Deep Learning with Real-World Projects
Master Deep Learning Algorithms Using Python from Beginner to Super Advance Level Including Mathematical Insights
Created by Geekshub Pvt. Ltd.
Explore deep learning by working through real-world projects using Python. Build a strong foundation in both the math and coding behind neural networks, CNNs, RNNs, and more. Gain practical experience as you move from core concepts to advanced applications.
Packt | Jul 2019 | 2071 min
What You Will Learn
You will start by learning the essential mathematical concepts and Python tools needed for deep learning. Step by step, you will implement key algorithms and work on real projects, including image and text analysis. Each topic is explained in clear terms, making complex ideas approachable and practical.
Key Features
- Apply deep learning algorithms to real data using Python and popular libraries
- Understand the math behind neural networks, CNNs, and RNNs for deeper insight
- Build and deploy models for tasks like image recognition and natural language processing
Target Audience
Ideal for those with basic Python or programming experience who want to move into deep learning. If you already work with analytics or machine learning and want to expand your skills, you will find practical value. This path also suits professionals aiming to transition into data science roles.
