IT HUB Skill Computer institute

₹0 ₹4,500

Course Includes

Duration30 Days
Enrolled0
Lectures20
Videos0
Notes0
CertificateYes

What you'll learn

Artificial intelligence (AI) is the capability of computer systems and software to perform tasks that typically require human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. [1]

How AI Works

Data Collection: AI models ingest vast amounts of structured or unstructured data, such as text, images, or audio. [1, 2]
Pattern Recognition: Using algorithms and mathematical models, the system scans data to find underlying trends and connections. [1, 2]
Machine Learning & Deep Learning: Instead of following rigid pre-written code, machine learning allows systems to improve from experience, while deep learning uses multi-layered neural networks inspired by the human brain. [1, 2, 3]
Output & Decision: The model produces predictions, classifications, or generated content like text and images. [1, 2]

Course Syllabus

Core Modules of an AI Syllabus

Foundations of Programming & Math
Python Programming: Syntax, data structures, and libraries like NumPy, Pandas, and Scikit-learn.
Mathematics & Statistics: Linear algebra (vectors, matrices), calculus (derivatives), probability, and descriptive/inferential statistics. [1, 2, 3]
Classic AI & Problem Solving
Search Algorithms: Uninformed and informed search, A* search, and adversarial games.
Knowledge Representation & Logic: Propositional logic, first-order logic, and expert systems. [1, 2, 3, 4]
Machine Learning (ML)
Supervised Learning: Linear/logistic regression, decision trees, support vector machines, and random forests.
Unsupervised Learning: Clustering (K-means), dimensionality reduction (PC

Course Fees

₹4500/-

Discounted Fees

₹ 0/-

Course Duration

30 Days

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AI (3 MONTH) In AI(M-AA-5592)