Artificial Intelligence + Machine Learning
Online Live Training
- Learn from Experts at IIT Kanpur
- Live Classes over Zoom
- Internship + Project Work
- 1000's of Jobs available in the market
Upskill yourself & Advance your Career
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Program Overview
Duration
4 weeks of learning + 2 weeks of project
Format
Online live sessions
Project Work
Based on real world problems
Faculty Support
Throughout the training
Beginner Friendly
No prior knowledge required
Certificate
From Prutor@IITK
New Batch Starting in
25th May 2022
Syllabus + Brochure
Click Here To Download / ViewLimited Time Offer: Rs. 8,474 + 18% GST
Click Here To Enroll NowAbout Prutor@IITK
Join the certified courses from Prutor.ai, IIT Kanpur this Summer, and get the opportunity to utilize your summer vacation 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.
For applying for a job Artificial Intelligence + Machine Learning certificate is considered one of the most needed certifications.
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
How will your training work?
1
Attend Online Classes
2
Learn with Hands-on practical
3
Do the project work
4
Give the final quiz
5
Get a certificate in Artificial Intelligence + Machine Learning
Limited Time Offer: Rs. 8,474 + 18% GST
Click Here To Enroll NowCOURSE 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
Limited Time Offer: Rs. 8,474 + 18% GST
Click Here To Enroll NowTechnologies Covered
What projects can you build?
How will your doubts get solved?
Ask your questions in live sessions and we will resolve them
Course Designed and Developed by
Review
"Overall Very Good. More focus is given to practical exposures of subject. Coding part that is required is nicely taught here. All the topics are taught from the basics to advanced level so that every branch of engineering student can understand the topics easily. Last but not the least, faculties clear your every small doubt of students and are always ready to help every students in every possible way. So overall this is a good platform where we learn machine learning like subjects easily without any hesitation."
"Totally satisfied with the course. Everything was nice and upto mark. Great course and great mentors."
"This is one of the best course i have ever done.I'm going to recommend this course to my those friends who are interested in AI and ML"
"Faculties are awesome. They teachs every little thing very smoothly. It is easy to understand big problems through your resources."
"The syllabus coverage was prettey good and the faculty was also very good."
"All the algorithms explained in very simple way."
"It was awesome experience."
"ML is a vast field and I learn that there are myriad scopes in this field. Learning new concepts and working upon techniques to build models was really interesting. The session was informative and a lot of concepts were cleared. Hands on experience was also gained. Had a productive and wonderful time!"
Limited Time Offer: Rs. 8,474 + 18% GST
Click Here To Enroll Now