Data Science & Machine Learning

Deep Learning & Neural Networks Internship

Dive into the depths of Artificial Intelligence. Build and train complex neural networks for vision, text, and generative tasks.

5 Months On-site Advanced

Neural NetworksPyTorch & TensorFlowComputer VisionTransformers

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Deep LearningAdvanced AI Systems

What You'll Learn

Comprehensive Curriculum

Neural Network Fundamentals

Perceptrons
Backpropagation
Activation Functions
Optimizers (Adam, SGD)
Regularization
Loss Functions

Computer Vision Architectures

CNNs (Convolutional Neural Networks)
ResNet
YOLO/SSD for Object Detection
Segmentation (U-Net)
Transfer Learning
Image Augmentation

Sequence Models

RNNs & LSTMs
GRU
Attention Mechanism
Transformers (BERT/GPT)
Time Series Forecasting
Seq2Seq

Advanced Training

Hyperparameter Tuning
Distributed Training
Mixed Precision Training
Model Interpretability
Deployment
Research Paper Implementation

Live Projects

Build Real-World DL Systems

Brain Tumor Detection

Build a CNN to detect tumors in MRI scans with high accuracy using medical imaging.

PyTorchMedical ImagingCNNFastAPI

Neural Style Transfer

Create an app that applies the artistic style of one image to another using deep learning.

TensorFlowVGG19GradioPython

Prerequisites

Strong Python
Calculus/Linear Algebra basics
ML fundamentals

Career Outcomes

Build deep neural networks
Read research papers
Train models on GPUs
Deploy DL models

Tools You'll Master

Industry Standard Tools

PyTorch

Deep Learning

TensorFlow

ML Framework

Jupyter

Notebooks

Colab/Kaggle

GPU Cloud

Weights & Biases

Experiment Tracking

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Deep Learning Specialist Certificate

Performance-based stipend from registered Pvt. Ltd. company