Deep Learning End to End Project | Full Course | iNeuron

Описание: Demystifying Deep Learning: Your End-to-End Project Launchpad!
This video is your one-stop shop for launching your deep learning journey! We'll delve into the essential concepts and practical steps involved in creating an end-to-end deep learning project, empowering you to transform ideas into reality.

This video equips you with:

Solid foundation in deep learning concepts: Understand neural networks, backpropagation, activation functions, and optimization algorithms, forming the bedrock of your knowledge.

Choosing the right model architecture: Explore different network architectures like CNNs, RNNs, and LSTMs, and learn how to select the best fit for your project goal.

Mastering practical skills: Discover essential techniques for data preprocessing, feature engineering, and model training, gaining hands-on experience with popular libraries like TensorFlow or PyTorch.

Evaluating and refining your model: Learn how to measure your model's performance, analyze results, and identify areas for improvement to elevate your model's effectiveness.

Real-world scenarios and project ideas: Gain inspiration from diverse deep learning applications, and explore project ideas across various domains like image recognition, natural language processing, and more.

Enrol Now: https://ineuron.ai/course/deep-learni...

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Timeline :

00:00:00 - 02:07:20 Introduction
02:07:20 - 03:26:11 Data Transformation Components
03:26:11 - 05:45:12 Data Ingestion with S3
05:45:12 - 07:15:48 Model Trainer & Bento ML
07:15:48 - 09:29:03 Deep Learning Model Evaluation
09:29:03 - 11:45:18 Evaluate and Deploy Deep Learning Model
11:45:18 - 13:26:02 Deployment with CI-CD Pipeline
Last Episode Deployment with CI-CD Pipeline Part 2 : https://www.youtube.com/live/TmSGVD2QBKA