Udemy

Universal Deep Learning Mastery - 2025 Edition with Updated

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  • 754 Students
  • Updated 1/2025
4.7
(87 Ratings)
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Course Information

Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
15 Hour(s) 23 Minute(s)
Language
English
Taught by
Manifold AI Learning ®
Rating
4.7
(87 Ratings)

Course Overview

Universal Deep Learning Mastery - 2025 Edition with Updated

Transform into a Deep Learning Expert Build Intuition from Single Neuron to Deep Neural Networks using Keras Tensorflow

Unlock the Future: Master Deep Learning from Scratch with Keras and TensorFlow - Your Gateway to Tomorrow's Technology!

Have you heard the buzz about AI being the future, transforming industries, from self-driving cars to scientific discovery? The rise of deep learning, with advancements in hardware and software, has propelled AI to new heights. As the demand for deep learning experts grows, we present 'Deep Learning from Scratch - Keras TensorFlow,' a course designed by ManifoldAILearning to kickstart your journey into the world of deep learning.

Course Highlights:

1. Basic Nuts & Bolts of Deep Learning:

  • Lay the foundation with fundamental concepts.

  • Gain insights into the core principles of deep learning.

2. Crash Course on Python:

  • Refresh or enhance your Python skills.

  • A quick guide to Python essentials for deep learning.

3. Understanding Various Models in Deep Learning:

  • Explore diverse models crucial in deep learning.

  • Develop a comprehensive understanding of their applications.

4. Implement Deep Learning Neural Networks using Keras with TensorFlow Backend:

  • Hands-on experience with building neural networks.

  • Dive into the practical aspect of implementing deep learning models.

5. Implement Deep Learning on Common Types of Problems:

  • Tackle binary classification, multi-class classification, and regression problems.

  • Apply your deep learning knowledge to real-world scenarios.

Why Deep Learning 101?

1. Expert-Designed Course Structure:

  • A well-structured course catering to learners of all levels.

  • Exercises after each module to reinforce knowledge and boost confidence.

2. High-Quality Intuitive Tutorials:

  • Comprehensive and intuitive tutorials.

  • Theoretical concepts explained through videos, followed by practical implementations.

3. Practical Hands-On Exercise:

  • Code along with us in every practical section.

  • Build intuition on the functioning of each line of code.

  • Access downloadable codes and datasets for self-paced practice.

Embark on Your Deep Learning Journey:

Deep Learning 101 is designed to provide you with the essentials needed to kickstart your journey into the realm of deep learning. We believe that preparing for tomorrow's technology starts today. Join us now and be part of the technological revolution shaping today and tomorrow.

"The best time to prepare for tomorrow's technology is by learning today."

  • Team ManifoldAILearning

Course Content

  • 10 section(s)
  • 108 lecture(s)
  • Section 1 Welcome
  • Section 2 Getting basics right
  • Section 3 Python Crash Course on Basics
  • Section 4 Python for Data Science Crash Course
  • Section 5 MP Neuron Model
  • Section 6 MP Neuron in Python
  • Section 7 Summary of MP Neuron
  • Section 8 Perceptron
  • Section 9 Perceptron in Python
  • Section 10 Sigmoid Neuron

What You’ll Learn

  • Deep learning using Keras to implement various problems like Binary Classification, Multi Class classification, & Regression
  • Intuition on Deep Learning Neural Networks by implementing the code in Python using Keras Library
  • Learn Python to kick start Deep Learning journey
  • Build intuition on Various Models in Deep learning and Learning algorithms in Deep learning


Reviews

  • S
    Sonia Regina Ribeiro
    5.0

    Murthy is an excelent teacher! This course is great, I learned a lot. It was a great addition to my knowledge, especially since I am soon to graduate on Data Science. Thank you!

  • S
    Sachin Hande
    5.0

    Amazing teaching style. The complex topics have been made so simple with the use of intuitive examples. Thank you so much.

  • A
    Anonymized User
    5.0

    Easy to follow - even with all of the math!

  • B
    Bharath Rajaram
    5.0

    An excellent course starting from basics and proceeding till advanced. Loving it so far. Bonus part is the relevant videos in the lecture. Great effort

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