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 Houston 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 Houston, 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 Houston 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 Houston 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 Houston, 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 Houston 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.

Houston is the largest and most populated city in Texas and the American South. It is the fourth crowed city in the United States of America. It has a population of approximately over 2 million citizens. Houston is home to the Houston Independent School District (HISD) which consists of 17 school districts and 112 campuses, making it the seventh largest school district in the United States. Houston offers magnet or vanguard schools specialising in the sciences, visual and performing arts, and health professions. Houston also has charter schools and some public school districts also have their own charter schools. The city also has over 300 private schools which are accredited by Texas Private School Accreditation Commission. Houston also has Houston Area Independent Schools which offer different religious and secular viewpoints. The Archdiocese of Galveston-Houston operate the Houston Catholic schools.Huston is also home to 3 community colleges which use either the Houston Community College System or the Lone Star College System in the North-Western through North-Eastern part of Houston. Both of these are part of the 10 largest institutions of higher learning in the United States. The South-Eastern part of Houston is assisted by San Jacinto College with the Lee College serving the North-Eastern part of the city. The city also offers several private institutions of higher learning including many colleges and universities including The University of St. Thomas which is a liberal arts college as well as the Rice University which is a Catholic University with over 6,000 students enrolled. Houston provides students our separate and distinct state universities. The University of Houston is a Tier One research university and is nationally recognised. The university was established in 1927 and is the third largest university in Texas with over 40,000 students following the University of Houston System. The city also provides two stand-alone universities: The University of Houston–Clear Lake (UHCL) which was established in 1971 and teaches over 8,000 students and University of Houston–Downtown which was founded in 1974 and has nearly 14,000 students attending. Houston is also home to Texas Southern University (TSU) which is a historically black university (HBCU); it was founded in 1927 as Houston Coloured Junior College. It now teaches nearly 10,000 students.

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Address

Post Oak Central, 

1980 Post Oak Blvd

15th Floor 

Houston

Texas

United States

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 Houston. 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 Houston, 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 Houston 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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