Artificial Intelligence + Machine Learning
(Online Live Training)

About

Join the certified courses from Prutor.AI, IIT Kanpur this Winter, and get the opportunity to utilize your time by learning new technology at the comfort of your home.

This online live training program is designed in such a way that it makes learning by building projects super easy for you.

Certificate You Will Get

Certificate of completion, Internship Letter, Project Letter will be provided on successful completion of your training, internship, and project work.

Price Rs. 18,000@Rs. 3,566 + 18% GST

Buy Now - with Internship + Project Letter

Price Rs. 8,474@Rs. 3,000 + 18% GST

Buy Now - with Project Letter
  • Pandas
  • Python
  • Excel

Prutor@IITK

A technology developed at IIT Kanpur

Training Highlights

Learn from home

Stay safe indoors

Certificate

From Prutor.ai

Online Live Classes

Learn anywhere

Faculty Support

Throughout the training

6 weeks of training

Duration

Doubt clearing

During the live session

Syllabus

The comprehensive syllabus of AI + ML

Project Work

You can build

Beginner friendly

No prior knowledge required

Internship

Online. Start at your own schedule

New Batch Starting in

25th January 2022

28th February 2022

30th March 2022

2nd May 2022

Price Rs. 18,000@Rs. 3,566 + 18% GST

Click to Pay and Enroll Now

Price Rs. 8,474@Rs. 3,000 + 18% GST

Click to Pay and Enroll Now

How will you get your certificate?

IIT Kanpur was the first institute in India to start a Computer Science Department.

IIT Kanpur has a rich base of alumni in this space who have made a remarkable impact around the world (Dr. Arvind Krishnan, CEO IBM, Dr. Rajeev Motwani, Google mentor, Dr. Narayan Murthy, Founder Infosys, Mr. Amit Agarwal, CTO Amazon to name few)

While education is impacted, some of the institutions continue to do well as they have realized the importance of practice. There is no substitution to practice. While other jobs are impacted due to COVID 19 coding jobs are still in demand.

To solve the problem of teaching introductory programming to Engineering students, Dr. Amey Karkare, Computer Science Department at IIT Kanpur has developed software - Prutor, that is being used at IIT Bombay, IIT Goa, IIT Kanpur, IISC Bangalore, IISER Bhopal, and EICT Academy IIT Kanpur to teach programming to more than 40,000+ students.

We believe in the practical and industry-based approach of teaching at Prutor.ai

Certificate

Why Learn Artificial Intelligence + Machine Learning (AI + ML)?

Learn from Experts at IIT Kanpur

Live Classes over Zoom

Improved Customer Satisfactions

The End of Menial Tasks

Increased Sales Opportunities

How will your training work?

1

Attend Live Sessions

2

Learn with Hands-on practical

3

Do the project work

4

Give the final quiz

5

Get certified in AIML

AI + ML (Mixed Language)

With Internship + Project Letter

Online Live Training with Faculty Support

Key Features

  1. Lectures in  Mixed Language
  2. Slides in English
  3. Training: 4 weeks of learning + 2 weeks of the project
  4. Price: Rs. 18,000@3,566 + 18% GST
    For 100 Students Only!
Click to Pay and Enroll Now

AI + ML (Mixed Language)

With Project Letter

Online Live Training with Faculty Support

Key Features

  1. Lectures in  Mixed Language
  2. Slides in English
  3. Training: 4 weeks of learning + 2 weeks of the project
  4. Price: Rs. 8,474@3,000 + 18% GST
    For 100 Students Only!
Click to Pay and Enroll Now

