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:
30,000/-
College/University/Organization Website: https://www.gitaa.in/
Event Website / Brochure link: https://www.gitaa.in/event_page/
Email Address: training@gyandata.com
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
9.Regularization
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
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
9.Regularization
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:
No
Other Details:
Early bird offer 10% discount
Contact Details:
Mr.Sathish
No. 9, A2, 9th Floor,
IIT Madras Research Park,
Kanagam Road, Tharamani,
Chennai, Tamil Nadu 600113
India.
Email : training@gyandata.com
Phone : +91 44 6646 9827
No. 9, A2, 9th Floor,
IIT Madras Research Park,
Kanagam Road, Tharamani,
Chennai, Tamil Nadu 600113
India.
Email : training@gyandata.com
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