2 Days Workshop on Data Science and Machine Learning for Beginners

Sat Jan 23 2021 at 10:00 am to Sun Jan 24 2021 at 05:00 pm

Makers Tribe | Chennai

Makers Tribe
Publisher/HostMakers Tribe
2 Days Workshop on Data Science and Machine Learning for Beginners
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Ever thought of learning about Data Science and Machine Learning?
Here is a great opportunity to learn how to do it.
Makers Tribe is organizing a two-day workshop on Data Science and Machine Learning for Beginners.
Topics to be covered in the workshop:
1. Introduction to Data Science
Introduction
Applications of Data Science
Overview of Python
Python for Data Science
Scikit-Learn
Summary
2. Setting up
Introduction to Anaconda Navigator
Installation
Introduction to Python Notebook
Pip commands & Conda commands
3. Data Exploration
Load and Prepare dataset
Check Numeric & Categorical Features
Check Missing Data
Fill null values in continuous features
Check for Class Imbalance
Detect & treat outliers
Univariate & Bivariate analysis of Categorical & continuous columns
4. Data Visualization
Introduction to visualization
Explaining about the various types of plots
How to choose the plots?
Making the presentation using plots
Introduction to visualization tools
5. Introduction to Machine Learning
supervised learning
Regression
Classification
Unsupervised learning
6. Model Building
Building Regression models
Applying models on the data
Function to Label Encode Categorical variables
Fit classification models Logistic Regression
Decision Tree Classifier
Random Forest Classifier
Feature Selection
Grid-Search & Hyperparameter Tuning
Ensembling
Prediction on the test data
7. ML Application
Introduction to Frameworks
Building the application
Deploy the application
8. Guidelines for Projects & Portfolio
How to do the Project Presentation?
Creating your first Project on Github
How to choose and build your portfolio projects
Ask your Questions?
9. Interview Guides and Career Preparation
Careers in Data Science
What does an Data Science Interview look like?
Recommended Books
Tools to help you
*Please bring your Laptop*
**LAPTOP IS MANDATORY**
Date: January 9th & 10th (Saturday & Sunday)
Timings: 10 AM - 5 PM
Price: ₹1999 ( 2 days lunch included)
Pay ₹100 to reserve your seat here:
https://imjo.in/hUQXec
The remaining amount can be paid at the venue.
FAQs
What if I don’t know the basics?
Still, you can do it as a team to understand better.
Why are only 10 makers allowed?
This is not a conference. It is a group activity. 10 will be very effective and manageable.
Should I bring any components or software pre-installed?
A Laptop is a must. The rest of the things will be provided.
Will Lunch be provided?
Yes, Lunch will be provided for 2 days.
What are the transportation options for getting to and from the event?
1 km from Thiruvanmiyur railway station on OMR.
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Event Venue & Nearby Stays

Makers Tribe, 391A, 3rd Floor,Nehru Nagar, OMR, CH-96 Landmark: Opposite to IGP bus stop, above Titan showroom, Chennai, Tamil Nadu, India 600096, India

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