This is a workshop to help participants understand the concept of Support Vector Machines, and its application in Handwriting Recognition. Students will go through the basic concepts of Data Science, Machine Learning, Statistics, and Python. They will also get an introduction to different Python Libraries for Datascience.
The workshop will start with Introduction to Data Science. Then we will give an introduction to Python for Data Science. Finally we will conclude the introductory session with Statistics and Algebra Basics.
Second component will start with the Introduction to Machine Learning. Then we will move on to Detailed Discussion of Support Vector Machines – A Machine Learning Algorithm. Once giving a complete structure of SVMs, which are used for classification, we will apply the concepts in Python to do Handwriting Recognition.
What do you get out of this course ?
Students will know about what actually Data Science is. They will get a brief of all the components of DS.
Introduction to Basics of Python and introduction to Libraries – Scikit-Learn, Scipy, PIL, NumPy, Pandas
How to handle data and pre-process data using Python
Basic Knowledge of Algebra & Stats
Documentation and handouts distribution
Kaggle and Kaggle Dataset Introduction
Agenda
Data Science and its application – 1 hr
Python for DS Introduction – 1 hr
Statistics & Algebra – 1.50 hrs
Introduction to SVM – 1 hr
Application on Python (Handwriting Recognition) – 1.50 hrs
Pre-requisite
Any graduate with maths background
Anaconda3 installed in system
laptops mandatory
Speakers: Speaker Himanshu Singh
Timings: 10 am to 4 pm; Lunch and Refreshments Included
Registration Fee: INR 500
Venue :
31/A , Chitti Classics,
Adjacent to SR Nagar Police Station Signal,
Balkampet Main Road, Hyderabad,
Telangana, 500018