Deep Learning Project Building with Python and Keras

Learn to make Android Keras image recognition models! This epic course covers Android Studio, Java, TensorFlow and more
4.22 (34 reviews)
Udemy
platform
English
language
Data Science
category
Deep Learning Project Building with Python and Keras
389
students
18 hours
content
Apr 2018
last update
$29.99
regular price

Why take this course?

🌟 Unlock Your Potential with Deep Learning Project Building on Python & Keras for Android! 🌟

🚀 Course Headline: Learn to make Android Keras image recognition models with ease!

📘 Course Description:

You will not regret taking this course. Here's what you'll learn:

  • Python Essentials: We kick off by installing PyCharm 2017.2.3 and dive into the core Python 3.6.2 language fundamentals. 🐍 This foundation is crucial for any programmer and will set you up for success.

  • Android Studio Mastery: Next, we'll get hands-on with Android Studio 3, learning to add a simulator, build User Interfaces (UIs), and understand the Java 8 language, which is essential for Android development. 📱

  • Machine Learning Insights: We will uncover what machine learning truly is, compare it with AI, and explore real-world applications of this transformative technology. You'll discover that machine learning isn't just a buzzword—it's everywhere!

  • TensorFlow & PyCharm Integration: I'll guide you through understanding TensorFlow 1.4.1, one of the most popular frameworks for machine learning, and how to leverage its libraries through PyCharam. You'll get comfortable with the basic components of TensorFlow and build a complete computational model from scratch.

  • Linear Regression & Model Training: You'll learn to construct a linear regression model, train and test it, evaluate its accuracy, and use it for making predictions. This practical skill is invaluable for any data scientist or analyst.

  • Keras Simplified: We'll dive into Keras, which simplifies the process of building deep learning models. By understanding how to integrate new information with what you already know, you'll form stronger connections and solidify your knowledge in this field.

  • Hands-on Project Building: Together, we'll build a basic image recognition model in PyCharm, save and export the trained model to Android Studio, and create an app around it. We'll then extend our skills to include facial recognition, facial detection, and digit recognition projects within Android Studio.

  • Advanced Topics & Complex Projects: As we progress, we'll tackle more advanced topics and sophisticated projects, including recognizing handwritten digits and images from datasets using deep learning techniques.

🚀 This course was funded by a wildly successful Kickstarter, which speaks volumes about its value and popularity! 🚀

👀 What You'll Get:

  • Explore PyCharm & Python: Discover the powerful features of PyCharm and learn the essentials of Python programming.

  • Explore Android Studio & Java: Understand the Android development environment and the robust Java language.

  • Discover Keras Library: Get to grips with the Keras library, which simplifies the process of creating deep learning neural networks.

  • Machine Learning Fundamentals: Explore the concepts behind machine learning, understand its importance, and learn where it's applied in the real world.

  • TensorFlow Mastery: Understand TensorFlow, a framework that helps streamline your machine learning projects, by installing it and utilizing its libraries within PyCharm.

🎓 Why This Course?

This comprehensive course is designed to take you from the basics of Python and Java to mastering Keras for Android applications, with a strong emphasis on practical, hands-on learning. By the end of this course, you'll have built an array of deep learning projects that you can add to your resume, LinkedIn profile, or personal website, showcasing your new skills to potential employers or clients.

💡 Don't just read about it—join the ranks of students who've transformed their careers with this knowledge. Dive into the course and start building your future today! See you in the lessons :)

Course Gallery

Deep Learning Project Building with Python and Keras – Screenshot 1
Screenshot 1Deep Learning Project Building with Python and Keras
Deep Learning Project Building with Python and Keras – Screenshot 2
Screenshot 2Deep Learning Project Building with Python and Keras
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Screenshot 3Deep Learning Project Building with Python and Keras
Deep Learning Project Building with Python and Keras – Screenshot 4
Screenshot 4Deep Learning Project Building with Python and Keras

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1620238
udemy ID
28/03/2018
course created date
18/07/2020
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