Advanced Machine learning in Python, 2018, GITAA, CHENNAI, Tamilnadu, India

College/University/Organization Name: GITAA
Organizing Department: GITAA
Event Date: 05/26/2018 -- 06/23/2018    (MM/DD/YYYY)
Last Date: 05/20/2018    (MM/DD/YYYY)
Address: CHENNAI, Tamilnadu, India
Registration Fee:


College/University/Organization Website:

Event Website / Brochure link:

Email Address:

About Event:

*Advanced Course in Machine Learning using Python*

We offer an advanced course in Machine learning for students and Professionals who are interested in learning and making a career in data science. The courses have been designed based on the job requirements in the industry. These courses have an equal balance of theory and practical knowledge which will pave a way for the students into the corporate world.

Our differentiation:
The faculty is drawn from IIT and experts from the Industry.

The following topics will be covered in the course
1.Basics of programming
2.Essential Python Library for data science with hands-on
    ➢ Numpy (Numeric Python)
    ➢ Scipy
     ➢ Pandas
     ➢ Matplotlib
3.Introduction to Machine learning
4.Correlation analysis and dimensionality reduction technique
    ➢ Principal component analysis (PCA)
    ➢ Linear Discriminant analysis (LDA)
5.Univariate and multi-variate linear regression
6.Model assessment
7. Verifying assumptions used in linear regression
8. Assessing importance of different variables, subset selection
10.Tree Based Model (RF)
11.Introduction to classification
12. Classification using logistic regression
13. Classification using k-nearest neighbors
14.Classification using clustering techniques
       ➢ K-means clustering
        ➢ Hierarchical clustering

Who Can Participate?

open to all

Accommodation Details:


Other Details:

Early bird offer 10% discount

Contact Details:
No. 9, A2, 9th Floor,
IIT Madras Research Park,
Kanagam Road, Tharamani,
Chennai, Tamil Nadu 600113
Email :
Phone : +91 44 6646 9827

For any clarification about this event, please contact the above mentioned address.

Advanced Machine learning in Python-2018-GITAA-CHENNAI-Tamilnadu-India

See Also

Machine learning'18-CHENNAI-2018-GITAA-tamilnadu