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
  • Normalization 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: Optimizers

  • 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 in Dallas is tailored for data scientists and professionals who want to gain proficiency in deep learning using the Keras framework. This course 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 in Dallas, 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 course in Dallas 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 in Dallas is designed to accommodate individuals from diverse backgrounds and industries. Participants 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 regularizes and constraints to enhance model performance
  • To master the practical aspects of compiling models with loss and optimizer functions
  • To acquire the skills to architect neural networks efficiently for complex data science problems

Upon completing this course in Dallas, 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, providing a valuable edge in the dynamic field of neural network development.

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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 Dallas 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.

Dallas is a large city in the state of Texas, USA. It is most famous for its oil and cotton industries and its busy railroad lines. The city has population of around 1,300,000 people and is home to a large amount of Fortune 500 companies. In Dallas, there are 337 public schools, almost 90 private schools and 38 colleges. Dallas is the centre of education in the southern central United States. The University of Texas Southwestern Medical School is an exclusive medical school admitting only about 200 students per year. Other universities include Texas Women’s University which is a nursing school located in Parkland Memorial Hospital, and Dallas Baptist University which is a private university that offers Biblical and Christian subjects. It enrols around 5,500 people and provides students with graduate, doctoral and undergraduate degrees. Criswell College is a university started by the First Baptist Church of Dallas in the 1970s, also offering Biblical studies and has around 400 students enrolled currently. Dallas Theological Seminary offers students seminaries in the evangelical faith and boasts an alumni of around 12,000 people. There are a number of universities in the close proximity of Dallas including The University of Dallas in Irving and the El Centro College. El Centro College was established in 1966 and has a student population of around 10,000 students and as is one of the only universities in Dallas which offers fashion design and marketing programs as well as food hospitality programs. The main school district of Dallas is the Dallas Independent School District which enrols over 160,000 students.  The School for the Talented and Gifted in Dallas was voted the best school in the United States numerous times and another Dallas school, the Science and Engineering Magnet has been named number two in the very same list on numerous occasions. There are a high number of private schools in Dallas, including The Hockaday School, Burton Adventist Academy, Parish Episcopal School, The Winston School, Yavneh Academy of Dallas and Dallas Lutheran School.

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Address

15455 Dallas Parkway, Suite 600,

Addison, Texas 75001.

T: +1 7204454674

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 Dallas. 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 Dallas, 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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The training fees for certification in Dallas starts from $2495
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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"

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