End-to-End Data Science Project Deployment Workshop

  • Course Duration 18 Hrs.
  • Course Mode Instructor Led Online Training
  • Date & Time 27-28-29 Nov. 2020 | 11 AM to 5 PM

About The Course

This is a Real-Time Projected oriented workshop designed by AICouncil to understand End-to-End Project Development and Deployment as a Data Scientist. As a Data Scientist and Analyst we thought of only backend Job but here you will discover all sorts of challenges that a data engineer can face when real time project deployment is needed.  You will start your learning right from scratch reach upto real time deployment of the project developed.

Key Features

Instructor–led training

Highly interactive instructor-led training

Free lifetime access to recorded classes

Get lifetime access of all recorded classes in your profile

Regular assignment and assessments

Real-time projects after every module

Lifetime Job Assistance

Get lifetime support for all related job openings

3 Years of technical support

3 Years 24/7 technical support and query resolution

Globally Recognized Certification

Get global industry-recognized certifications


  • Scratch to Model Deployment
  • Data science using Python
  • Machine learning and its different types
  • Real time Hands on Price Prediction Model
  • Flask webserver for Python
  • ML Based web app development
  • Amazon EC2 Instance for model deployment

Course Agenda

Python Basics and Data Science Packages: -

    • Python Basics
    • Python Data Science Packages – [ Numpy |Pandas |Matplotlib]

Data Analysis and Pre-processing

  • Data analysis and cleaning
  • Treating Missing value
  • Treating Outliers
  • Feature engineering

Machine Learning Intuitions

    • What is Machine Learning
    • AI vs ML vs DL
    • Types of Machine Learning – [Supervised | Unsupervised | Reinforcement]

Machine Learning Model Building

  • Case Study – Regression based Price Prediction Model [Used car or House]

Python Web-Server and User Interface

    • Flask web server for Python
    • Code to develop Web app

Model Deployment for Production

  • Amazon EC2 instance for ML based web app project Deployment



Problem Statement: - Develop a ML based Web App to predict the price of Used Car or Real Estate Property.

Description: - You will be provided with a dataset of some past selling of used car or real estate property. Now you need to use the given dataset to make a machine learning model which can predict the price of the product in future according to market scenario. The developed model needs to be deployed over a website for better user experience. In short it is a project where you will work from backend to frontend development and figure out all possible challenges as a data science engineer.



Career Support

We have a dedicated team which is taking care of our learners learning objectives.


There is no such prerequisite if you are enrolling for Master’s Course as everything will start from scratch. Whether you are a working IT professional or a fresher you will find a course well planned and designed to incorporate trainee from various professional backgrounds.
AI Council offers 24/7 query resolution, you can raise a ticket with a dedicated support team and expect a revert within 24 Hrs. Email support can resolve all your query but if still it wasn’t resolved then we can schedule one-on-one session with our instructor or dedicated team. You can even contact our support after completing the training as well. There are no limits on number of tickets raised.
AI council provide two different modes for training one can choose for instructor lead training or learning with prerecorded video on demand. We also offer faculty development programs for college and schools. apart from this corporate training for organization/companies to enhance and update technical skills of the employees. We have highly qualified trainers who are working in the training industry from a very long time and have delivered the sessions and training for top colleges/schools and companies.
We are providing a 24/7 assistance for the ease of the student. Any query can be raised through the interface itself as well as can be communicated through email also. If someone is facing difficulties with above methods mentioned above we can arrange a one on one session with the trainer to help you with difficulties faced in learning. You can raise the query throughout the total training period as well as after the completion of the training.
AI Council offers you the latest, appropriate and most importantly the real-world projects throughout your training period. This makes student to gain industry level experience and converting the learning’s into solution to create the projects. Each Training Module is having Task or projects designed for the students so that you can evaluate your learning’s. You will be working on projects related to different industries such as marketing, e-commerce, automation, sales etc.
Yes, we do provide the job assistance so that a learner can apply for a job directly after the completion of the training. We have tied-ups with companies so when required we refers our students to those companies for interviews. Our team will help you to build a good resume and will trained you for your job interview.
After the successful completion of the training program and the submission of assignments/quiz, projects you have to secure at least B grade in qualifying exam, AI Council certified certificate will be awarded to you. Every certificate will be having a unique number through which same can be verified on our site.
To be very professional and transparent No, we don’t guarantee the job. the job assistance will help to provide you an opportunity to grab a dream job. The selection totally depends upon the performance of the candidate in the interview and the demand of the recruiter.
Our most of the programs are having both the modes of training i.e. instructor led and self-paced. One can choose any of the modes depending upon their work schedule. We provide flexibility to choose the type of training modes. While registering for courses you will be asked to submit your preference to select any of the modes. If any of the course is not offered in both modes so you can check in which mode, the training is going on and then you can register for the same. In any case if you feel you need any other training mode you can contact our team.
Yes, definitely you can opt for multiple courses at a time. We provide flexible timings. If you are having a desire for learning different topics while continuing with your daily hectic schedule our course timing and modes will help you a lot to carry on the learning’s.
Whenever you are enrolling in any of the courses we will send the notification you on your contact details. You will be provided with unique registration id and after successful enrollment all of the courses will be added to your account profile on our website.AI Council provides lifetime access to course content whenever needed.
A Capstone project is an outcome of the culminating learning throughout the academic years. It is the final project that represents your knowledge, efforts in the field of educational learning. It can be chosen by the mentor or by the students to come with a solution.
Yes, for obtaining the certificate of diploma programmer you have to submit the capstone project.