About the course

Machine Learning is re-shaping and revolutionising the world and disrupting industries and job functions globally. It is no longer a buzzword - many different industries have already seen automation of business processes and disruptions from Machine Learning. In this age of machine learning, every aspiring data scientist is expected to upskill themselves in machine learning techniques & tools and apply them in real-world business problems.

Analytics Vidhya invites you to join an immersive hands-on workshop on Applied Machine Learning. Take your first steps (and then a deep dive!) into the vast, complex and wonderful field of machine learning and be ready to apply your skills in real-world industry problems.

Address: N-3/40, DLF Phase 2, Gurgaon-122002


Key Takeaways from this workshop:

  • Understand how Machine Learning and Data Science are disrupting multiple industries today.
  • Linear, Logistic Regressions and Decision Tree and Random Forest algorithms for building machine learning models.
  • Guided classroom projects and mentoring from Industry experts.


Pre-requisites

Basics of Python programming in the context of Data Science. Please check the tutorial Python for Data Science, a free workshop hosted on our website before attending the workshop.


Certificate

You will be awarded with a certificate upon completion of 2-days workshop.

Why take this workshop?

  • Hands on Practical Approach

    This workshop includes multiple small projects and 2 real life industry projects. The Instructors and Mentors will help you out as you work through the problems.

  • Easy to Understand

    Analytics Vidhya is known for creating simple to understand and practical content. Come and experience the same from this workshop

  • Mentorship & Support

    Get mentorship from your instructor during and after the workshop. Stuck with an error? Confused? Need advice - we got you covered!

Course curriculum

  • 1
    Getting Started with Machine Learning
    • Getting Started with Machine Learning
  • 2
    Introduction - Python for Data Science
    • Python For Data Science
  • 3
    Machine Learning Model Building Process
    • High-level lesson
    • How-to lesson
    • Test your learning
  • 4
    Bias, Variance and the Bias-Variance Trade-off
    • High-level lesson
    • How-to lesson
    • Test your learning
  • 5
    Linear Regression - Technique and Modeling
    • High-level lesson
    • How-to lesson
    • Test your learning
  • 6
    Logistic Regression
    • Congrats! Here's what's next...
    • More resources for you
    • Before you go...
  • 7
    L1 and L2 Regularization
    • The Need for regularization

Instructors & Mentors

  • Avinash Mishra

    Senior Data Scientist

    Avinash Mishra

    Avinash is a Senior Data Scientist with Analytics Vidhya. He has a Data Science acumen with experience in handling complex Data Science projects and training and mentoring Data Science teams in India and abroad. He is a specialist in Natural Language Understanding and Spectral methods for data analysis. He started his journey in Data Science four years ago, prior to which he has worked as a java developer. He has a bachelors in Computer Science and a masters in IT & Operations.
  • Sunil Ray

    Senior Content Officer

    Sunil Ray

    Sunil Ray is Chief Content Officer of Analytics Vidhya. He brings years of experience of using data to solve business problems for several Insurance companies. Sunil has a knack of taking complex topics and then breaking them into easy and simple to understand concepts - a unique skill which comes in handy in his role at Analytics Vidhya. Sunil also follows latest developments in AI & ML closely and is always up for having a discussion on impact of technology on years to come.
  • Kunal Jain

    Founder & CEO

    Kunal Jain

    Kunal Jain is the founder of Analytics Vidhya. Analytics Vidhya is the community based Data Science portal. Before starting Analytics Vidhya, Kunal had worked in Analytics and Data Science for more than 12 years across various geographies and companies like Capital One and Aviva Life Insurance.

FAQ

  • Is this Course Online or Offline?

    This is a 2 day Face to Face workshop in Gurgaon (Delhi NCR) happening on 16th February 2019 and 17th February 2019

  • What is the total classroom Interaction time?

    This workshop includes a 16 hour classroom interaction time. Additionally, you can always reach out to us, if you face any problem.

  • Can I ask my questions even after the workshop is over?

    Yes, we are always there to help you out. You can always reach out to us with your questions and queries.

  • Will I get a certificate of completion form this workshop?

    You will get a certificate from Analytics Vidhya upon completion of this Workshop.

  • I need a GST invoice for the training. How can I get it?

    Once you make the payment - you will receive the Invoice on your email. If you need this invoice in name of your Organization - you can mail us on accounts@analyticsvidhya.com with Order details.