End To End Machine Learning Project

Next Cohort Starts: 25th April, 2022.
Timings: 8:30- 10:00PM IST
Level: Intermediate
Duration: 10 Days

Live

By this Bootcamp, you will get:

Next Cohort Start from 25 April, 2022

Technology you'll learn

Python

Flask

Streamlit

Docker

RESTful API

Scikit Learn

End To End Machine Learning Project

About Bootcamp

A live 10 days Bootcamp where you will learn everything about building the pipeline of a Machine Learning Project. 
You will get the opportunity to learn everything, starting from Exploratory Data Analysis to model selection, model optimization, and deployment techniques so that project can be taken to the production. The entire Bootcamp will include a theoretical explanation and dedicated hands-on practice sessions. 

Topics for this course

19 Lessons

Day 1: Introduction to the business problem, Software installation

Session 1
Installation Guide
Session 1 Recording00:00:00

Day 2: Data Analysis (Part 1): Data Wrangling, Data Visualization methods

Day 3: Data Analysis (Part 2): Statistical analysis of the data, Feature Extraction and feature engineering methods

Day 4: Machine learning algorithms: Linear Regression, assumptions, evaluation metrics

Day 5: Machine Learning algorithms (Part 2): Classification algorithms: Logistic regression, random forest

Day 6: Creating Machine Learning model and making it deployment ready

Day 7: Rest APIs and Docker basics

Day 8: Building UI dashboard with HTML, java script

Day 9: Deployment using docker, Rest API (Flask), and UI

Day 10: Extension possibility to the project, interview questions on the project, learn how to showcase the project in an interview. Small assessment

Pre-requisities

  • Laptop with i3 processor
  • Basic knowledge of python (Python IDE)
  • Basic understanding of ML algorithms
  • Stable internet connection

About the Mentor

Arpita Gupta

Founder & CEO of Let The Data Confess

Why to join

Nowadays just theoretical knowledge in data science is not enough. You need to have complete hands-on experience on data science projects from scratch to deployment to master the data science as well as crack the data science interview.

This Bootcamp will provide you with such an amazing opportunity to practice along with your learning.

What People Say About Us

Frequently Asked Questions

You will only be eligible for a 50% refund if you wish to cancel your registration, 8-14 days before the event. 
Unfortunately, we do not provide any refund to customer7 days prior to the event.  

Please reach out to our support team at support@letthedataconfess.com to request for a refund. Please also mention your reason behind requesting for a refund.

All our participants will receive all the resources used during the session, 24 hours after the completing the bootcamp, via email.

The bootcamp will be conducted on Zoom Meeting.

Our team would be sending out all the completion certificates within one week of completing the bootcamp. 
In order to receive a certificate, we require our participants to be present for the entire duration of the bootcamp. 

Yes, you can pay using an international bank account.

You can reach out to our support team if you face any technical issue during the bootcamp.  
You can reach out to our support team at support@letthedataconfess.com or message us on our telegram community at
https://t.me/joinchat/cWBkX2kAS4FlYzJl 
Yes, you can stay connected with us through our telegram group. Please click the link below to join our telegram group.
https://t.me/joinchat/cWBkX2kAS4FlYzJl