Professional Course In Artificial Intelligence

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Batch Name
PCAI
Course Start
1-February-2025
Course duration
180 Hours
Eligibility
12th

PCAI - Professional Course in Artificial Intelligence

Do Artificial Intelligence Course with CITC – An ISO 9001:2015 certified organisation, associated with Microsoft, ICDL for International Computer courses, NIELIT, MSME & Google.

About Course

Artificial Intelligence courses are designed to provide knowledge in various topics in AI, including machine learning, deep learning, natural language processing, computer vision, robotics, and data analytics.
Artificial Intelligence is a unique career path that can lead you to success. AI itself will need development, maintenance and sales. Artificial Intelligence courses are therefore going to be a lifesaver in the future.

What You Will Learn?

You will learn the following skills:

Advanced Machine Learning
Deep Learning Architectures
Natural Language Processing (NLP)
Computer Vision
Reinforcement Learning
AI for Big Data
AI Ethics and Bias
AI Model Deployment and Optimization
Advanced AI Applications

Scope

Following are the few fields students can look at after pursuing this program but work experience and job profile are a must:

Product Manager
AI Engineer
Big Data Engineer
Business Intelligence Developer
Data Scientist
Machine Learning Engineer
Research Scientist
AI Data Analyst

Module 1

Course Papers

Advanced AI Course Syllabus

Course Syllabus

Advanced Machine Learning

Ensemble Learning (Bagging, Boosting, Stacking)
Feature Engineering Techniques
Hyperparameter Tuning (Grid Search, Random Search, Bayesian Optimization)

Deep Learning Architectures

Convolutional Neural Networks (CNNs)
Recurrent Neural Networks (RNNs)
Long Short-Term Memory (LSTMs)
Transformers and Attention Mechanism

Natural Language Processing (NLP)

Text Processing and Tokenization
Word Embeddings (Word2Vec, GloVe, BERT)
Sentiment Analysis and Text Classification
Named Entity Recognition (NER) and Sequence Labeling

Computer Vision

Image Classification and Object Detection
Image Segmentation and GANs
Face Recognition and Transfer Learning
OpenCV for Image Processing

Reinforcement Learning

Markov Decision Process (MDP)
Q-Learning and Deep Q Networks (DQN)
Policy Gradient Methods
Applications in Game AI and Robotics

AI for Big Data

Handling Large Datasets with AI
AI and Cloud Computing (Google Cloud AI, AWS AI)
Scalable AI with Apache Spark

AI Ethics and Bias

Ethical AI Considerations
Bias in AI Models
Explainable AI (XAI)

AI Model Deployment and Optimization

Deploying AI Models with Flask and FastAPI
Optimization for Real-Time AI Systems
AI in Edge Computing

Advanced AI Applications

AI in Healthcare
AI in Finance (Fraud Detection, Trading Algorithms)
AI in Autonomous Systems (Self-driving Cars, Drones)
AI for Cybersecurity

Click here to download PCAI Course full Syllabus.

CITC Courses Query

We offer IT courses (Information Technology) that cover a wide range of projects in IT Software, Security, and Operations. IT courses enable students to succeed with better opportunities as IT skills are in demand everywhere.