COURSE CURRICULUM

  • Introduction to Machine learning(ML)
  • Overview of major types: supervised and unsupervised
  • Major steps in ML, Overview of NumPy library
  • Lab: AIML Lab 1
  • Pandas, data structure in pandas: Series and DataFrame
  • Introduction to Matplotlib
  • Lab: AIML Lab 2
  • Linear Regression Algorithm, Mean squared error(MSE), R2_score
  • Lab: AIML Lab 3
  • Non-linear Regression, Overfitting, and Underfitting
  • Lab: AIML Lab 4
  • Introduction to KNN (K Nearest Neighbor), working of KNN, Decide the value of K, Accuracy score
  • Lab: AIML Lab 5
  • Evaluation technique for classification, confusion matrix, Recall, Precision
  • Hyper-parameter tuning using GridSearchCV
  • Lab: AIML Lab 6
  • Introduction to Logistic Regression, working of it, Binary classification and Multi-class classification
  • Lab: AIML Lab 7

Project: AIML Project - 1

  • Feature extraction, Bag of words, Countvectorizer and TfidfVectorizer
  • Lab: AIML Lab 8
  • Introduction to Naive Bayes algorithm and working of Naive Bayes algorithm
  • Lab: AIML Lab 9
  • SVM (support vector Machine), linear and Non-linear SVM, decide Hyperparamters C and kernel
  • Hyper-parameter tuning of C and kernel
  • Lab: AIML Lab 10
  • Introduction to Decision tree algorithm, Gini Index, Pruning technique
  • Lab: AIML Lab 11
  • What is a Random Forest algorithm? Working on it, and how does it differ from the decision tree?
  • Lab: AIML Lab 12
  • PCA, working of PCA, steps in PCA
  • Lab: AIML Lab 13

Project: AIML Project - 2

  • What is clustering?, K-means clustering algorithm, Elbow method
  • Lab: AIML Lab 14
  • Basic Overview of Neural Network, Single-layer Neural network, and Multi-layer neural Network
  • Keras API, Activation functions, feed-forward Neural network
  • Lab: AIML Lab 15
  • Basic Introduction to Convolutional Neural Network(CNN), CNN Architecture, Convolution layer, Pooling layer,
  • Dense layer
  • Lab: AIML Lab 16

Project: AIML Project - 3

Doubt clearing session

What projects you can build?

Titanic Survival Prediction

Fake News Detection

Heart Attack Detection

Brain Tumor Detection

Price Rs. 18,000@Rs. 3,566 + 18% GST

Click to Pay and Enroll Now

Price Rs. 8,474@Rs. 3,000 + 18% GST

Click to Pay and Enroll Now

How will your doubts get solved?

Ask your questions in live sessions and we will resolve them

Course Designed and Developed by

Prof Amey Karkare

Prof Amey Karkare

Faculty in Department of CSE, IIT Kanpur

View Profile

Rahul Garg

Rahul Garg

25+ year of IT Industry work experience in India & abroad

View Profile

Review

Andaleeb Tarannum

Andaleeb Tarannum

I was very enthusiastic about learning AI- ML And hence decided to take the course from IIT Kanpur. It was an excellent experience

Arsh Mishra

Arsh Mishra

A good start for pursuing a career in the field of Artificial Intelligence

Atul Bhatia

Atul Bhatia

We are in the process of implementing AI ML based business solutions, it will help in solutioning and smooth implementation.

Neha Pandey

Neha Pandey

I am studying master's in data science at the University Of Canberra. Also, I work as a research analyst for the Institute Of Economic Growth. Before joining this course I was not aware of the fact that it is so interesting and doable. Now I have an idea and familiar with the terminologies and ready to learn more. My understanding is that in the next 4-5 years, India will be the center of attraction for a data scientist career.

Pankaj Arora

Pankaj Arora

Senior SAP Solution Architect/Consultant (SAP & Azure Certified) Isleworth, England, United Kingdom

This course will help me in Implementing AI in my organization. Also, I shall now be able to manage my team.

Price Rs. 18,000@Rs. 3,566 + 18% GST

Click to Pay and Enroll Now

Price Rs. 8,474@Rs. 3,000 + 18% GST

Click to Pay and Enroll Now

Get in Touch

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