IIT

Program Description

The Advanced Certificate in Applied Artificial Intelligence & Deep Learning is designed to provide participants with a comprehensive understanding of data analytics and advanced deep learning techniques. Learners will gain expertise in Python for data manipulation and analysis, apply essential statistical methods, and master machine learning algorithms. The programme emphasizes practical experience with tools such as PyTorch and TensorFlow, and incorporates MLOps, and cybersecurity concepts. By engaging in hands-on learning and case studies, participants will be prepared to address real-world data challenges effectively.

Key Highlights

Analyse complex data problems, propose solutions, and draw meaningful conclusions

Apply statistical methods and linear algebra in data analysis to derive meaningful insights from data

Build and evaluate machine learning models for various tasks such as regression, classification, and clustering

Develop deep learning models using frameworks like TensorFlow and PyTorch, and implement techniques such as CNNs, transfer learning, and object detection.

Describe a flow process for data science problems (Remembering)

Classify data science problems into standard typology (Comprehension)

Develop Python codes for data science solutions (Application)

Correlate results to the solution approach followed (Analysis)

Assess the solution approach (Evaluation)

Learning Format

Online

Duration

7 months

Certified by

IITM Pravartak Technologies Foundation
Technology Innovation Hub (TIH) of IIT Madras and
TimesPro

Program Fee

(For Indian Residents)

₹ 1,94,700 (Inclusive of GST)

Program Description

Key Highlights

Analyse complex data problems, propose solutions, and draw meaningful conclusions

Apply statistical methods and linear algebra in data analysis to derive meaningful insights from data

Build and evaluate machine learning models for various tasks such as regression, classification, and clustering

Develop deep learning models using frameworks like TensorFlow and PyTorch, and implement techniques such as CNNs, transfer learning, and object detection.

Describe a flow process for data science problems (Remembering)

Classify data science problems into standard typology (Comprehension)

Develop Python codes for data science solutions (Application)

Correlate results to the solution approach followed (Analysis)

Assess the solution approach (Evaluation)

Learning Format

Duration

Certified by

Program Fee

Program Description

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Program Brochure

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Education Qualification

Suggested Prerequisites

Lead Faculty

Learning Module

Our Learning Partners

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Advanced Certificate in Applied Artificial Intelligence & Deep Learning - Batch 3

Program Description

Key Highlights

Analyse complex data problems, propose solutions, and draw meaningful conclusions

Apply statistical methods and linear algebra in data analysis to derive meaningful insights from data

Build and evaluate machine learning models for various tasks such as regression, classification, and clustering

Develop deep learning models using frameworks like TensorFlow and PyTorch, and implement techniques such as CNNs, transfer learning, and object detection.

Describe a flow process for data science problems (Remembering)

Classify data science problems into standard typology (Comprehension)

Develop Python codes for data science solutions (Application)

Correlate results to the solution approach followed (Analysis)

Assess the solution approach (Evaluation)

Learning Format

Duration

Certified by

Program Fee

Program Description

Download

Program Brochure

Download

Education Qualification

Suggested Prerequisites

Lead Faculty

Learning Module

Python for Data Science

Probability & Statistics for Data Science

Data Preprocessing & Data Visualization

Machine learning techniques

Deep Learning Foundations

Deep Learning Models & Applications

MLOps & Large Language Model Ops (LLMOps)

AI Applications & Emerging Technologies

Capstone: AI Solutions to Real-World Problems

Our Learning Partners

Guiding Star with Our Help!