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Deep Learning Essentials Boot Camp (TTAI3012)

Name: Deep Learning Essentials Boot Camp (TTAI3012)
Availability: InStock
Rating: 4.6 (5878 reviews)

Jump Start your Deep Learning journey in our two-day, hands-on®Deep Learning Essentials Boot Camp, where you'll learn to employ deep learning, a potent subset of machine learning that utilizes artificial neural networks to mimic human cognition. This skill will equip you to analyze complex data, make informed predictions, and significantly...

4.6 out of 5 rating
Last updated : 23/07/2026
English

Available as Instructor Led Training, Live Online & In Person at your Offices or Ours.

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Download Overview

Duration:

16.00 hours

13.0 CPD hours

Overview:

Description:

Jump Start your Deep Learning journey in our two-day, hands-on Deep Learning Essentials Boot Camp, where you'll learn to employ deep learning, a potent subset of machine learning that utilizes artificial neural networks to mimic human cognition. This skill will equip you to analyze complex data, make informed predictions, and significantly contribute to your organization's success
This comprehensive course covers a broad array of crucial topics. You'll explore the deep learning environment, become proficient with TensorFlow and Keras, and comprehend the principles of neural networks. You'll also learn to handle data preprocessing, model tuning, and optimization, as well as model deployment using TensorFlow Serving. As part of the interactive curriculum, 40% of the course is dedicated to hands-on lab work. This experience allows you to apply your newfound knowledge to real-world projects, such as implementing neural networks, enhancing model performance, and deploying trained models on a server.
By the conclusion of this course, you'll possess a robust foundation in deep learning with Python. You'll be competent in creating, training, and optimizing deep learning models, and applying these skills to solve data-centric problems within your organization. Under the guidance of an industry expert and with exposure to cutting-edge tools, this course promises to be a valuable stepping-stone in your deep learning journey.

Course Outline:

Introduction to Deep Learning
Understand the concept and significance of deep learning in modern business.
Fundamental concepts in deep learning like neurons, layers, weights, bias, and activation functions.
Real-world use cases of deep learning in business.
Setting up Deep Learning Environment
Understand how to create an effective deep learning environment.
Basics of Anaconda and Jupyter notebook.
Lab: Set up a Python environment
Introduction to TensorFlow and Keras
Get an overview of TensorFlow and Keras.
Learn the process of creating a simple neural network using Keras.
Lab: Build a basic neural network
Fundamentals of Neural Networks
Understand what neural networks are and how they function.
Learn about forward propagation and backpropagation in a neural network.
Lab: Implement a Multi-Layer Perceptron (MLP) on a simple dataset
Working with Data in Deep Learning
Understand the importance of data preprocessing in deep learning.
Learn how to handle and preprocess different types of data - images, text, etc.
Lab: Preprocess a dataset for a deep learning task
Tuning and Optimizing Deep Learning Models
Learn about different types of optimizers - SGD, Adam, RMSprop, etc.
Learn how to save and load trained models.
Lab: Tune and optimize a neural network model
Deploying Deep Learning Models
Understand how to deploy deep learning models.
Learn about serving models with TensorFlow Serving.
Lab: Deploy a trained model
Real-world Applications of Deep Learning
Understand the real-world applications of deep learning.
Overview of deep learning in healthcare, finance, transportation, and more.

Bonus Chapters / Time Permitting

Bonus: Introduction to GPT and its Role in Deep Learning

Understand what GPT (Generative Pretrained Transformer) is and how it contributes to Deep Learning.
Explore how GPT models work and their architecture.
Discover GPT applications in natural language understanding and generation tasks.
Learn how GPT can assist in various job roles, such as customer service, content creation, etc.
Understand the ethical considerations around using generative models.
Lab

Available Delivery Options for Deep Learning Essentials Boot Camp (TTAI3012)

Live Instructor Led Classroom Online (Live Online)
Traditional Instructor Led Classroom training (TILT/ILT)
Delivery at your offices in United Kingdom
Private dedicated course for your staff

How many CPD hours does Deep Learning Essentials Boot Camp (TTAI3012) provide?

The 2 day Deep Learning Essentials Boot Camp (TTAI3012) course gives you up to 13.0 CPD hours/structured learning hours.

Who is the correct audience for Deep Learning Essentials Boot Camp (TTAI3012)?

This intermediate and beyond level course is geared for experienced professionals aiming to apply machine learning and deep learning to solve complex business problems, including product managers, data analysts, data scientists, developers, team leads, and other technical stakeholders who want to leverage deep learning for strategic decisions. It's also suited for those who are in roles that require them to work with data, understand patterns, or make predictions, such as business analysts, software developers, and researchers. Python experience is required.

Do you provide training for Deep Learning Essentials Boot Camp (TTAI3012)?

Yes, we provide corporate training, dedicated training and closed classes for Deep Learning Essentials Boot Camp (TTAI3012). This can take place anywhere in United Kingdom including London, Manchester, Birmingham, Edinburgh or live online.

What is the duration of Deep Learning Essentials Boot Camp (TTAI3012)?

The Deep Learning Essentials Boot Camp (TTAI3012) training takes place over 2 day(s), with each day lasting approximately 16.00 hours including breaks.

What other terms do people search for?

Popular related searches include: AI; Machine Learning; Deep Learning

Why are Nexus Human the best provider for Deep Learning Essentials Boot Camp (TTAI3012)?

Nexus Human are recognised as one of the best training companies. Our trainers have won awards including Small Firms Best Trainer, national training partner of the year for Ireland, and global top 30 instructor awards in 2012, 2019 and 2021.

Is there a discount code for Deep Learning Essentials Boot Camp (TTAI3012)?

Yes, the discount code PENPAL5 is currently available for Deep Learning Essentials Boot Camp (TTAI3012) training. Only one discount code can be used per booking.

DURATION 16.00 Hours

No scheduled classes available at this time.

Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable.

To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.