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IntermediateCohort-basedAI Developer Launchpad

Introduction to Deep Learning

Explore neural networks and deep learning fundamentals. Build image classifiers and text analyzers using PyTorch or TensorFlow.

Duration
5 weeks
Level
Intermediate
Format
Live Sessions (Cohort-based)
Topics
3 modules

What You'll Learn

Understand neural network architectures
Build convolutional neural networks for image tasks
Create recurrent neural networks for sequence data
Implement deep learning models with PyTorch or TensorFlow

Topics Covered

1
Neural network architecture and intuition
2
Basics of CNNs (for images) and RNNs (for text)
3
Implementation with PyTorch or TensorFlow

Prerequisites

  • Machine learning foundations
  • Python programming
  • Linear algebra

Join Next Cohort

Cohort-based live sessions with expert instructors

Live interactive sessions
Learn with peers in cohorts
Hands-on projects & assignments
Certificate of completion
Career support & mentorship

Part of Learning Track

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AI Developer Launchpad
6 classes

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