About this Masterclass

Connecting objects together is one of the biggest needs in the 21st century and the Internet of Things (IoT) is doing that for us. Be it an industry, home, commercial automation, or fields like agriculture, healthcare, security system etc. all are going to use IoT to build intelligent solutions. Therefore, this FDP aims to explore IoT for developing various such smart solutions. Initially, the simulation on hardwares like Arduino and RaspberryPi along with programming on Python and embedded c will be covered including the interfacing of sensors with the hardware. Thereafter, Cloud and Edge for IoT will be explored and then using HTTP/MQTT protocol, data will be sent to the server for data analytics.

Topics Covered

What is an AI ?
What is Machine Learning & Deep Learning?
Use of Various Categories of Algorithms of Machine Learning in Real Products.
Software installation and basics of python and supporting libraries
Python Programming
Introduction to Data Analysis
Python Libraries for Data Computation and Visualisation
Libraries Installation
Working with Pandas and Matplotlib
Data Visualisation on Real Datasets
Introduction to Machine Learning and Algorithms
Working with ANN
Writing code for ANN using MLP classifier
Introduction to Regression Algorithms
Writing code for salary prediction of a fresher candidate after interview
Introduction to Model Development
Designing ML model and its testing using Python
Introduction to Model Deployment
What is Flask? Flask library installation
Practical implementation of Machine Learning Algorithm for an AI Application
Building an AI WebApp using ML Algo.
Understanding various deployment methods for an app
Deployment of an AI app using Python Flask on local machine
Introduction to AWS/Azure Cloud and its services
Creating instances for hosting AI application live on server
Setting up our server for Live deployment
Deployment of an AI app using Python Flask on Server
Masterclass Image

Key Takeaways

You Will Not Get Back Empty Handed From Here. We Have Packed A Lot For You

Learning to build entire AI product life cycle from scratch

Learning to build entire AI product life cycle from scratch

Build your First AI application

Build your First AI application

Learning most advanced tools used in the IT industry currently

Learning most advanced tools used in the IT industry currently

Get your First Practical Hands-on AI Certification

Get your First Practical Hands-on AI Certification

Learning how the knowledge can be used for Research and Development

Learning how the knowledge can be used for Research and Development

Tools Covered

Python

Python

Machine Learning

Machine Learning

Deep Learning

Deep Learning

Neural Networks

Neural Networks

sklearn

sklearn

AI

AI

Saurabh Bhardwaj

Meet Your Instructor

Master Your Skills To Drive Your Career

A professional with knowledge on what organizations search for, he has tips and data that can help you crush overwhelming AI projects. Make sure you don't miss this out.

Data Scientist

Green Tick

Data Analyst

Green Tick

AWS Certified Solution Architect Associate

Green Tick

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