DataGiri's Code-along Saturdays

Statistics for Machine Learning, Data Pre-processing, Logistic Regression and Decision Trees
4 Code-along workshops on Machine Learning
Saturday, 1st December, 10:00 AM - 6:00 PM

Why participate?

  Hands-on coding experience

  Instructors from the industry

  Intuitive Learning

Join the FREE workshop

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Our Instructors

Kalpesh Patil
Research Scholar at IIT-Bombay

Johnson Chetty
Founder at Smyl Engine

Sameer Kumar
Data Scientist at Deloitte
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Sagar Dawda
Data Scientist at Episource LLC

The Agenda

Pre-req: Participants must have "Anaconda 3.6" pre-installed on their systems to save time and resources. In case you have any difficulties, feel free to contact us at (+91) 9987-67-2668.

Introductory Statistics for Machine Learning ( Minimal Coding )

Key Takeaways :
Theoretical Session (minimal code):
- Introduction to different types of Data
- Inferential and Descriptive Statistics used in Machine Learning including Measures of Dispersion and Central tendency
- Skewness, Kurtosis,Correlation

Time : 10:00 AM - 12:00 PM

Instructor : Kalpesh Patil

Data Pre-processing and EDA

Key Takeaways :
- Label encoding and One-hot-encoding categorical variables
- Missing value imputation
- Detecting and removing outliers
- Feature transformation
- Correlation analysis
- Data leakage

Time : 12:00 PM - 2:00 PM

Instructor : Johnson Chetty

Logistic Regression

Key Takeaways :
- Concept of classification in ML
- Using logistic regression for classification problem
- Implementing logistic regression using sklearn

Time : 2:00 PM - 4:00 PM

Instructor : Sameer Kumar

Decision Trees

Key Takeaways :
- How is it different from Linear models?
- Splitting criteria
- Dataset walkthrough

"

Time : 4:00 PM - 6:00 PM

Instructor : Sagar Dawda

The Venue

OF10, Powai

Address: OF10, Ground Floor, Prudential, Hiranandani Gardens, Powai, Mumbai, Maharashtra 400076

This is a FREE event. There will be no Workshop fees.

 

What participants say about us?

"I was impressed with the facility. The support provided for installing libraries and the intuition built for our ease helped us a lot understanding NLP."

Komal Mankani
Associate Software Engineer, TCS

"Great learning experience in a short amount of time. Quality of instructors alongwith the platform provided pushed me right outside my comfort zone to learn something new."

Vrushabh Savla
B.E, University of Mumbai

"Natural Language Processing is one of the core principals in Data Science. I was overwhelmed with the way the practical approach towards learning."

Akhilesh Verma
Java Developer, MVM Technologies