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Full AI - Machine Learning Deep Learning And NLP

Individual Hands-on Projects

True Industrial Curriculum

Two Free Demo Classes

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Som Sankar Naskar

Expert

  5 star

Basics - Advance

Course Duration

84 Hours

₹32000₹16000

AI, The Future!

Successful People with foresight are very scared of AI. Bill Gates, Elon Musk and even Stephen Hawking have warned about it. They know it will impact all jobs in a huge way - like an earthquake. They are not learning AI because they love it, but to be safe when AI takes over, which will be very soon. 

 

Beat the Competition!

The software developers that India produces in a year runs into millions, so it judicious and sensical to learn new things and shift to technologies that are up and comer. New technologies come bearing gifts of their own and the benefit of learning something new will also have an added feature of high salary. Since software business, like any other business, follow "Demand, Supply" principle, your chances of earning will rise up many folds. The math is simple, the technology is new and very high in demand but the supply of programmers is scarce hence shooting up the salaries. So take the bypass highway and beat the traffic.

 

Objective

Hands on Teaching will make you able to create Machine Learning and Deep Learning Models. 

 

Course Outcome:

We are going to introduce Supervised and Unsupervised Learning, you are going to create models for websites and apps, the model will be used by App and Web Developers. 

 

We will use Scikit Learn, Tensorflow and Keras to make you a good ML and DL expert.

₹32000₹16000
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Module 1

Brief Introduction with Python

Python: Setting Environment 

Python Basics

OOPs using Python

 

Module 2

Numpy 

Matplotlib

Pandas

 

Module 3

How to use Traditional and Big Data

Analysis vs Analytics

Pre process raw datasets

Data Mining and Data Masking

 

Module 4

Understanding Machine learning

Understanding Machine Learning Algorithms

Introduction to Supervised, Unsupervised and Reinforcement Learning

 

Module 5

Introduction to Scikit Learn

Classification and regression problem solution with SciPy

Iris Dataset and Boston Housing Dataset

Creating custom classifier.

Introduction to clustering

 

Module 6

Tensorflow  Basics

Introduction to Deep learning

Introduction to different types of Neural Networks

 

Module 7

Introduction to Keras - High Level DL Library on top of TF

Introduction to different types of Models

Mnist Dataset problem

 

Module 8

Image processing with OpenCv 

Image classifier with Keras

Creating custom datasets

Saving Datasets using Pickle

Saving of the model to use everywhere 

 

Module 9

Introduction to Flask - micro framework for web development with python

Setting up Flask Server 

Create REST APIs to use the model with all programming languages

Deploying to production

 

Module 10

Introduction to NLP

Introduction to RNNs, LSTMs & GRUs

Introduction to Chatbots

Making of a full fledged chatbot using Keras


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Som Sankar Naskar

Founder and CEO of Sodiarc Technologies, Som Sankar Naskar is a software development and data science instructor and founded Sodiarc Academy. He trains professionals from top IT companies like TCS, CTS, Infosys etc. as well as students from various top universities like MAKAUT, IITs, VIT, OCAD University, Canada etc. He is researching on teaching and learning techniques, and wants to solve some real problems around the world with his unique and digestive teaching capabilities. He believes that a little amount of time, highest level of confidence and some tricks can make someone pro in their field.

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Course Features

  • Mode Online & Offline
  • Lectures 14
  • Duration 84H
  • Students 10
  • Certificate Yes
  • Skill Programming Basics
  • Category Full Course

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