Course information

Keras Training for Data Scientists Course Outline

Module 1: Introduction to Keras

  • What is Keras?
  • Guiding Principles
  • Installation and Setup
  • Configuration

Module 2: Exploring Models

  • Keras Models
  • Sequential Model
  • Model (Functional API)

Module 3: Overview of Keras Layers

  • Core Layers
  • Convolutional Layers
  • Pooling Layers
  • Locally-Connected Layers
  • Recurrent Layers
  • Pre-Processing Layers
  • Merging Layers
  • Activations Layers
  • Normalisation Layers

Module 4: Pre-Processing

  • Dataset Pre-Processing
  • Dataset Pre-Processing Utilities
    • Image Data Pre-Processing
    • Time Series Data Pre-Processing
    • Text Data Pre-Processing

Module 5: Optimisers

  • SGD
  • RMSprop
  • Adam and AdamW
  • Adadelta
  • Adagrad
  • Adamax
  • Adafactor
  • Nadam
  • Ftrl

Show moredowndown

Who should attend this Keras Training for Data Scientists Course?

The Keras Training for Data Scientists is tailored for Data Scientists and professionals who want to gain proficiency in Deep Learning using the Keras framework. This Data Science Training is particularly beneficial for the following professionals:

  • Data Scientists
  • Machine Learning Engineers
  • Software Developers
  • Deep Learning Engineers
  • Medical Researchers
  • Bioinformaticians
  • Data Journalists

Prerequisites of the Keras Training for Data Scientists Course

There are no formal prerequisites for attending this Keras Training for Data Scientists Course. However, having some prior knowledge of Machine Learning concepts and Python programming can be beneficial.

Keras Training for Data Scientists Course Overview

Keras is an open-source neural network library that has become a crucial tool for professionals in the data-driven landscape. This course, "Keras Training for Data Scientists," delves into the intricacies of this robust framework. With a Python foundation and seamless integration with TensorFlow, CNTK, and Theano, Keras facilitates rapid experimentation and is essential for Data Scientists navigating the complexities of modern data science.

Proficiency in Keras is vital for diverse professionals, including Data Scientists, Machine Learning Engineers, Software Developers, Deep Learning Engineers, Medical Researchers, Bioinformaticians, and Data Journalists. Mastering Keras empowers professionals to architect and experiment with these models efficiently as the demand for neural networks and deep learning solutions grows. Its relevance is undeniable in the dynamic landscape of data science.

The Knowledge Academy’s 1-day Keras Training for Data Scientists Course is designed to accommodate individuals from diverse backgrounds and industries. Delegates in this will acquire comprehensive knowledge of different Keras layers, ranging from core to recurrent layers. Additionally, they will learn essential preprocessing techniques for sequences, text, and images—critical skills for effectively preparing data for neural network applications.

Course Objectives

  • To grasp the fundamentals of Keras and its integration with Deep Learning frameworks
  • To explore various Keras layers for building neural networks
  • To learn the essentials of preprocessing data for sequence, text, and image applications
  • To gain proficiency in using regularisers and constraints to enhance model performance
  • To master the practical aspects of compiling models with loss and optimiser functions
  • To acquire the skills to architect neural networks efficiently for complex data science problems

Upon completing this course, delegates will possess a robust understanding of Keras, enabling them to efficiently experiment with and architect diverse neural network models. The acquired skills in preprocessing for sequences, text, and images will enhance their ability to tackle complex data science problems.

Show moredowndown

What’s included in this Keras Training for Data Scientists Course?

  • World-Class Training Sessions from Experienced Instructors 
  • Keras Training for Data Scientists Certificate 
  • Digital Delegate Pack

Why choose us

Our Kitchener venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Kitchener is a city located in Southern Ontario, Canada. There is a population of around 219,200 people living in Kitchener whilst the metropolitan area has around 507,100 people inhabiting there. The University of Waterloo is a public research university based just outside of Kitchener. The University was established in 1956. The University of Waterloo has around 30,000 students in attendance studying various areas such as; Applied Health Sciences, Public Health, Accounting & Finance, International Affairs, Engineering, Environment, Mathematics, Science and Pharmaceutical Studies. The Wilfrid Laurier University is also located just outside of Kitchener. It is a public research university and was established in 1973. There are around 18,000 students in attendance either full time or part time. 

Show moredown

Address

TD Canada Trust Centre
Waterloo Region
55 King Street West
7th Floor
Kitchener
Ontario
N2G 4W1

T: +1 6474932992

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Keras Training For Data Scientists in Kitchener. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Keras Training For Data Scientists in Kitchener, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

tailored_learning_experience

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

budget

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

team_building

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

monitor_progress

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

Keras Training For Data Scientists in Kitchener FAQs

Please arrive at the venue at 8:45am.
There are no formal prerequisites for attending this course.
Anyone interested in learning about Keras can attend this two-day intensive course. This course is well-suited for: Business Analytics Professionals, Anyone beginning with Machine Learning
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 1 day.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The training fees for Keras Training for Data Scientistsin Kitchener starts from CAD3395
The Knowledge Academy is the Leading global training provider for Keras Training for Data Scientists.
Show more down

Why choose us

icon

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

icon

Many delivery methods

Flexible delivery methods are available depending on your learning style.

icon

High quality resources

Resources are included for a comprehensive learning experience.

barclays Logo
deloitte Logo
Thames Water Logo

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

santander logo
bmw Logo
Google Logo

Looking for more information on Data Science Courses?

backBack to course information

Get a custom course package

We may not have any package deals available including this course. If you enquire or give us a call on +1 6474932992 and speak to our training experts, we should be able to help you with your requirements.

cross

BIGGEST
BLACK FRIDAY SALE!

red-starWHO WILL BE FUNDING THE COURSE?

close

close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.

close

close

Press esc to close

close close

Back to course information

Thank you for your enquiry!

One of our training experts will be in touch shortly to go overy your training requirements.

close close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.