Artificial Intelligence (AI) & It's Applications
- Offered bySkillSir
- Private Institute
Artificial Intelligence (AI) & It's Applications at SkillSir Overview
Duration | 40 hours |
Total fee | ₹5,000 |
Mode of learning | Online |
Schedule type | Self paced |
Credential | Certificate |
Artificial Intelligence (AI) & It's Applications at SkillSir Highlights
- Earn a certificate of completion from SkillSir
- Weekend sessions, especially for working professionals
- Easy EMI payment option available
- Cases, capstone projects & real time data for better practical exposure
- Free knowledge sharing recorded sessions/videos by industry experts
- Internship and Placement assistance through Task Staffing Solutions Private Limited
Artificial Intelligence (AI) & It's Applications at SkillSir Course details
- For participants who want to switch careers and move to data science and leverage the experience of leading industry and academic experts
- What is Artificial Intelligence?
- What is Deep Learning?
- TensorFlow and Keras for Deep Learning
- Understanding tensors
- What is NLP and its different aspects?
- Building chatbots and recommendation systems
- The module is designed in such a way that irrespective of you being a techie or a non-techie, you can master the contents and applications
- Learn about Artificial Intelligence (AI), Deep Learning, Natural Language Processing (NLP)
- Discuss decision trees, support vector machines, random forests, Monte Carlo Markov Chain based classifiers.
Artificial Intelligence (AI) & It's Applications at SkillSir Curriculum
Introduction to the course
What is AI
Setting up python and anaconda environment
Set up Python and relevant libraries, Jupiter note book
Reinforcement Learning
Define core concepts from AI such as 'agents', 'environments', and 'states-, Game theory, Value maximization and rational behavior of agents
Designing Rational agent for resource allocation in transport industry
Deep Learning
Concept of tensors
Revision of concepts related to Neural networks
Revision of concepts related to Neural networks
Computer Vision
Object detection, Object Detection With YOLOv3 in Keras
Introduction to convolution networks- Alex Net,
Face detection
Object detection in videos
Business application of CV in Health care sector
Natural Language processing
Part of Speech Tagging- using Bayes Belief networks, Hidden Markov chains.
Word vectors, syntactic, and semantic processing, Tokenization
Question answering
Named Entity Recognition
Topic modeling and sentiment analysis
LSTM with attention mechanism
Artificial Intelligence business applications
AI application in Marketing
AI applications in BFSI
AI and Internet of things (IOT)
Capstone Project
The project has to be worked regularly starting week 3
Artificial Intelligence (AI) & It's Applications at SkillSir Faculty details
Artificial Intelligence (AI) & It's Applications at SkillSir Entry Requirements
- Education: Graduate
- Prerequisite: Working knowledge of Python is required
- Not mentioned
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