Apache Hadoop – Use in AI
Harnessing Big Data for Artificial Intelligence
MODE
Online/ e-LMS
Online/ e-LMS
TYPE
Self Paced
Self Paced
LEVEL
Advanced
Advanced
DURATION
8 Weeks
8 Weeks
Batches
Spring
Summer
Live
Autumn
Winter
Program Aim
To equip participants with the knowledge to use Apache Hadoop for storing, managing, and processing large datasets in AI applications efficiently.
About Program
This course explores how Apache Hadoop’s robust ecosystem can be utilized to support advanced AI functionalities, focusing on the integration of big data technologies with AI tools to enhance data processing and analysis capabilities.
Program Objectives
- Gain mastery over Hadoop’s ecosystem and its application in AI.
- Develop skills to configure and optimize Hadoop for large-scale AI solutions.
- Implement real-world AI projects using Hadoop to solve complex data challenges.
Program Structure
- Introduction to Hadoop and AI:
- Basics of Hadoop and its components, introduction to AI, and their synergy.
- Setting Up Hadoop for AI:
- Installation, configuration, and integration of AI tools with Hadoop.
- Data Management in Hadoop:
- Deep dive into HDFS for data storage, and using MapReduce for efficient data processing.
- AI Models with Hadoop:
- Developing and deploying AI models using Hadoop, with focus on machine learning implementations.
- Scalability and Performance:
- Techniques for scaling AI applications and optimizing performance within the Hadoop ecosystem.
- Project and Real-world Applications:
- Practical project planning, development, and real-world applications of Hadoop in AI across various industries.
Participant’s Eligibility
- Individuals with a background in IT, Computer Science, and data sciences, interested in big data and AI.
- Professionals in tech industries such as BFSI, IT services, consulting, looking to enhance their big data processing skills.
Program Outcomes
- Proficiency in managing and analyzing big data with Hadoop.
- Enhanced ability to design and implement scalable AI systems.
- Readiness to tackle advanced data processing challenges in the tech industry.
Fee Structure
Standard Fee: INR 49,998 USD 1,300
Discounted Fee: INR 24999 USD 650
Certificate
Program Assessment
- Assignments: Hands-on tasks applying Hadoop to solve data-intensive AI problems.
- Quizzes: After each section to evaluate the understanding of theoretical and practical aspects.
- Final Project: Development of an end-to-end AI solution using Hadoop, assessed for its innovation, efficiency, and scalability.
Program Deliverables
- In-depth video lectures and live sessions.
- Practical labs and projects that simulate real-world data processing tasks using Hadoop.
- Continuous support and feedback through an interactive learning platform.
Placement Assistance
- Industry Connections: Exposure to industry partners and tech leaders in the field of big data and AI.
- Career Guidance: Tailored advice on leveraging Hadoop skills in AI applications for career advancement.
Future Career Prospects
- Big Data Architect
- AI and Machine Learning Engineer
- Data Analyst in AI-driven industries
