Keras Training For Data Scientists in Durban

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Keras Training for Data Scientists

Durban

Keras Training for Data Scientists in Durban helps learners understand Keras concepts and deep learning frameworks. Professionals develop skills in sequential models, functional API, Keras layers, pre-processing techniques, optimisers, and building neural network models.

Gain knowledge on sequential model methods and functional API.
Become familiarised with BaseLogger, ModelCheckpoint, and TenserBoard.
Learn how to switch from one Keras backend to another.

Dates & Prices

Keras Training for Data Scientists Overview

Course syllabus

Who it’s for

What’s included

FAQs

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

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 Training for Data Scientists introduces delegates to a powerful open-source framework for building neural networks. It explains how Keras supports rapid model development and integrates with Python-based deep learning environments, simplifying complex data science workflows.

This training supports professionals seeking to strengthen deep learning capability. It builds the ability to design, test, and refine neural network models efficiently, enabling delegates to meet the growing demand for intelligent, data-driven solutions across industries.

This 1-Day course offered by The Knowledge Academy enables delegates to apply Keras concepts with confidence. Through focused learning, delegates gain the skills to work with core and recurrent layers, preprocess data, and prepare text, images, and sequences for neural network applications.

Keras Training for Data Scientists 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.

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

Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.

Train Your Workforce

Looking for Keras Training for Data Scientists in-house or onsite training in Durban? We specialise in corporate group training and bulk bookings for organisations of all sizes in Durban. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling to train your team.

Our Durban 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.

Durban is the second populated metropolitan area in South Africa, with around 590,000 inhabitants. The city has the busiest port in South Africa, and has the second most important manufacturing industry. Durban is located on the Indian Ocean coast of the continent. The city is very ethnically diverse with the largest ethnic group being the Zulus. There are around 27.9% of the population that are unemployed.Durban has several private schools within the city including, Al Falaah College, Clifton School, Crawford College, Crawford College and Deutsche Schule Durban.The University of KwaZulu-Natal has around 37,000 students enrolled within the five campuses. There are four colleges within the university including, Agriculture, Engineering and Science, Health Sciences and Law and Management Studies.

Ways to take Keras Training for Data Scientists in Durban

Online Instructor-Led Learning

Online Self-Paced Learning

Classroom Based Learning

Onsite Learning

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Keras Training for Data Scientists. 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.

Live classes

Join a scheduled class with a live instructor and other delegates.

Interactive

Engage in activities, and communicate with your trainer and peers.

Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

Scalable Training Delivery

Access Keras Training for Data Scientists in Durban delivered by one of the largest training providers, with scalable instructor-led classes, accessible worldwide.

Master Keras Training for Data Scientists with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With Weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Keras Training for Data Scientists industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Learn Keras Training for Data Scientists through The Knowledge Academy’s Online Self-Paced Learning. This flexible and structured format supports your training goals and enables every professional to build skills with confidence.

Flexible Learning

Access Keras Training for Data Scientists resources 24/7 to maintain steady progress, complete regular assessments or tasks, and upskill effectively alongside work commitments.

Expert-Developed Content

Our Online Course content is designed by experienced trainers to ensure accuracy, relevance, and practical value.

Global Training Provider

Access Keras Training for Data Scientists in Durban from a trusted global training provider delivering consistent learning to professionals worldwide.

Cost-Effective Training

Benefit from the cost-effective Keras Training for Data Scientists that delivers high-quality course content without compromising learning outcomes.

Interactive LMS

Track performance, download resources, and receive AI-enabled support through The Knowledge Academy’s dedicated Learning Management System.

Experience the most sought-after learning style with The Knowledge Academy's Keras Training for Data Scientists Course. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Keras Training for Data Scientists sessions.

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

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

Tailored learning experience

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

Maximise your training budget

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

Team building opportunity

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

Monitor employees progress

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

Keras Training for Data Scientists Schedule in Durban

Online Instructor-Led

Online Self-Paced

Classroom

Onsite

Package deals for Keras Training for Data Scientists in Durban

Our training experts have compiled a range of course packages on a variety of categories in Keras Training for Data Scientists, to boost your career. The packages consist of the best possible qualifications with Keras Training for Data Scientists, and allows you to purchase multiple courses at a discounted rate.

Keras Training For Data Scientists in Durban FAQs

What time shall I arrive at the venue?

Please arrive at the venue at 8:45am.

What are the pre-requisites?

There are no formal prerequisites for attending this course.

Who should attend 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

Do you offer support for the course?

We are able to provide support via phone & email prior to attending, during and after the course.

What is included in the course?

Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments

What is the duration of this course?

This course is 1 day.

How long until I receive the course confirmation details?

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

What is the cost/training fees for Keras Training for Data Scientists in Durban?

The training fees for Keras Training for Data Scientists in Durban starts from R50595

Which is the best training institute/provider of Keras Training for Data Scientists in Durban?

The Knowledge Academy is one of the Leading global training provider for Keras Training for Data Scientists.

What are the best Data Science Courses courses in Durban?

Please see our Data Science Courses courses available in Durban

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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.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

Our Clients

"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