Machine Learning and AI Course

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ML and AI is the future.  Analyzing data with ML/AI techniques is the most required skillset in the software industry. ML/AI gives you a five year jump in terms of competency and remuneration.

What is this program all about?

The unique differentiatiing factor in the analytics field is ML and AI techniques. Like mobile-internet-apps penetrated the world in just 5 years, ML and AI are going to explode in the coming years.

Learning ML and AI is a necessity now, and not just an option.

  • Get trained by people who have got more than 15+ years of industry experience
  • This is a full online live training program
  • 7.00pm to 8.00pm. Medium of teaching is English.
  • The money you donate for this course, goes to educational non-profit
  • 4.5 months from now, you must be able to do predictions based on data
  • Course days - Monday to Friday. Enjoy your weekend.
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Tools & Tech that you will learn

We love open source and promote open source. You can use any visualization tools such as Metabase or Tableau.

  • ClickHouse (bigdata), Postgres RDBMS
  • Python programming
  • TensorFlow for ML/AI
  • H2O, Data Robot
  • Datasets from various industries
  • Project Management tools

Eligibility Criteria

This is a course for EVERY person, irrespective of the industry in which one works, and for EVERYONE who looks out for a job and everyone who is doing college education.

  • You must have knowledge in one RDBMS like MySQL or Oracle or Postgres or MSSQL
  • You must know one visualization tool like Tableau or PowerBI or Metabase
  • You must know Basic Python Programming
  • You need to spend at least 1 hour on weekdays for this course.
  • If you do not know any of the above, we will give you recorded material to do self-learning
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Foundation Session - 2 Hours
ALL ARE WELCOME

Before students join the course, they have to go thru a warm-up or foundation session. The foundation session will be conducted for 2 hours 1 week prior to start of the course. Students will get a clarity on the following:

  • Data analytics and dashboarding
  • Data ETL challenges
  • Market needs and opportunities in ML/AI space
  • What are the current skillset gaps?
  • Our expectations from you
  • Basic infrastructure requirements
  • How to make the best use of online education?

Course Modules

    • Machine Learning & Artificial Intelligence - 4.5 months – 120 hours. Hours include practical exercise hours as well.
    • Introduction to Machine Learning
    • Mathematics for Machine Learning
    • Advanced Statistics using Python
    • Regression & Classification for Business Applications - Time series, Regression, Classification, Clustering, AutoML
    • Advanced Topics (TensorFlow)
    • Project work (30hours – outside class hours)

    Download Detailed Course Topics

    Your Contribution / Donation

    ALL the contribution / donation given by you goes to educational non-profit.  

    • We would be happy if you can do a minimum donation of Rs. 30,000.00 (INR thirty thousand).
    • The donation is voluntary in nature and with your generous donation, we support free education to so many school children who are below poverty line.
    • You need to remit your contribution to :
      Mention your email id and mobile in the description/notes in NEFT/IMPS/RTGS online payments.
      Send your donation receipt to donations@openmentor.net

      Name of the Trust: OPENMENTOR TRUST
      Regd. 433/2013
      PAN: AAATO4113A

      Banker Name: City Union Bank Ltd
      Address of Bank: Mahalakshmi Street, T.Nagar, Chennai, India
      Type of Account: Current Account
      Account Number: 510909010001734
      IFSC Code: CIUB0000001
    • Benefits will go to Open Mentor Trust, Chennai. Open Mentor Trust is a non-profit organization. Resileo Labs helps Open Mentor trust to give visibility to general public, to know about the good deeds of Open Mentor Trust. Resileo Labs feels proud to help Open Mentor Trust for noble acitivities on education. All your donations help us to give free education to thousands of school children who are below poverty line.

    Dr. V. Krithika, M.S., Ph.D.
    Assistant Professor, Sri Ramachandra University, Chennai
    Expert - Healthcare Data Analytics
    Passionate about the mathematical concepts behind ML/AI, Management
    Sriraman Kalyanaraman
    Senior Project Advisor, ICSR, IIT Madras
    Principal Data Architect, Resileo Labs
    Research on data analytics/Machine learning.
    Development of data models for different industries
    Planning for dashboard visualization and dashboard security
    Development of APM open source tool - APPEDO
    Pichumani Nagarajan
    Founder & CEO, Resileo Labs

    Data analytics, ML, AI
    Entrepreneurship
    Kaushik Raghavan
    Data Architect, Resileo Labs

    Data analytics, ML, AI
    Test automation
    Internet scale performance testing and tuning
    Currently doing PhD at IIIT-DM Kanchipuram on data analytics