MLDSDay
Event Information
#MLDSday – Practical Machine Learning and Data Science Day for the community
The 27th October 2018 event is being organized in collaboration with BMC Software
Date - Saturday 27th October 2018
Timing 9:30 am to 4:30 PM
Please note : Please carry your Government Appoved ID Cards (Aadhar, PAN etc) on the day of the event for Security Checks
This is a bring our own device event.
Location - BMC Software Office, Pune
Tower 'B, Survey No. 103 Hissa No. 2, Airport Road, Yerwada, Pune(Maharashtra)- 411006 IN
Registrations are limited
About #MLDSday
#MLDSday is Agile Testing Alliance’s community initiative part of its Meetups to help everyone in the technology spectrum to pick up practical basics of Machine Learning and Data Science
Machine Learning and Data Science is on it’s way for being mainstream. It is one of the most sought-after skills in today’s fast changing Information Technology landscape.
The need cannot be more profoundly understood unless by going through the following article on Harvard Business Review, as Nokia is getting their entire team understand Machine learning,
It is really high time for all of us to also learn, understand and experience Machine Learning and Data Science and hence our community initiative #MLDSday.
#MLDSday is designed to be fully hands on and it is recommended that participants carry their own laptops. The day will begin with a small introduction about ATA Meetup followed by a detailed lab session covering basics of Python and the important libraries to cover the machine learning and data science basics.
#MLDSday Program Coverage
- Introduction to Machine Learning and Data Science
- Getting Started for MLDS DAY and lab preparation/Setup
- Anaconda
- Jupyter Notebook
- Google Colaborative Tool in the cloud.
- Introduction to python - Basic concepts, programming constructs and data structures and functions
-
- Data types - Int, float, bool, complex, str
- Modules and Packages
- Operators
- Conditional and Loops
- Data structures – i) List ii) Tuples iii) Set iv)Dictionary
- Functions
-
- Pythonic Operations relevant for Machine Learning
- Comprehensions
- lambda
- Map
- Reduce
- Filter
- Understanding NumPy Library and its usage in ML/DS
- Understanding Pandas Library and usage in ML/DS
- Understanding Matplotlib + Seaborn Libraries and its usage in Data Visualization
- Demo for following
- Exploratory Data Analysis (EDA)
- NLP-Text Analysis with Gensim
Hardware and System Requirements
-
-
- Machine with minimum 4 GB RAM on any of the following OS
- Windows
- macOS
- Linux (Ubuntu)
- Kindly download Anaconda 5.x with Python 3.6 or higher version from the URL as per the respective OS https://www.anaconda.com/download/
- Machine with minimum 4 GB RAM on any of the following OS
-
About ATA
Agile Testing Allance or ATA is a non-profit community and certification organization. It is a global alliance of visionary industry leaders, prominent authors, leading educational institutions and technology evangelists who are passionate about proliferation of agile, devOps and new age technology. ATA has a new age technology umbrella called as DevOps++ Alliance which is trying to proliferate the new age technological changes for the Information technology community.
ATA has a growing global presence and is now present in 17 countries.
ATA organizes meetups, events like CPSAT day, JAVA Boot Camp, competitions like BugATAhon, AutomATAhon, QuizATAhon, BlogATAhon, conferences like Selenium Summit, DevOps Summit, Automation Summit and keeps looking for host organizations who can help us grow the community, helps in growing technology awareness across the globe.
If you are interested in partnering with ATA please get in touch with us
http://agiletestingalliance.org/
http://atapunemeetup.agiletestingalliance.org/
@AgileTA
https://www.linkedin.com/in/agiletestingalliance/
What Next- after #MLDSday
If you are interested in learning and getting a globally recognized certification on Machine Learning and Data Science, please be a part of CP-MLDS Programs. Certified Professional – Machine Learning and Data Science (Foundation and Advanced)
Townhall Learn More
