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AIIntermediateOnline16 Modular Topics (4 / 8 / 12 / 16 Weeks)Min 80% Test Score for Certificate

AI & Machine Learning

Enter the world of AI and machine learning. From fundamentals to practical ML models and generative AI applications.

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Duration

4, 8, 12, or 16 Weeks

Curriculum

16 Progressive Topics

Level

Intermediate

Mentorship

Included (Live + Q&A)

Certification

Verified (Min 80% on Test)

Skills You'll Build

PythonNumPyPandasScikit-learnTensorFlow/KerasGenerative AI

Prerequisites

Python basics

Basic mathematics

16-Topic Modular Structure

Course Curriculum & Syllabus

Structured across 4, 8, 12, or 16 weeks. Choose your duration to unlock deeper topics and industry credentials.

Mandatory Examination CriteriaScore Minimum 80% to Unlock Your Verified Certificate

Candidate must score 80% or higher to unlock the verified Youdex Course Certificate & Internship Completion Letter. If a student scores below 80%, they receive detailed question-by-question mentor feedback and are eligible for up to 2 retake attempts within 14 days. All credentials feature an instant verification QR code and Credential ID at youdex.in/certifications/verify.

Select Duration to See Topics & Deliverables:

Selected Tier Deliverables

What You'll Get in the 8-Week Track

Enroll at ₹2,999

Deep-dive into production frameworks, backend integrations, and gain real internship experience.

Everything in 4 Weeks Track PLUS Topics 5-8

Full 8-Week Verified Industrial Internship Letter

Official Course Certificate (Score >= 80% on Final Test)

1 Production-Grade Live Internship Project on GitHub

Weekly 1-on-1 and Group Mentor Code Reviews

Individual Performance Evaluation Scorecard

Industry-Ready Digital Credential with QR Verification

Official Credential: Course Certificate + Internship Letter

Requires Score >= 80% on Final Test(3 Attempts with Mentor Review)

Complete 16 Modular Topics (Weeks 1 to 16)

4 Weeks • Basics & FoundationIncluded in 8W

Python for AI & Mathematical Foundations

4 Weeks • Basics & FoundationIncluded in 8W

Numerical Computing with NumPy

4 Weeks • Basics & FoundationIncluded in 8W

Data Wrangling & Processing with Pandas

4 Weeks • Basics & FoundationIncluded in 8W

Exploratory Data Analysis (EDA) & Visualization

8 Weeks • Core & InternshipIncluded in 8W

Supervised Learning: Regression Models

8 Weeks • Core & InternshipIncluded in 8W

Classification Algorithms & Decision Boundaries

8 Weeks • Core & InternshipIncluded in 8W

Advanced Classical ML: SVM, KNN & Naive Bayes

8 Weeks • Core & InternshipIncluded in 8W

Feature Engineering & Hyperparameter Optimization

12 Weeks • Advanced & CapstoneUnlocked in 12 Weeks

Unsupervised Learning & Dimensionality Reduction

#10

12 Weeks • Advanced & CapstoneUnlocked in 12 Weeks

Deep Learning Foundations: Artificial Neural Networks

#11

12 Weeks • Advanced & CapstoneUnlocked in 12 Weeks

Convolutional Neural Networks (CNN) for Computer Vision

#12

12 Weeks • Advanced & CapstoneUnlocked in 12 Weeks

Natural Language Processing (NLP) & Text Embeddings

#13

16 Weeks • Mastery & PlacementUnlocked in 16 Weeks

Transformer Architecture & Hugging Face Models

#14

16 Weeks • Mastery & PlacementUnlocked in 16 Weeks

Generative AI, LangChain & Vector Databases

#15

16 Weeks • Mastery & PlacementUnlocked in 16 Weeks

MLOps: Model Deployment with FastAPI & Docker

#16

16 Weeks • Mastery & PlacementUnlocked in 16 Weeks

AI Capstone Defense, Case Studies & Placement Prep

Need the complete offline syllabus document?

Download the official branded 16-week curriculum with test guidelines, deliverables, and company accreditation.

Projects You'll Build

PROJECT 1

Predictive Model

ML model for real-world prediction task

PROJECT 2

Image Classifier

CNN-based image classification

PROJECT 3

AI Chatbot

Generative AI application

PROJECT 4

ML Pipeline

Complete end-to-end ML workflow

Everything You Need to Complete the Program

Jupyter notebooks

Dataset collections

Research paper guides

Code templates

Enrollment Packages

Select the duration that suits your goal

4 Weeks (Foundation)

4 Weeks

₹1,999

Course Completion Certificate (Score >= 80%)

Most Selected

8 Weeks (Internship)

8 Weeks

₹2,999

Course Certificate + 8-Week Internship Letter (Score >= 80%)

12 Weeks (Capstone)

12 Weeks

₹3,999

Course + 12-Week Internship + Capstone Certificate (Score >= 80%)

16 Weeks (Master & Placement)

16 Weeks

₹4,999

Master Dual Credential + Placement Support (Score >= 80%)

🛡️ Certification Policy: Students must score at least 80% on the final exit test to unlock their official verified Certificate & Internship Letter.

Questions about this program?

Contact Desk →•WhatsApp Chat →

AI & Machine Learning

Skills You'll Build

Prerequisites

Course Curriculum & Syllabus

What You'll Get in the 8-Week Track

Complete 16 Modular Topics (Weeks 1 to 16)

Python for AI & Mathematical Foundations

Numerical Computing with NumPy

Data Wrangling & Processing with Pandas

Exploratory Data Analysis (EDA) & Visualization

Supervised Learning: Regression Models

Classification Algorithms & Decision Boundaries

Advanced Classical ML: SVM, KNN & Naive Bayes

Feature Engineering & Hyperparameter Optimization

Unsupervised Learning & Dimensionality Reduction

Deep Learning Foundations: Artificial Neural Networks

Convolutional Neural Networks (CNN) for Computer Vision

Natural Language Processing (NLP) & Text Embeddings

Transformer Architecture & Hugging Face Models

Generative AI, LangChain & Vector Databases

MLOps: Model Deployment with FastAPI & Docker

AI Capstone Defense, Case Studies & Placement Prep

Projects You'll Build

Predictive Model

Image Classifier

AI Chatbot

ML Pipeline

Everything You Need to Complete the Program

Enrollment Packages

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