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Executive Program In Artificial Intelligence & Machine Learning

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Overview

Businesses must embrace new technologies to remain competitive. Our Executive Program on AI ML has been designed with the latest tools, techniques, and case studies to prepare you for the future of business. Learn the fundamental concepts and techniques of AI and ML, including predictive analytics, natural language processing, deep learning, and computer vision. The executive program provides hands-on experience through projects, case studies, and live examples. Join the artificial intelligence executive program and become a leader in driving growth and innovation in your organization!

Course Objectives

  • To gain the fundamental understanding of AI and ML concepts and algorithms.
  • To understand the role of AI and ML in supervised and unsupervised learning and deep learning.
  • To understand the concepts of AI and ML algorithms to solve real-world problems.
  • To understand the Role of ethics in AI.
  • To understand the concept of chatbots and generative AI.

Program Schedule

Item Details
Program Duration 1 Year (Sept 2023 to Aug 2024 tentative)
Learning Total Hours 360+ Hours
Online Classrooms 130+ Hours
Campus Hours and Self-paced Learning Hours

30hrs on-campus action-packed learning, Business Networking, and opportunity to meet various Adani group company seniors. Note: These sessions will not be replaceable in virtual form.

40hrs of self-paced learning in the form of various video recordings by AIDTM, One drive library, assignments, selfreading, and assessments.
Doubt Solving Classes 10 Hours (For the Entire Year. There will be a multiple faculties panel to solve doubts in the group. )
Beyond Classroom Learning 150 Hours
Number of Modules 12
Virtual Capstone Project 6 Weeks
Individual Career Counselling (15 min each) 2 Weeks

  • Course Eligibility:

    Graduate from any Discipline
    Minimum 1 Years of work experience
    No prerequisite for Programming Skills

  • Course Duration:

    1 Year

  • Fee:

    (Admission, Tuition, Course Material)
    1,20,000 INR + GST
    No-Cost EMI option available
    Refund Policy

Contact Us

07941057633

Why Join AIDTM?

Industry relevant programme
Guided by inspirational leadership of Adani group
Industry experienced faculties
Globally benchmarked curriculum
State-of-art infrastructure

Career Opportunities:

Data Analyst
Business Analyst
Machine Learning Engineer
Data Scientist
Data Architecture
Data Manager
Data Consultant
Chief Data Officer
Chief Technology Officer
Uttaranchal University Online Programs Admission

The Curriculum

Introduction to Data Science Course and its pedagogy – 1 week
  • Introduction to AI/ML - all module explanation
  • Artificial Intelligence Vs. Machine Learning Vs. Deep Learning
Python for Analytics – 4 weeks
  • Python Basics
  • Python Functions and Libraries
  • Working with Data Structures, Arrays, Vectors, and Data Frames
  • Hands-on Pandas, NumPy, and Matplotlib
Math for Machine Learning – 3 weeks
  • Descriptive Statistics
  • Probability and Conditional Probability
  • Linear algebra
Foundation of Machine Learning – 2 weeks
  • Fundamentals of Artificial Intelligence and Machine Learning
  • Key terminologies of Machine Learning
  • Types of Machine Learning
  • Applications of AI and machine learning in various industries
Supervised Learning – 8 weeks
  • Linear Regression
  • Logistic regression
  • Decision trees and random forests
  • Support vector machines
  • Hands-on: Supervised Learning Algorithms
Unsupervised Learning – 4 weeks
  • K-means clustering
  • Hierarchical clustering
  • Density-based clustering
  • Dimensionality Reduction-PCA, LDA
  • Hands-on: Unsupervised Learning Algorithms

 

Deep Learning – 7 weeks
  • Introduction to Perceptron & Neural Networks
  • Multi-layer perceptron
  • Various Deep Neural Network
  • CNN
  • Hands-on: CNN Implementation
Natural Language Processing – 3 weeks
  • Introduction to NLP
  • Text pre-processing techniques
  • Word embeddings
  • Practice Project
Computer Vision – 5 weeks
  • Introduction to Computer Vision and its applications
  • Image Processing and Feature Extraction
  • Object Detection and Image Segmentation
  • Practice Project
Recommendation System – 4 weeks
  • Introduction to Recommendation Systems and their applications
  • Collaborative Filtering and Content-Based Filtering
  • Hybrid Recommendation Systems
  • Practice Project
Ethics and Generative AI – 5 weeks
  • Ethics in AI
  • Generative Adversarial Networks
  • Applications of GANs
  • Demystifying ChatGPT and its Applications
Virtual Capstone Project & Career Counselling Sessions - 6 Weeks
  • Any relevant project to be completed in the current organization of the participant
  • In the absence of your company's data, Synthetic or Hypothetical Data can be utilized for the project.

How To Apply?


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Call Us: 07949126925