30th June, 2018 @ 09:00am - 06:00pm

Hands-On Workshop on Machine Learning: Concepts and Applications

Workshop
Day Long Workshop
  • 9.00 AM - 9.30 AM

    Tea/Coffee & Registration

  • 9.30 AM - 11.00 AM

    Data Analysis with Python

    Python Fundamentals     |     NumPy     |     SciPy    |     Pandas     |     Pickle     |     Matplotlib
  • 11.00 AM - 12.30 PM

    Machine Learning with Python

    Scikit-learn API     |     Logistic Regression     |     Support Vector Machines     |     Principal Component Analysis    |     K-means Clustering     |     Gaussian Mixture Modeling
  • 12.30 PM - 01.30 PM

    Lunch

  • 01.30 PM - 3.00 PM

    Advanced Machine Learning with Python

    Image Compression using SVD     |     Matrix Factorization for Recommendation Systems     |     entiment Analysis of Movie Reviews (NLP)
  • 3.00 PM - 4.30 PM

    Deep Learning with Python

    TensorFlow & Keras APIs     |     Convolutional Neural Networks
  • 4.30 PM - 5.30 PM

    High Tea with Networking Session

Book Your seat

Group Seats (Min 3+ Tickets)

venue

*Registration Closes on

25th June 2018
System Requirement
System Requirement
  • Machine

    Win 7/10 OS, 64-bit, min 2 GB RAM

  • Software

    Download Anaconda for Windows installer, Choose Python 3.6 version, 64-bit installer (Libraries needed for Deep Learning will be done during the workshop by participants to get the understanding of how to install them)

  • Default Browser

    Chrome

Pre - requisites
Pre - requisites
  • Basic programming skills (in any language)
  • Basic undergraduate level mathematics (concepts of linear algebra, probability, optimization, and statistics)

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