Advanced AI • Machine Learning • Deep Learning • NLP • Computer Vision

Advanced AI + ML + DL Mastery

Master cutting-edge AI technologies. Learn advanced machine learning algorithms, deep neural networks, and build intelligent systems that solve real-world problems.

24 Weeks Duration
Hands-on ML Projects
Industry Tools & Cloud
AI Engineer Certification
₹38,000 ₹152,000 75% OFF
Enroll Now View Curriculum
Neural Network Visualizer
Model Performance:
Accuracy: 0%
Loss: 0.00
Epoch: 0

97M

AI Jobs by 2025

$15.7T

AI Contribution to Economy

₹15-40L

AI Engineer Salary

67%

Companies Adopting AI

Curriculum

Advanced AI Curriculum

24-week comprehensive program covering mathematics, algorithms, and advanced AI concepts

Module 1: Mathematical Foundations

4 Weeks • Linear Algebra, Calculus, Probability, Statistics

  • Linear Algebra for ML
  • Calculus & Optimization
  • Probability Theory
  • Statistical Inference
  • Multivariate Calculus
  • Numerical Methods

Module 2: Machine Learning Fundamentals

6 Weeks • Algorithms, Evaluation, Feature Engineering

  • Supervised Learning Algorithms
  • Unsupervised Learning
  • Ensemble Methods
  • Model Evaluation & Validation
  • Feature Engineering
  • Dimensionality Reduction

Module 3: Deep Learning & Neural Networks

6 Weeks • CNNs, RNNs, Transformers, GANs

  • Neural Network Fundamentals
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • Transformers & Attention
  • Generative Adversarial Networks
  • Autoencoders & VAEs

Module 4: NLP & Computer Vision

4 Weeks • BERT, GPT, Object Detection, Segmentation

  • Natural Language Processing
  • Large Language Models
  • Computer Vision Fundamentals
  • Object Detection & Recognition
  • Image Segmentation
  • Multimodal AI Systems

Module 5: Production & Deployment

4 Weeks • ML Ops, Cloud, Scalability, Monitoring

  • ML Pipeline Development
  • Model Deployment Strategies
  • Cloud ML Platforms
  • Model Monitoring & Maintenance
  • Scalability & Performance
  • Ethical AI & Fairness
Domains

AI Specialization Domains

Master cutting-edge AI domains with real-world applications

Natural Language Processing

Build intelligent systems that understand, interpret, and generate human language

Chatbots Sentiment Analysis Machine Translation Text Generation

Computer Vision

Enable machines to interpret and understand visual information from the world

Object Detection Facial Recognition Medical Imaging Autonomous Vehicles

Reinforcement Learning

Train AI agents to make optimal decisions through trial and error interactions

Game AI Robotics Trading Systems Resource Management
Tools

Industry AI Tools & Frameworks

Master the tools used by AI researchers and engineers worldwide

TensorFlow & PyTorch

Leading deep learning frameworks for building and training neural networks

Hugging Face & Transformers

State-of-the-art NLP models and libraries for language tasks

MLOps & Cloud Platforms

AWS SageMaker, GCP AI Platform, Azure ML for production deployment

Algorithms

Core ML Algorithms

Master essential machine learning algorithms and their applications

Neural Networks

Deep Learning

Multi-layer perceptrons for complex pattern recognition

Random Forests

Ensemble Learning

Multiple decision trees for robust classification

SVM

Supervised Learning

Support Vector Machines for classification tasks

K-Means

Clustering

Unsupervised learning for data segmentation

Projects

Advanced AI Projects

Build sophisticated AI systems for your portfolio

Image Classification System

Build a CNN-based image classifier with transfer learning for custom object recognition.

Computer Vision CNN Transfer Learning TensorFlow

Sentiment Analysis API

Develop a production-ready sentiment analysis API using transformers and deploy it on cloud.

NLP Transformers API Development Cloud Deployment

Recommendation Engine

Build a hybrid recommendation system using collaborative and content-based filtering.

ML Algorithms Matrix Factorization Real-time Systems Scalability
Careers

AI Career Paths

High-demand roles in the AI industry

Machine Learning Engineer

₹15-35 LPA

Design and implement ML models and systems

AI Research Scientist

₹20-50 LPA

Research and develop new AI algorithms

Data Scientist

₹12-30 LPA

Analyze data and build predictive models

AI Product Manager

₹18-40 LPA

Lead AI product strategy and development

Certification

Earn Your AI Engineer Certification

Get industry-recognized certification to validate your skills

Certified AI & ML Engineer

Issued by Naya Prayog Academy

Validates advanced AI, machine learning, and deep learning expertise

Start Your AI Engineering Career Today

Master cutting-edge AI technologies and join the revolution shaping our future

Enroll Now - ₹49,999 Free AI Career Consultation

14-day money-back guarantee • Job placement assistance • Cloud credits included