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 23 & 24 (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.