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Deep Learning with Keras & TensorFlow Course

Get ready for a career as a Deep Learning Engineer with this certification in Deep Learning & Tensor Flow. Developed by industry experts, gain theoretical and practical knowledge in various deep learning concepts and models using Keras and TensorFlow frameworks. Learn to apply deep learning algorithms in real world-scenarios, boost your portfolio and enhance your job application.

Course delivered by Simplilearn.
Free course guide
Includes full course details
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Delivery Mode
This is an online short course and students will learn via live virtual classes + self-paced learning
Interactive Classes and Proactive Teaching Assistance
Gain tremendous knowledge working face-to-face with industry experts in online classes with 24/7 support
Training Made For Real Work Experience
Showcase your actionable deep learning knowledge and skills by solving real-life industry-based projects
Learn From World Class Mentors
Dedicated mentoring sessions from subject matter experts in the deep learning field


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Engage in this Deep Learning & Tensor Flow Certification training to learn how to implement deep learning algorithms, interpret and visualise your results and build your own deep learning project. This course will help you become familiar with concepts of artificial neural networks, autoencoders and more.

What you will learn 

By the end of this Deep Learning with Keras and TensorFlow, you will accomplish the following:
  • Master the core concepts of Keras and TensorFlow framework 
  • Build strong theoretical and practical knowledge in various neural networks such as artificial, recurrent and conventional networks. 
  • Be adept in creating various predictive models using deep learning tools to solve problems and optimise working business processes 

Course Structure

You will learn about the fundamentals of TensorFlow and deep learning algorithms over 3 courses. You will gain a comprehensive understanding of the various tools used in deep learning applications, including but not limited to, autoencoders and neural networks. Working through online virtual classes and self-paced learning content, gain a practical understanding of how you can use artificial intelligence to enable machines to learn and make their own decisions to solve particular business problems.


  • Course 1 - Deep Learning with Tensor Flow 

    Lesson 1 - Welcome!
    Lesson 2 - Introduction to Tensorflow
    Lesson 3 - Convolutional Networks
    Lesson 4 - Recurrent Neural Network
    Lesson 5 - Restricted Boltzmann Machines (RBM)
    Lesson 6 - Autoencoders
    Lesson 7 - Course Summary

    Delivery mode: self-paced learning only 

  • Course 2 - Deep learning with Keras and Tensor Flow 

    Lesson 1 - Course introduction
    Lesson 2 - AI and Deep learning introduction
    Lesson 3 - Artificial Neural Network
    Lesson 4 - Deep Neural Network & Tools
    Lesson 5 - Deep Neural Net Optimisation, Tuning, Interpretability
    Lesson 6 - Convolutional Neural Network
    Lesson 7 - Recurrent Neural Networks
    Lesson 8 - Autoencoders

    Delivery mode: online virtual classes + self-paced learning 

  • Course 3 - Practice project 

    Practice project: PUBG players finishing placement prediction 

  • Free Course: Math refresher 

Completion Certificate

You will gain individual certificates after completing each course

Who is this course for?

Individuals looking to enrol in this course should have the following:
  • possess an undergraduate degree or high school certificate qualification
  • fundamental understanding of programming
  • fair understanding of basics of statistics and mathematics
  • good understanding of machine learning concepts

Course projects

In this Deep Learning with Tensor Flow & Keras course, you will work on industry-relevant projects in varying scenarios to help you demonstrate your deep learning and artificial intelligence skills in real-world environments.
PUBG Players Placement Prediction
You will be a key player in creating a model that predicts players' finishing placement based on their final statistics on a scale of 1 - 0 (1 being first place and 0 is last place)
Data Analysis for Lending Club Loan
You will create a model that predicts whether a loan will go into default using historical data

Career outcomes

Machine Learning Engineer
Machine learning engineers design and create the algorithms used to make business predictions and test machine learning systems used for a variety of business purposes.
$114k AUD
Information Technology
Business Intelligence (BI) Developer
BI developers are responsible for developing, deploying and maintaining BI interfaces for including: data visualisation tools, interactive dashboards and other data modelling tools.
$119k AUD
Information Technology
Data Scientist
Data scientists examine which questions need answering and where to find the related data. They source, manage, analyse, clean, present and visualise large amounts of unstructured data to make business decisions.
$125k AUD
Information Technology

Deep Learning with Keras & TensorFlow Course course advisor

Top qualified Deep Learning and Machine Learning Industry Experts
All of our highly qualified trainers have a multitude of relevant industry experience. Each of them have been through a rigorous selection process including profile screening, technical evaluation, and go through a training demo before they are certified to train for us.

