Applied Machine Learning (Ml)

About The Module

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.

Learning Objectives
  • What is machine learning and what are algorithms
  • Use algorithms using python.
  • How to train models, to avoid overfitting?
  • Algorithms- Regressions, clustering, Time series, classification, Bayesian belief networks, neural networks.
  • How to interpret output of different algorithms?
  • How to know the limitations of the solution proposed?
  • By the end of the course you will be a hands-on data scientist
Course instructor
Dr. Sridhar Vaithianathan

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.

Training Material

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.

Module Duration

40 hour (2 hour session)

Programing Assignments

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.

Who Should Attend

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.

Why SkillSir ?
  • Online and Onsite Modules
  • Live and Interactive Modules
  • Free knowledge sharing recorded sessions/videos by industr experts on Niche Topics
  • Internship and Placement assistance through Task Staffing Solutions Private Limited (One of our Group Company)
  • Use cases, capstone projects & real time data for better practical exposure
  • Dedicated Student Relationship Managers (SRM’s) to assist you in completion of the course
  • Weekend & after hours sessions especially for working professionals
  • Networking with Like Minded Professionals
  • An Initiative from Task Group which has been servicing in the Indian Employment Market for last 24 years...

Download Syllabus

Syllabus designed by the best faculty and industry leaders for upskilling.

Explore SkillSir

SkillSir is an initiative by TASK group, who has been in the employment market in India for over 2 decades and they offer:

  • SkiilSir provides Online & Onsite Training Modules /Programmes.
  • Live and Interactive Modules
  • Free knowledge sharing recorded sessions/videos by industr experts on Niche Topics
  • Internship and Placement assistance through Task Staffing Solutions Private Limited (One of our Group Company)
  • Use cases, capstone projects & real time data for better practical exposure
  • dedicated Relationship managers(RM’s) to assist to you through out the programme
  • Weekend & after hours sessions especially for working professionals
  • Networking with Like Minded Professionals
  • An Initiative from Task Group which has been servicing in the Indian Employment Market for last 24 years...

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.

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