Deep Learning Skills you will learn

  • Neural Networks
  • TensorFlow its program elements and installation
  • Deep Learning Libraries
  • Tensorflow Object Detection API
  • Deep Learning Frameworks
  • Keras
  • PyTorch
  • Types of Recurrent Neural Networks

Who should learn this free Deep Learning course?

  • Software Engineers
  • Data Scientists
  • Data Analysts
  • Statisticians

What you will learn in this free Deep Learning course?

  • Deep Learning for Beginners

    • Introduction

      01:44
      • Introduction To Deep Learning
        01:44

    • Lesson 01: Introduction to Deep Learning and Its Applications

      16:53
      • Introduction to Deep Learning and Its Applications
        16:53

    • Lesson 02: What is a Neural Network?

      21:01
      • What is a Neural Network
        21:01

    • Lesson 03: Why Are Neural Networks Hard To Train?

      33:33
      • Why Are Neural Networks Hard To Train?
        33:33

    • Lesson 04: What are the Top Deep Learning Libraries?

      01:26
      • What are the Top Deep Learning Libraries?
        01:26

    • Lesson 05: What is TensorFlow?

      06:08
      • What is TensorFlow?
        06:08

    • Lesson 06: What is a Data Flow Graph?

      41:06
      • What is a Data Flow Graph?
        41:06

    • Lesson 07: Use Case Implementation using TensorFlow

      19:31
      • Use Case Implementation using TensorFlow
        19:31

    • Lesson 08: TensorFlow Object Detection

      21:50
      • TensorFlow Object Detection
        21:50

    • Lesson 09: Deep Learning Frameworks

      35:39
      • Deep Learning Frameworks
        35:39

    • Lesson 10: How image recognition works

      01:11:08
      • How image recognition works
        01:11:08

    • Lesson 11: Types of Recurrent Neural Network

      08:39
      • Types of Recurrent Neural Network
        08:39

    • Lesson 12: Working of LSTMs

      38:31
      • Working of LSTMs
        38:31

    • Lesson 13: Deep Learning Applications

      11:32
      • Deep Learning Applications
        11:32

    • Lesson 14: Deep Learning Frequently Asked Interview Questions

      44:22
      • Deep Learning Frequently-Asked Interview Questions
        44:22

    • Lesson 15: Knowledge Check

      • Knowledge Check

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

Free Introductory Course to Deep Learning

Why you should learn Deep Learning?

41.7% by 2023

Is the projected growth rate for the Deep Learning market size.

$152,595 per year

Annual median salary of an Deep Learning Engineer 

Career Opportunities

About The Course

A branch of Machine Learning, deep learning deals with modeling high-level data abstractions. Deep learning can handle different data types such as images, texts, voice/sound, graphs, etc. The free deep learning course will help you learn complex data patterns and make predictions using deep learning models. The course is ideal for beginners who can start with deep learning fundamentals and progress to advanced concepts in Deep learning. Software engineers, data scientists, data analysts, and statisticians can learn deep learning fundamentals. The course includes implementing neural components and applications of dee

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FAQs

  • Is prior machine learning experience necessary to enroll in this course?

    A basic awareness of Python programming, mathematics, and statistics is required for those wishing to enroll in this deep learning course for free. 

  • Who is eligible to sign up for this course?

    Software engineers, data scientists, data analysts, and statisticians are eligible to sign up for this course.

  • What is the free deep learning course's duration?

    The free deep learning course consists of 7 hours of self-paced video lessons that will enable you to learn all the concepts thoroughly. 

  • Will I receive a certificate upon completing this free deep learning course?

    Yes. You will receive a certificate upon completing the deep learning free certification course. The certificate is shareable, and here’s how you can access it.

    • Complete the course within 90 days of registering for it.

    • Log in to your SkillUp account.

    • Unlock the certificate.

    • You will receive a link to view and download the certificate. 

    • Add the SkillUp certificate to your resume and share.

  • What programming languages and tools will be covered in this course?

    Neural Networks, TensorFlow program elements and their installation, Tensorflow Object Detection API tutorial, Deep Learning Libraries, Deep Learning Frameworks, Keras, PyTorch, and Types of Recurrent Neural Networks are covered in this course.

  • Is deep learning difficult to learn?

    No. The course has been well thought through by mentors who are industry leaders in the field. They have designed the course keeping in mind the needs of the different learners, and it is easy to learn

  • How can this course benefit my career or research in deep learning?

    After completing this free deep learning course, you can pursue careers such as:

    • Machine Learning Engineer

    • Data Scientist

    • Business Intelligence Developer

    • NLP Scientist

  • Is the deep learning course completely online?

    Yes. The deep learning course from SkillUp is completely online, offering you self-paced video lessons for easy access.

  • Are there any hidden fees associated with the free course?

    No hidden fees are associated with the free deep learning course with a certificate.

  • Is there a limit on how many people may register for this free deep learning course?

    No. There is no limit on the number of people who can register for this free deep learning course.

Learner Review

  • Dhiraj

    Dhiraj

    This course is very well-structured, offering clear explanations and hands-on coding, making it a complete package for anyone starting out in deep learning. It covers essential foundational concepts like neural networks, backpropagation, and activation functions in a beginner-friendly way. Highly recommended

  • JULES MUKOBELWA MASTAKI

    JULES MUKOBELWA MASTAKI

    I thoroughly enjoyed the Deep Learning course, especially the TensorFlow section, where they explained what TensorFlow is and its various applications. The detailed breakdown of the different packages involved was very helpful. The section on neural networks was also a highlight for me, making complex concepts easy to understand.

  • Jyoti Saini

    Jyoti Saini

    Learning from Simplilearn was a great experience! The Deep Learning course offered a comprehensive overview of essential topics like neural networks, CNNs, and RNNs, all presented in a clear, well-structured manner. I understood everything and found the course incredibly valuable.

  • Harshit Srivastava

    Harshit Srivastava

    This is the best course I've taken on any online platform. I appreciate the care taken to script each lesson and I also like the animation that kept me engaged while learning.

  • Vikas Gupta

    Vikas Gupta

    I loved the course! Those who are new to Deep learning can start from here.

  • Muhammad Kamran Azeez

    Muhammad Kamran Azeez

    The course all the aspects of Deep Learning in an effective way. Thanks, Simplilearn!

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