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

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Who should attend this Keras Training for Data Scientists Course?

The Keras Training for Data Scientists Course 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 individuals:

  • 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.

This 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 Data Science 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.

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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 Montreal 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.

Montreal is the largest city in the province of Quebec and is the 9th largest city in the whole of the continent of North America. The city is named after the hill in the heart on the city called Mount Royal. It has and estimated population of roughly 1.65 million people. Education in Canada is mostly free and publicly funded. It is overseen by the federal, provincial and local governments, with the education within provincial jurisdiction and the curriculum overseen by the province. Education is compulsory in most provinces up to the age of 16. Parents can choose between sending their children to one of the public schools or they can sent them to a fee paying private school. Those who live in Montreal and find that picking a secondary school is a fraught decision involving school zones and ratings. Royal West Academy is one of the most prestigious schools in Montreal. It is a public Anglophone secondary school that performs excellently academically. Royal West Academy is part of the English Montreal School Board. The schools mission is to provide a structured environment for those who are committed to academic study. They offer top computer training courses and have an appreciation for the arts, social issues and community responsibilities. To enter this school students must pass an entrance exam due to the limit places that are available. Canada’s higher has a very good reputation. However there is no formal ranking system and students will often choose colleges and universities bases on geographic convenience and the reputation of a particular course. Montreal has the highest concentration of post-secondary students of all major cities in North America. There are 4 universities, seven degree awarding institutions and 12 CEGEPS (publicly funded pre‑university college in the province of Quebec) in a 5 mile radius. The University of Montreal is the second largest research university in the country. It is ranked 115th in the world and is the 5th highest ranked Canadian university in the world rankings. The university is affiliated with two other higher education institutions in the area; the École Polytechnique de Montréal (School of Engineering) and HEC Montréal (School of Business). The school of business is widely regarded as being one of the best business schools in Canada. The University of Montreal is a Francophone institute which means the lessons are taught predominantly in French.

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Address

Regus,
2001 University Street, Suite 1700
Montreal
Quebec
H3A 2A6

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 Montreal. 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 Montreal, 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.

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Tailored learning experience

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

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Maximise your training budget

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

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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

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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 Montreal 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 Scientists certification in Montreal starts from CAD3395
The Knowledge Academy is the Leading global training provider for Keras Training for Data Scientists.
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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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Resources are included for a comprehensive learning experience.

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"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

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