You will learn popular machine learning algorithms such as linear regression, logistics regression, clustering, classification, time series forecasting, principal component analysis, concept of errors, parameter regularization and feature selection.
You will also learn how to prepare data for machine learning algorithms. The use of real-life cases will make you industry-ready. All the algorithms will be discussed in detail and even multiple algorithms will be discussed when required. For example, in classification we discuss decision trees, support vector machines, random forests, Monte Carlo Markov Chain based classifiers.
The course has been designed by industry leaders and academicians, to provide you strong academic and industry level inputs.
Associate Professor & Area Chairperson Analytics & IT dept. (May’16-Jun ’19) Institute of Management Technology (IMT)-Hyderabad.
• Passionate Academician who drives knowledge outcomes for the past 17.5 years through teaching, research, training & consultancy.
• Spearheaded & built Analytics curriculum for postgraduate management program by introducing 13 electives in Big-Data & Analytics domain.
• Fostered Industry-Academia collaboration through practitioner sessions, panel discussions, joint research, consultancy, MDPs, invited talks and knowledge sharing at various industry forums.
• Has been awarded with Best Professor in Business Analytics and Best Researcher in Business Analytics. Has various journal publications in his name.
The data related to used cases would be provided to you. You will have access to the instructors for solving your problems. Larger cases would be provided as assignment and solutions to them would be provided at the end of the stipulated time.
40 hour (2 hour session)
Three real-world case studies would be provided to the participants for completion. These are extensively used cases to deliver real-life learning to participants.
Participants who want to switch careers and move to data science and leverage the experience of leading industry and academic experts. The course does not require any prior experience.
SkillSir is an initiative by TASK group, who has been in the employment market in India for over 2 decades and they offer:
Highly qualified & knowledgeable University Professors, Domain Experts& Industry Professionals
Multiple Trainers. Mr. Amit Saraswat anchors the data science modules. He is a well known data scientist with the good hand holding with the experience of more than 17 years.
Below you’ll find answers to the questions we get asked the most about SkillSir.