply them to You can get instructors who are knowledgeable but this guy goes way beyond that. The institute offers Bachelor's Degree in 10 disciplines of Engineering and Architecture and Postgraduate Degree in 55 disciplines of Engineering, Applied Science, Architecture and Planning. Live classes will be conducted by our trainers for 13 weeks on Google Meet. The Indian Institute of Technology (IIT) Roorkee has launched two online certificate programmes. Get started with Python Programming for Data Science. This Machine Learning online course consists of ten different sections. researchers. Copyright © 2021 TIMES TSW - A TIMES GROUP INITIATIVE, IIT Ropar Post Graduate Certificate In Artificail Intelligence & Deep Learning, IIT Roorkee Post Graduate Certificate Program In Data Science & Machine Learning, Bachelor's Degree in Science/Engineering with minimum 50% score, No coding and mathematics background needed. With a legacy of success, continuing for over 3 decades and with the highest selection rates, it's undoubtedly the toppers choice when it comes to the question of selecting Coaching institute. electrical and computer engineering from professors and researchers who are at the You can get in touch with our trainers & mentors for any projects and job assistance. algorithms that progressively extract features for better understanding of the problem. Visualising the data helps to share the insight with all the stakeholders and helps in getting greater insights. CERTIFICATE PROGRAM IN MACHINE LEARNING & AI WITH PYTHON Upskill in ML and AI with Python and become industry-ready! Learning Outcome IIM Kashipur Executive Programme in General Management, IIM Kozhikode Professional Certificate Programme in Business Management, IIM Calcutta Post Graduate Certificate in Family Business Management, IIM Kozhikode Executive Post Graduate Programme in Management, IIM Lucknow General Management Programme for IT Professionals, IIM Indore Executive Post Graduate Certificate Programme in Management, IIM Lucknow Executive Programme in Advanced General Management, Wharton General Management Certificate Programme, XLRI Post Graduate Certificate in Business Management, IIM Nagpur br> Post Graduate Certificate Programme in Strategic Management, IIM Kozhikode Professional Certificate Programme in The Art of Leadership, IIM Kozhikode Professional Certificate Programme in Digital Strategy and Transformation, XLRI Jamshedpur Postgraduate Certificate in Senior Leadership, IIM Indore Certificate Programme in Leadership and Change Management, Wharton Leadership and Management Certificate Program, IIM Calcutta LEAD: An Advanced Management Programme, IIM Indore Executive Certificate Programme in Strategy & Leadership for Senior Professionals, IIM Kashipur Executive Programme in Strategy & Leadership, IIM Tiruchirappalli Executive Programme in Leadership and Change Management, IIM Indore Executive Programme in Digital Transformation, IIM Kozhikode Professional Certificate Programme in Disruption, Strategy and Business Models in Digital Economy for Senior Professionals, IIM Tiruchirappalli Post Graduate Certificate in Strategic Management, IIM Lucknow Advanced Programme in Strategy for Leaders, IIM Calcutta Transitioning into Leadership: A Programme for Women Executives, IIM Calcutta Executive Programme in Growth Strategies for Business Leaders, IIM Kozhikode Executive Post Graduate Certificate in Strategic Management, IIT Delhi Certificate Programme in Supply Chain Management, IIM Kozhikode Professional Certificate Programme in Project Management, IIM Indore Certificate Programme in Project Management, IIM Tiruchirappalli Post Graduate Certificate Programme in Supply Chain Management, IIM Calcutta Executive Programme in Operations Management, IIM Kozhikode Executive Post Graduate Certificate in Operations Management, IIM Indore Certificate Programme in Digital Marketing & Strategy, IIM Indore Executive Programme in Advanced Marketing Management, IIM Kozhikode Professional Certificate Programme in Advanced Marketing Strategy & Analytics, IIM Lucknow Executive Programme in Sales & Marketing, IIM Calcutta Advanced Programme for Marketing Professionals, IIM Kozhikode Executive Post Graduate Certificate in Marketing Management, XLRI Executive Development Programme in Talent Acquisition, XLRI Executive Development Programme in Human Resource Development, IIM Calcutta Executive Programme in Strategic Human Resource Management, XLRI Executive Development Program in People Analytics, IIM Kozhikode Executive Post Graduate Certificate in Human Resource Management, XLRI Post Graduate Certificate in Human Resource Management, IIT Roorkee Post Graduate Certificate Program in Data Science & Machine Learning, IIT Ropar Post Graduate Certificate in Artificial Intelligence & Deep Learning, Intel Post Graduate Diploma in Data Science, IIM Lucknow Executive Programme in Business Analytics, IIM Kozhikode Executive Post Graduate Certificate in Information Technology Management and Analytics, IIM Kozhikode Executive Management Development Programme Artificial Intelligence & Machine Learning, IIM Calcutta Executive Programme in Applied Finance, IIM IndoreCertificate Programme in Applied Financial Risk Management, IIM IndoreCertificate Programme in Fintech and Financial Blockchain, IIM Kozhikode Executive Post Graduate Certificate in Financial Management, IIM Indore Post Graduate Certificate Programme in Investment Banking, IIM Calcutta Post Graduate Certificate in Healthcare Management, Course Starts: 8th May, 2021 | Admission: Open, Live online instructor-led sessions (Direct-to-Device), Weekends (SAT & SUN) Timings: 11:00 a.m. to 1:00 p.m. IST.