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Deep Learning Full Course For Beginners
Rating: 1.7 out of 5(4 ratings)
1,039 students

Deep Learning Full Course For Beginners

Deep Learning Full Course in With Practice Tests,Quiz, Neural Network,Activation Fuctions , Python, Tensorflow and Keras
Created byDr AI Academy
Last updated 7/2025
Hindi

What you'll learn

  • Understand fundamental concepts of neural networks and deep learning
  • Build and train convolutional neural networks (CNNs) for image recognition
  • Develop and optimize recurrent neural networks (RNNs) for sequence data.
  • Gain proficiency in using TensorFlow and PyTorch frameworks.
  • Deploy and fine-tune deep learning models in real-world applications.

Course content

4 sections • 36 lectures • 8h 3m total length

  • Important Concepts of Deep Learning25:04
  • Quiz on Important Concepts of Deep Learning
  • What is CNN and How it Works?23:20
  • Quiz on CNN
  • Mathematical Intuition Behind CNN?13:43
  • CNN Implementation with Python31:31
  • Quiz on CNN Implementation with Python
  • What is RNN How It works ?29:16
  • Quiz on RNN
  • RNN Implementation with Python23:32
  • Quiz on RNN Implementation with python
  • What is LSTM and How it Solve Vanishing Gradient Issue?21:13
  • Quiz on LSTM
  • LSTM Implementation with Python23:35
  • Quiz on LSTM Implementation with Python
  • What is GRU in Deep Learning?24:53
  • Quiz on GRU
  • GRU Implementation with Python Tensorflow and Keras36:53
  • Quiz on GRU Implementation with Tensorflow and Keras

Requirements

  • Basic Programming Knowledge: Familiarity with any programming language, preferably Python.
  • Mathematics Fundamentals: Understanding of linear algebra, calculus, and probability.
  • Machine Learning Basics: Some knowledge of machine learning concepts will be beneficial.
  • Computer and Internet Access: A computer with internet access for online materials and hands-on exercises.
  • Curiosity and Commitment: A strong desire to learn and dedication to completing the course.

Description

**Deep Learning Mastery: From Zero to Hero**


Are you ready to dive into the exciting world of artificial intelligence and transform your career? Enroll in "Deep Learning Mastery: From Zero to Hero" and embark on a journey that will take you from a complete beginner to an AI expert. This course is meticulously designed to provide a solid foundation in deep learning, ensuring you gain a comprehensive understanding of both the theory and practical applications.


We begin with the basics, explaining the core principles of neural networks and how they mimic the human brain to process information. You'll learn about perceptrons, activation functions, and backpropagation, setting a strong groundwork for more advanced topics. As you progress, we introduce you to cutting-edge architectures like convolutional neural networks (CNNs) for image recognition and recurrent neural networks (RNNs) for sequence prediction, including Long Short-Term Memory (LSTM) networks and transformers.


Our hands-on approach ensures you not only understand the concepts but also gain practical experience. You'll work with popular deep learning frameworks such as TensorFlow and PyTorch, building and training models on real-world datasets. We cover essential topics like hyperparameter tuning, model optimization, and deployment strategies to prepare you for real-world challenges.


Throughout the course, you'll benefit from expert instruction, interactive quizzes, and engaging assignments designed to reinforce your learning. By the end, you'll have a portfolio of projects that demonstrate your expertise and readiness to tackle complex AI problems.


But that's not all! We offer continuous support through a dedicated community of learners and instructors, ensuring you never feel stuck or isolated in your learning journey.


Don't miss this opportunity to master deep learning and unlock new career possibilities. Enroll in "Deep Learning Mastery: From Zero to Hero" today and take the first step towards becoming an AI hero. Your future in artificial intelligence starts here!

Who this course is for:

  • **Who is This Course For?** 1. **Aspiring Data Scientists**: Those looking to build a career in data science and AI. 2. **Software Developers**: Professionals aiming to integrate deep learning into their projects. 3. **Researchers and Academics**: Individuals seeking to apply deep learning techniques in their work. 4. **Tech Enthusiasts**: Anyone with a passion for AI and a desire to understand the technology behind it. 5. **Career Changers**: Professionals from various fields looking to transition into the AI industry.

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