Course Details - AI & ML PGP

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Specialization Options

AI/ML - Foundation Course

Embark on a transformative journey with EdAthena's AI & ML PGP program. Tailor your education with a range of specializations and electives, complemented by real-world case studies to enhance practical learning.

Type

Certificate

Start Date

June 17 2024

Duration

11 Months
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Curicullum

Phase 1 begins

Learn all the software development skills required tokickstart your career

Duration: 5 Months

Programming and Data Structures

A

Python Programming Fundamentals

Data Structures and Algorithms

Databases and Data Management

B

SQL Queries and Database Management

Exploratory Data Analysis and Visualization

Statistics and Probability

C

Descriptive and Inferential Statistics

Probability Distributions and Hypothesis Testing

Phase 2 begins

Learn all the software development skills required tokickstart your career

Duration: 5 Months

Machine Learning Foundations and Workflow

A

Machine Learning Concepts and Workflow

Data Preprocessing and Feature Engineering

Supervised and Unsupervised Learning

B

Model Evaluation, Optimization, and Advanced Techniques

Hyperparameter Tuning and Model Optimization

Phase 3 begins

Learn all the software development skills required tokickstart your career

Duration: 5 Months

Fundamentals of Neural Networks and Optimization

A

Neural Networks Fundamentals

Generative Models: Autoencoders and GANs

Convolutional and Recurrent Neural Networks

B

CNN for Computer Vision

RNN for Sequence Data

Advanced Techniques, Transfer Learning, and Deployment

C

Transfer Learning and Fine-Tuning Pre-Trained Models

Deploying Deep Learning Models in Real-World Applications

What does this Course Offer ?

Key Benefits of EdAthena's AI & ML Courses

EdAthena’s AI & ML courses provide a solid foundation with a comprehensive curriculum and hands-on projects to develop real-world skills. You’ll learn from industry veterans and have access to flexible learning paths tailored to your needs. Our robust career support includes job placement assistance and interview preparation, ensuring you are well-equipped for your career. Additionally, you will benefit from lifelong learning resources and networking opportunities with peers and professionals. This comprehensive program equips you with the skills, knowledge, and support needed to excel in the AI & ML field.

Comprehensive Coverage:

  • Fundamentals of AI and ML Data preprocessing and feature engineering Machine learning algorithms and techniques Deep learning architectures and frameworks Real-world applications and case studies

Hands-On Learning:

  • Practical coding assignments and projects Exposure to popular AI/ML tools and libraries Capstone projects to showcase skills and build a portfolio

Partner Network:

  • Partnerships with leading AI/ML companies and startups Guest lectures and workshops by industry experts Opportunities for internships and real-world projects

Industry Events:

  • Participation in AI/ML conferences and seminars Hackathons and coding competitions to showcase skills Networking events to connect with professionals in the field

How Edathena will Support you ?

Expert Mentors:

  • Experienced industry professionals as mentors Regular interactions and guidance throughout the learning journey

Peer Learning:

  • Collaborative learning environment fostering peer-to-peer knowledge sharing Group projects and discussions to enhance teamwork and communication skills

Self-Paced Learning:

  • Access to recorded lectures and course materials for convenient learning Flexibility to learn at one's own pace and schedule

Live Sessions and Workshops:

  • Regular live sessions with instructors for interactive learning and doubt resolution Hands-on workshops to apply learned concepts to real-world scenarios

Learning Materials:

  • High-quality video lectures, presentations, and reading materials Curated content from industry experts and renowned publications

Practical Assignments and Projects:

  • Real-world case studies and projects to reinforce learning Opportunities to work on industry-relevant problems and datasets

Dedicated Support Team:

  • Prompt assistance from a dedicated learner support team Help with technical issues, course-related queries, and administrative matters

Community Forums:

  • Active discussion forums to engage with fellow learners and instructors Platform to ask questions, share insights, and learn from others' experiences

Certificate

Gain Industry-Recognized Certifications

Upon successful completion of the AI & ML courses, you will be awarded prestigious certifications from EdAthena, acknowledging your expertise in the field. These certifications are highly valued by employers and demonstrate your proficiency in AI and ML technologies, giving you a competitive edge in the job market.

Eligibility

Educational Background

Candidates should have a bachelor's degree

Programming Skills

Should have interest to learn programming language and concepts

Aptitude for AI & ML

Candidates should demonstrate a strong interest and aptitude for artificial intelligence and machine learning concepts

Edathena Traditional & Advantage Education

Edathena School of Technology Traditional Eduction
Curriculum Real-World,ready for 2027 and beyond Outdated
Instructors Working at Google, Meta, Microsoft & tech companies No indusrty experience
Assignments Code 50+ apps and products Theoretical written papers
Mentorship 1:1 sessions with industry experts No dedicated a guidance
Internship 1-Year compulsory internship No indusrty exposure
Employability Indusrty ready Extra training required
Graduation Level of a Senior SDE Level of a Junior SDE

Your Career with Edathena

Accelerate Your AI & ML Career with Edathena

Industry-Focused Curriculum: Immerse yourself in a cutting-edge curriculum designed by AI and ML experts to address real-world challenges.

Engaging Live Sessions: Participate in interactive live classes led by experienced instructors, fostering deep understanding and practical skills.

Collaborative Learning Environment: Engage with a diverse cohort of peers, fostering knowledge sharing and networking opportunities.

Hands-on Projects and Case Studies: Apply your learning to real-world projects and case studies, building a strong portfolio to showcase your skills.

Personalized Mentorship: Receive guidance and support from dedicated mentors who are industry professionals, ensuring your success throughout the program.

Comprehensive Career Assistance: Benefit from personalized career guidance, interview preparation, and access to our extensive employer network.

Postgraduate Program in Artificial Intelligence and Machine Learning

Flexible learning designed for Freshers and Working professionals

Program Fee:

Price:₹ 1,25,000 + GST

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Flexible Payment Options Available

Early Application Deadline: 17-June

Secure your place in this transformative program. Apply now!