Event Details
Gender & Technology Programme
ICFOSS is organising a residential
camp as part of Gender & Technology Program (GTP), to connect the
students to free software initiatives.
This camp is second of its kind, to enable the students to contribute
to free software projects as well as developing their technical
capabilities. This program addresses the technology learning gap among
engineering students and makes them aware of free and open-source
software (FOSS), its community and their contribution towards the
community. This will also provide opportunities for women so as to bring
them to the mainstream, to network with the larger community of
learning and to bring new professionals to society. GTP intends to
accomplish in harnessing the women energy and to develop the leadership
potential within the participants.
ELIGIBILITY CRITERIA
This program is exclusively for girl students who have interested in FOSS Promotional Activities.
This program is exclusively for girl students who have interested in FOSS Promotional Activities.
Schedule:
Day 1:
- Inauguration : ICFOSS, FOSS, G&T
- Machine Learning:
- Foundations and Terminology
- Pre-processing & Feature engineering
- Python in Data Science
- Libraries-Numpy, Pandas, Matplotlib
- Regression
- Hands-on Session
Day 2:
- Linear models for classification
- Naive -Bayes
- Decision tree
- Hands-on Session
- Naive -Bayes, Decision tree
- Neural Network
- Feed Back
- Back Propagation
- Evaluation Matric
Day 3:
- Clustering
- Hands-on Session
- K means
- SVM
- Performance metric
- Recent advances in ML
For Registrations :- https://wh.icfoss.org/registernow/