- Python OOPs
- Python Basics
- Introduction to NumPy & Pandas
- Data Manipulation
- Data Visualization
- Data Pre-processing
- NIT Warangal
- Post Graduate Certification Diploma in Artificial Intelligence and Machine Learning
Post Graduate Certification Diploma in Artificial Intelligence and Machine Learning
Attain superiority in the growing niche of this program by working on real-life industrial projects with access to cutting edge technologies.
Medium of instructions English
Mode of learning Self study, Classroom
Mode of Delivery Video and Text Based
Learning efforts 8-10 Hours Per Week
The Post-Graduation Certification Diploma in Artificial Intelligence and Machine Learning is offered by NIT Warangal, which is among the top 40 colleges in India. The said program has been designed in a unique collaboration with Edureka. The AI & ML subjects to be taught and the expertise of the carefully selected group of professors are aimed at developing the next set of supremely skilled professionals.
A special focus has been laid on assembling the core team for this program. Being lead by the esteemed faculty of the E&ICT Academy at NIT Warangal, Edureka experts and Industry Veterans have jointly designed all aspects of this wonderful Post-Graduate Program in Artificial Intelligence & Machine Learning.
The Post Graduate Certification Program in AI & ML has been intertwined with Capstone and Live session projects placed strategically across the courseware. The options cover the Automotive industry, the Manufacturing segment, the Banking sector, and the Retail industry to name a few. The participants will be introduced to the role of Python in AI & ML, Predictive analysis, and Deep Learning.
- Nine months of online program
- Over 450 hours of learning
- 100% job assistance
- PG Certificate issued by NIT Warangal
- 24 X 7 dedicated support
- NIT Warangal alumni status
- Industry grade capstone projects
- Dedicated career mentoring
- Online weekend classes
- 450 hours of learning
- Recorded classes
- 100% job guarantee
- Cv optimization
Course and certificate fees
The tuition fee is as follows:
Rs. 2,22,450 all-inclusive
Starting at Rs. 13,125 per month
certificate providing authority
Who it is for
The Post Graduate Certification Diploma in Artificial Intelligence and Machine Learning from NIT Warangal is designed and developed meticulously to cater to the needs of young professionals who want to take a deeper plunge into the world of possibilities of AI & ML. Prospective students with the following status will gain tremendously from this course:
- Beginners in the AI & ML space looking to gain a formal education in this sector
- Anyone with beginner-level programming skills with an interest in AI
- Data Scientists looking for a specialization in their career
- Professionals aspiring to transition into Artificial Intelligence
Although work experience is not a mandatory requirement for this program, please be sure to mention it during the application stage, if applicable to you.
Students with a science background in 10+2, having finished a Bachelor’s degree, and an interest in making a career in Machine Learning can apply.
What you will learn
Upon completion of the Post Graduate Certification Diploma in Artificial Intelligence and Machine Learning, the students will master the following concepts:
- The underlying principles of Python basics and Object-Oriented Programming
- Develop a deep understanding of Predictive analytics
- Participate in Machine Learning projects during the Post Graduate Certification Program
- Gain a deep understanding of Neural networks
- Explore potential digital disruptions through Natural Language Processing
- Expertise to transform businesses with Auto Image captioning
- Get a bird’s eye view of Sequence Learning
- Strategies to implement Reinforcement learning
The admission steps are briefly outlined in the following section:
- Please provide your educational, professional, and basic personal details. Once your file is received, the Admissions Counselor will connect with you to take your candidature further.
- This stage involves one-on-one interaction with our Subject Matter Experts to better gauge your basic knowledge, work experience, and your expectations from the course. After an assessment is made regarding your interview, you can expect an offer from us.
- To arrive at the final fee, your score from the scholarship form and interview performance will be clubbed. Once this is done, please pay your fee to confirm a place for yourself in the batch.
- Post fee payment, you will receive course credentials and the learning journey will begin.
Filling the form
The link to the application form is on the website. It opens as a simple form where you need to fill in information about your education and work experience.
Python for AI-ML
- Statistical Foundations
- Exploratory Data Analysis (EDA)
- Inferential Statistics
- Regression- Linear Regression
- Regression- Logistic Regression
- Advance Logistic Regression
- Introduction to Machine Learning
- Unsupervised Learning
- Supervised Learning - Classification I
- Supervised Learning - Classification II
- Dimensionality Reduction
- Model Selection and Boosting
- Time Series Analysis
- Association Rules Mining & Recommendation Systems
- Introduction to Deep Learning
- Regional CNN
- Convolutional Neural Network
- Getting Started with TensorFlow 2.0
- Generative Adversarial Network
- Boltzmann Machine & Autoencoder
- Emotion and Gender Detection
- YOLO Object Detection
Natural Language Processing
- Text Pre-processing & NLP
- Text Classification
- Analyzing Sentence Structure
- Module 4: In-Class Project - Twitter Sentiment Analysis
- In-Class Project - Chatbot
- Introduction to Sequence Learning
- RNN and GRU
- Name Entity Recognition using CRF
- Machine Translation
- Auto Image Captioning
- Introduction to Reinforcement Learning
- Bandit Algorithms and Markov Decision Process
- Deep Q Learning
- Dynamic Programming & Temporal Difference Learning methods
Interview Preparation Assistance
Scholarships of up to Rs. 75,000 are on offer. Interested candidates are requested to fill the scholarship form from the website and follow the directions that ensue.
How it helps
Artificial intelligence (AI) is steadily redefining our way of life by enabling machines to do what people once thought only humans could do. Moreover, it is also revolutionizing the way businesses run. The global AI-ML market is expected to be worth $31B by 2025, growing annually by 42%. On a related note, the number of AI professionals in India has almost doubled from 41,000 in 2018 to 74,000 by the end of 2019 and more than 2,500 companies claimed to work on AI projects of some kind in 2019, a growth of 180% over the previous year. Currently, organizations are using AI-ML applications to:
Make better decisions
Pursue new markets
Create new products
Optimize internal business operations
Optimize external processes like marketing and sales
Following are some of the benefits of the Post Graduate Certification Diploma in AI & ML:
Live instructor-led online classes by industry experts
A dedicated technical and non- technical team to resolve all doubts
Curriculum designed by professors from E&ICT Academy, NITW and industry experts
24x7 subject matter expert support for technical/non-technical doubts
Lifetime access to our Learning Management System and Edureka Support
Certificate from E&ICT Academy, NITW and Edureka recognized globally
Complete access to our career assistance and placement services
Unique learning ecosystem to give an offline-like immersive experience
The course structure contains ample room to address the doubts of each individual with dedicated attention. Be rest assured that the faculty will be with you all along the journey.
Some of the Entry-level positions are Junior Data Scientist, Research Analyst, and Associate Machine Learning Engineer.
Some of the most popular organizations include Microsoft, Samsung, PayPal, and Dunzo. However, of late, Management Consulting firms have also started showing significant interest.
The decision of whether the scholarship is offered and its amount, if applicable is a function of your performance on the scholarship test.
There is an exhaustive industrial-grade Capstone project of 40 hours which will put all the learnings for use. This will play a key role in building professional networks for the career that will unfold afterward.
Yes, the PG certificate course has tie-ups with select banks. Please approach the admissions team to get further details.
The applications of Artificial Intelligence are spread across the field of Education, Media, Personal & Consumer services, and Central government to name a few. These will be discussed in detail in the course.
The career assistance services include career-oriented webinars, dedicated mentoring sessions, profile building assistance, and access to exclusive job feeds.