Show off your achievements

Earn your Deep Learning & Tensor Flow Certification

Digital certificates are the new way for Upskilled and Simplilearn graduates to offer proof of their hard earned knowledge or skill set.
Additionally, upon completion of the entire short course, you will earn a certificate demonstrating your competence and actionable expertise as an experienced Deep Learning professional. 

Differentiate Yourself 

Set yourself apart from the competition by certifying your demonstrable expertise to your employers. 

This is your ticket to get your foot through the door and proof that you have verified Deep Learning with Keras & Tensor Flow pratical knowledge and skills in real world environments, making you job ready as a full-fledged expert.

Share your achievement

You worked for it, you earned it!  Share your achievement loud and proud! Talk about your Deep Learning training on LinkedIn, Twitter, Facebook. Add it to your CV to stand out and showcase to your employers. 


What is the difference between a Short Course and an Online Bootcamp?

An Online Bootcamp Program is an intensive and accelerated learning program made up of a collection of self-paced eLearning components and live online classes that students are required to attend.
The Online Bootcamp program curriculum contain a combination of specifically chosen courses and career-critical skills that are aligned to a job role.

A Short Course on the other hand are shorter courses that is designed to target developing a specific skill set or topic. They generally are much quicker to complete than Bootcamp Programs.

What is Deep Learning?

Deep Learning is a subset of machine learning, which is an application of artificial intelligence (AI) in which machines imitate the workings of the human brain and employ artificial neural networks to process information.

By processing large data sets, these machines are designed to make accurate predictions, helping organisations make data informed decisions.

What is Tensor Flow & Keras?

TensorFlow is an open-source library for numerical computation and building deep learning models that was created by Google.
TensorFlow is designed for machine learning applications.

Keras is a high-level neural network library running on top of TensorFlow designed for deep neural networks. Running Keras in deep learning applications allows for efficient and convenient prototyping while operating seamlessly on CPU and GPU.

Why is Deep Learning important?

Our Deep Learning course with Keras and TensorFlow certification training will prepare you to excel in your next role as a Deep Learning Engineer. You'll learn everything you need to know about artificial neural networks, PyTorch, autoencoders, and other deep learning techniques. At the end of our best deep learning course online, you will get an industry-recognized course completion certificate from Simplilearn, which will be a testament to your skills in deep learning specialisation.

Is a training course in Deep Learning worth it?

Deep learning skills are in high demand and they can give professionals a distinct advantage when applying for related job roles such as Machine Learning Engineer, Data Scientist, or NLP Specialist.

Due to the rising demand in data science professional skills and knowledge, developing market-driven skills in Deep Learning with specialties in TensorFlow and Keras is highly regarded by employers. A way to cultivate such highly sought after expertise is to engage in specialised short courses. Short course certifications with an industry-led curriculum can help individuals develop relevant theoretical and practical on the job experience.

The Deep Learning short course learning structure contains a combination of self-paced learning content, live masterclasses and capstone projects which can help learners apply their skills to action in various contexts. This can help them build real-world experience, helping them be job-ready.

Upskilled's Deep Learning training course delivered by Simplilearn features lessons from industry leaders to help you master the fundamentals of artificial neural networks and apply deep learning algorithms. By taking this course, you'll equip yourself with skills that are in high demand by employers, which could help you land your dream job.

What kind of careers can I pursue with a background in Deep Learning?

With the industry relevant knowledge and skills you gain from our Deep Learning short course, you are eligible to apply for in-demand jobs including:
  • Machine Learning Engineer
  • Data Scientist
  • Business Intelligence Developer
  • NLP Scientist

Get a free consultation & kickstart your career

We're always here to help you succeed. Get a free education consultation with one of our Upskilled Education Consultants about this course or simply find out what's best for you.
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All has been very good very professional very happy with the service from upskill thanks

Matthew Dowsey

5 star

After feeling quite overwhelmed by the assessment tasks required, a 1:1 zoom with Sarah gave the reassurance to move forward with confidence.

Lisa Ciantar

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