Master Deep Learning using Case Studies : Beginner-Advance

Master Deep Learning Algorithms Using Python From Beginner to Super Advance Level including Mathematical Insights.
4.58 (39 reviews)
Udemy
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English
language
Data Science
category
Master Deep Learning using Case Studies : Beginner-Advance
412
students
34.5 hours
content
Dec 2020
last update
$19.99
regular price

Why take this course?

🎉 Master Deep Learning Algorithms Using Python from Beginner to Super Advance Level + Mathematical Insights 🚀 GroupLayout: Geekshub Pvt Ltd
Course Title: Master Deep Learning using Case Studies: Beginner-Advanced


Unlock Your Data Science Potential!

Are you aiming to excel in the field of Data Science with a specialization in Deep Learning? This is the course for you!

🎓 Crafted by Experts: This comprehensive online course has been meticulously designed by professionals from IITs, who are not only experts in Mathematics and Data Science but also passionate educators.


Your Journey to Mastery Begins Here

  • 🛠️ Simplified Complexity: We demystify the complex world of Deep Learning, making it accessible for beginners while challenging advanced learners.
  • 📚 Including Advanced Mathematics: Get a deeper understanding of the mathematical foundations that underpin Deep Learning algorithms.
  • 👩‍💻 Step-by-Step Guidance: From the basics to the intricacies, we guide you through every aspect of Deep Learning in Python.

What You'll Learn

  • 🧭 Introduction to Deep Learning: Set the foundation for your learning journey with an overview of what Deep Learning is and its potential applications.
  • 🤖 Artificial Neural Networks (ANNs): Understand the fundamental blocks of Deep Learning and how they work.
  • Feedforward Networks: Explore the architecture, implementation, and optimisation of feedforward neural networks.
  • 🚀 Backpropagation: Master backpropagation techniques to efficiently train neural networks.
  • 🧹 Regularisation: Learn how to prevent overfitting and improve model generalisation with regularisation methods.
  • 🎨 Convolutional Neural Networks (CNNs): Dive into CNNs and discover their applications in image recognition, classification, and more.
  • 📝 Practical CNN Project: Implement your learning through hands-on practical exercises on Convolutional Neural Networks.
  • ⚛️ Real World Projects: Solve real-world problems with case studies that provide a clear picture of how Deep Learning algorithms are applied in the industry.
  • 🔄 Transfer Learning: Understand how to apply knowledge from one problem domain to another, saving time and resources.
  • 🌐 Recurrent Neural Networks (RNNs): Explore the dynamics of RNNs and their applications in sequence data like time series or natural language processing.
  • 📖 Advanced RNN Project: Work on a project that helps with Natural Language Processing, enhancing your understanding of advanced RNN techniques.
  • 🧠 Generate Automatic Programming Code: Learn to create algorithms that can write code themselves, pushing the boundaries of automation and AI.
  • 📈 Pre-requisites Covered: We ensure you have a solid grasp of Python and Machine Learning before diving into Deep Learning concepts.

Why Choose This Course?

  • Real World Applications: With a focus on case studies, this course bridges the gap between theory and practical application.
  • Complete Solutions Provided: We don't just teach you the concepts; we give you the complete solutions to real-world problems, so you can apply what you learn immediately.
  • Advanced Mathematical Insights: Go beyond the basics and delve into the advanced mathematics behind Deep Learning algorithms to truly understand their workings.
  • Supportive Learning Environment: Join a community of like-minded learners and get support from your peers as well as expert instructors.

Ready to Embark on Your Deep Learning Adventure?

Enroll now and start your journey towards becoming a master in Deep Learning using Python. With Geekshub Pvt Ltd's Master Deep Learning using Case Studies course, you're not just learning – you're preparing to lead the future of Data Science. 🌟

Enroll Now and take the first step towards an exciting career in AI and Machine Learning!

Course Gallery

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2846378
udemy ID
02/03/2020
course created date
12/12/2020
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