Machine Learning with Tensorflow

Hello Geeks,

Thanks for joining us. We hope the last session was informative and useful. Before registering for the event, please read our RSVPing guidelines. Link: http://bit.ly/rsvping

** Location: Payoda Technologies Private Limited
Link: https://goo.gl/maps/qnHJgqFXwHx5QAKp9

** Watch this event page closely for updates.
** Bring your laptop!

What is the event about?
Google's Explore ML introduces you to basic ML concepts. This program not only focuses on training in ML but also on building an ecosystem for ML enthusiasts. Our student facilitator will guide you through these modules’ content and activities as well as clarifying content you may have questions on.

Explore Machine Learning (ML) with Google AI helps to get started with Machine Learning.
From this event, you will get to know,

• What is ML
• Why we need ML
• What is a model, How to use the model?
• Why are people learning ML, etc?

Who is this meetup for?
Anyone who wishes to learn ML from a practical, applied perspective that will enable them to use machine learning in their projects, and who wish to get started with the basics of TensorFlow.

What is the Agenda?
** 10am to 10:15am - Introduction **

** 10:15am to 10:45am **
#1 Data Analysis

• Descriptive statistics
• Types of data, levels of measurements
• Measures of central tendency: a practical approach
• Graphs and tables (scatterplots, charts, histograms, pdfs, CDFs, box plots, violin plots)
• Skewness, variance, STD dev
• Correlation and covariance

** 10:45am to 11am - Coffee, Snacks and Networking **

** 11am to 12pm **
#2 Inferential Statistics

• Distributions (students t, normal, std normal, Pareto)
• CLT
• Estimators (basic)
• Confidence Intervals

** 12pm to 1pm - Lunch **

** 1pm to 2pm **
#3 Hypothesis Testing
#4 Feature extraction, Feature selection, Feature creation

** 2pm to 3pm **
#5 Different types of Preprocessing steps

#6 Applying the above learned in

• Iris dataset
• Book price prediction

** 4pm to 5pm - Lightning Talk and Networking **

Who are the speakers?

• Asapanna Rakesh
  Google AI ML Facilitator
  Co-founder - Brutagnize (AI in Agriculture)
  LinkedIn - https://www.linkedin.com/in/asapanna-rakesh-ba6957178/

• Akash M
  Google AI ML Facilitator
  LinkedIn - https://www.linkedin.com/in/akashm27/

• Naveen S
  DSC Lead
  LinkedIn - https://www.linkedin.com/in/naveen-s/

Note from the speakers:
This course will be suitable for anyone who:

• Has basic knowledge of Python
• Ideally, have basic knowledge of linear algebra and calculus

** Food & Refreshments
Coffee & Snacks will be available at the venue.
Participants can make use of the canteen to purchase lunch.

Feel free to tweet about the event and use the hashtag #exploreml #dschits and tag @fnplusofficial in your tweets!