Executive Diploma in Machine Learning and AI with IIIT-B

The Executive Diploma in Machine Learning & AI by IIITB is a 11-month, industry-aligned program designed to equip professionals with cutting-edge AI and ML skills. Completing this program also grants you the prestige of becoming an IIIT Bangalore alumnus, a credential that adds significant value to your professional profile.

The Executive Diploma in Machine Learning & AI by IIITB is a 11-month, industry-aligned program designed to equip professionals with cutting-edge AI and ML skills. Completing this program also grants you the prestige of becoming an IIIT Bangalore alumnus, a credential that adds significant value to your professional profile.

1. Comprehensive Curriculum with Hands-on Learning:

This Executive Diploma in AI and Machine Learning covers both foundational and advanced AI concepts, including:

• Natural Language Processing (NLP)
• Neural Networks and Deep Learning

2. Designed for Working Professionals:

• This Executive Diploma in ML and AI is ideal for professionals from diverse fields such as data science, software development, and engineering.
  
• The flexible online format allows you to learn without disrupting your career, while expert mentorship provides valuable industry insights.

3. Earn a Recognized Credential:

• Graduates receive a highly regarded Executive Diploma in AI and ML from IIIT Bangalore.
  
• If you're looking for IIIT courses that deliver practical expertise and career growth, this program is a perfect choice.

The Executive Diploma in Machine Learning and AI at the International Institute of Information Technology, Bangalore (IIITB) is designed to meet the ever-evolving demands of the industry.

The Executive Diploma in Machine Learning and AI at the International Institute of Information Technology, Bangalore (IIITB) is designed to meet the ever-evolving demands of the industry.

This program provides a practical, industry-focused curriculum, making it an excellent choice for professionals looking to enhance their expertise through a Executive Diploma ML and AI or a PG Diploma in AI and Machine Learning.

Cutting-Edge Curriculum:

The Executive Diploma in Machine Learning & AI at IIITB covers the latest advancements in AI and ML, ensuring that learners acquire both theoretical and practical expertise.

With a strong emphasis on real-world applications, students engage in AI ML certification projects that prepare them for high-growth roles in the industry.

The program is taught by renowned IIITB faculty, including:

• Dr. Debabrata Das, Director at IIITB
• Chandrashekhar Ramanathan, Dean of Academics
• Prof. Tricha Anjali, Ex-Associate Dean

Their guidance ensures that students receive top-tier academic and industry insights, making IIITB one of the best choices for those considering AI PG courses or IIIT courses in advanced technology fields.

Practical Learning Approach:

• 80+ Real-World Case Studies: Gain hands-on experience in solving AI and ML challenges across industries.
  
• 12+ Capstone Projects: Work on high-impact AI and ML projects, enhancing your professional portfolio.
• Complimentary Waivable prerequisite course: A mandatory two-month bootcamp ensures that even those new to programming acquire the necessary foundational skills for success in AI and ML.

For professionals seeking a Post Graduate Program in AI and ML that combines academic excellence, industry relevance, and hands-on learning, IIITB offers the ideal platform to advance your career.

The Executive Diploma in ML & AI bridges the gap between theory and practice with 80+ real-world case studies and 12+ capstone projects led by industry experts. These hands-on projects, included in the Executive Diploma in Machine Learning & AI, help you build practical expertise in AI, MLOps, and Generative AI, preparing you for high-demand roles in the field.

A sample of some of the case studies you will be working on is as follows:

1. GenAI System Design: Analyse Amazon customer reviews to identify prevalent sentiments and themes to improve product offerings and enhance customer satisfaction

2. GenAI System Design: ChatGPT customer feedback to derive actionable insights for business improvement

3. RAG: Develop an RAG system to transform Long Beach County Municipal meetings transcripts into actionable insights for better organisational communication and decision making or historical legal documentations to optimise legal workflows

4. Exploratory Data Analysis: Analyse NYC taxi operations for efficient taxi positioning or US beer production data for better brewery operation management. Skills - Data Processing, Data Visualizations, Data Cleaning

5. Linear Regression: Predict household energy consumption using appliance energy readings data to increase power consumption efficiency or parcel delivery time for Porter using historical delivery data for better planning and management. Skills - Linear Regression, sklearn, statsmodels

6. Querying with SQL: Analyse Spotify music data for targeted recommendations or NDAP insurance data for risk assessment. Skills - Advanced SQL

