Post Graduate Diploma in AI and Machine Learning
4.8 /5- Offered byEdureka
Post Graduate Diploma in AI and Machine Learning at Edureka Overview
Duration | 11 months |
Total fee | ₹2.22 Lakh |
Mode of learning | Online |
Difficulty level | Intermediate |
Course Level | PG Diploma |
Post Graduate Diploma in AI and Machine Learning at Edureka Highlights
- Get a Diploma from E&ICT Academy, NIT Warangal & Edureka, recognized globally
- Complete access to a plethora of our Career Assistance and Placement Services
- EMI options available for fee payment
- A unique learning ecosystem with an offline-like immersive ecosystem
- 24x7 subject matter expert support for your technical and non-technical doubts
- Receive E&ICT Academy, NIT Warangal Alumni Status
- Lifetime access to our Learning Management System and Edureka Support
Post Graduate Diploma in AI and Machine Learning at Edureka Course details
- Senior and Intermediate IT professionals
- Freshers and Graduates who would like to kick-start their career with AI and ML
- Any data analysts who want to level up in Machine Learning.
- Students who have at least high school knowledge in math and who want to start learning Machine Learning.
- E&ICT Academy, NIT Warangal, and Edureka have collaborated to create this Post Graduate Diploma in Machine Learning and Artificial Intelligence. NIT Warangal is ranked among the top 5 NITs in India by MHRD and is recognized as an Institute of national importance by the Govt. of India. These Machine Learning and Artificial Intelligence courses online will nurture and transform you into a highly skilled professional thus helping you land a high-paying AI-ML job. Get hands-on exposure to industry-level assignments and projects with this top-notch Machine Learning and Artificial Intelligence course.
Post Graduate Diploma in AI and Machine Learning at Edureka Curriculum
Python for AI & ML
Python Basics I
Python Basics II
Introduction to NumPy & Pandas
Data Preprocessing & Manipulation
Data Visualization
Doubt Clearing Session + End Course Test
Python for AI-ML (Self-Paced)
Predictive analytics
Statistical Foundations
Probablity
Inferential Statistics
Regression
Doubt Clearing Session + End Course Test
Predictive Analytics (Self-Paced)
Machine learning
Introduction to Machine Learning
Supervised Learning - Classification
Supervised Learning - Classification II
Unsupervised Learning - Clustering
Recommendation System
Doubt Clearing Session + End Course Test
Machine Learning (Self-Paced)
ML Deployment in Cloud - Sagemaker (Self-Paced)
Mid program Project I
Deep learning
Introduction to Deep Learning
Getting started with Tensorflow 2.0 with Tensor Board
Image Classification using CNN
TensorFlow Hub for Object Detection using Faster RCNN
Tensorflow for Deployment
Doubt Clearing Session + End Course Test
Real-time object detection using YOLO v4 (Self-paced)
Image Segmentation using Facebook Detectron 2.0 (Self-paced)
Data Tagging(VOTT) for Computer Vision (Self-paced)
Natural language processing
Introduction to NLP with Spacy
Analyzing and Seggregating the News Headlines
Building a Resume Classifier
Building a intent based RASA Chatbot
NLP in Production
Doubt Clearing Session + End Course Test
Mid program Project II
Sequence learning
Introduction to Sequence Learning
RNN vs LSTM with Google Stock Price
Sentiment Analysis on Zomato Reviews using LSTM
Introduction to Transformer model
BERT and GPT2 using Transformer
Machine Translation with MT5
Building a Question Answer prediction model using BERT
Doubt Clearing Session + End Course Test
Industry grade project
Post Graduate Diploma in AI and Machine Learning at Edureka Faculty details
Post Graduate Diploma in AI and Machine Learning at Edureka Entry Requirements
- Any undergraduate (BCA, B.Tech, B.Sc. etc.)
- Any diploma holder with basic programming knowledge
- Proficiency in English language is mandatory
- Not mentioned
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