7. Essentials of Business Analytics: Snapdeal app feedback data to create a business requirement document for improving app functionality

8. Big Data Analysis: Analyse Mercari products data for better targeted recommendations or customer interaction data to enhance customer engagement. Skills - PySpark, Distributed Computing, Big Data Analysis

9. Real-Time Data Analytics: Develop a real-time analytics pipeline for ecommerce data to enhance customer experience or a real-time patient health monitoring system for faster corrective actioning. Skills - Real Time Processing, Kafka, AWS Kinesis, Google Pub/Sub

10. Deep Learning: Predict stock prices of Microsoft, Amazon, Google, IBM, using their historical stock price variations or temperature/pressure readings in Morocco using historical weather data. Skills - Deep Learning, RNNs, PyTorch, Tensorflow, Keras

1. Premier Institute with a Strong Legacy:

• Established in 1998, IIITB is a top-tier institution known for its interdisciplinary approach, blending technology with social sciences. 
• Supported by the Government of Karnataka and industry leaders, the institute fosters academic and industrial collaborations. 
• Its merit-based selection process ensures that only the brightest minds join its programs, making it a preferred choice for professionals pursuing a Post-Graduation in AI and ML or a PG Diploma in AI and Machine Learning.

1. Premier Institute with a Strong Legacy:

• Established in 1998, IIITB is a top-tier institution known for its interdisciplinary approach, blending technology with social sciences. 
• Supported by the Government of Karnataka and industry leaders, the institute fosters academic and industrial collaborations. 
• Its merit-based selection process ensures that only the brightest minds join its programs, making it a preferred choice for professionals pursuing a Post-Graduation in AI and ML or a PG Diploma in AI and Machine Learning.

2. Global Alumni Network:

• IIITB has produced over 3,500 graduates, many of whom hold leadership roles in top IT firms globally. 
  
• This extensive alumni network provides mentorship and collaboration opportunities, giving students of the Post Graduate Program in AI and Machine Learning a competitive edge. Graduates of IIITB’s AI PG courses are well-prepared for industry challenges, thanks to the institute’s strong industry ties.
  

3. Focus on AI and ML Research:

• Recognized for its excellence in Artificial Intelligence and Machine Learning, IIITB has a dedicated research ecosystem that drives innovation in these fields. 
  
• Its expert faculty and advanced infrastructure create an ideal environment for students enrolled in its AI and ML certification programs. 
  
• Those pursuing a Post Graduate Program in AI and ML at IIITB benefit from hands-on learning and cutting-edge research opportunities.
  

4. Ranked Among India’s Best:

• IIITB is ranked 74th in the NIRF Engineering category (2024), solidifying its position as one of India’s top institutes. 
• This ranking reflects its commitment to academic excellence and high-quality research. 
• For those considering IIIT courses in AI and ML, IIITB stands out as a premium destination for advanced learning.

Balancing work and study can be challenging, but this program makes learning easily accessible. Online education is an excellent option for working professionals, as it allows you to enhance your skills from any location and provides seamless connectivity. Discover how online learning transforms convenience and flexibility.

Balancing work and study can be challenging, but this program makes learning easily accessible. Online education is an excellent option for working professionals, as it allows you to enhance your skills from any location and provides seamless connectivity. Discover how online learning transforms convenience and flexibility.

Cost-Effectiveness with Maximum Impact

Traditional education can often strain finances, but online programs present a cost-effective alternative that significantly reduces expenses. With these programs, students enjoy:

• Approximately 60% reduction in costs compared to traditional in-person educational settings.
• An average savings range from $10,000 to $15,000 per course, allowing for a greater investment in other life necessities.
• The elimination of additional expenses associated with commuting and accommodation, making education more accessible to everyone.

Flexibility Tailored for Working Professionals

Courses are designed keeping working professionals in mind, providing a level of flexibility that is hard to match:

• Students typically commit an average of 8 to 10 hours per week to their studies, allowing for a manageable balance between work, life, and education.
• Learners benefit from 24/7 access to a wealth of learning materials, enabling them to study at their convenience, regardless of time zones.

Learn from Industry Leaders

Online platforms transcend geographical limitations, offering students the privilege of learning from recognized experts:

• Online courses feature instructors affiliated with prestigious institutions, bringing credibility and expertise to the virtual classroom.
• Additionally, courses are taught by seasoned industry practitioners from top tech companies, providing insights directly from professionals who are shaping the field.