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Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502)

4.6 out of 5 rating Last updated 14/11/2024   English

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Global Schedule

GTR = Guaranteed to Run

23 Jan 25 Book
15:00 - 23:00 Live Online 1,814
13 Mar 25 Book
14:00 - 22:00 Live Online 1,814

24 Apr 25 Book
15:00 - 23:00 Live Online 1,814
05 Jun 25 Book
15:00 - 23:00 Live Online 1,814
17 Jul 25 Book
15:00 - 23:00 Live Online 1,814
27 Aug 25 Book
15:00 - 23:00 Live Online 1,814
09 Oct 25 Book
15:00 - 23:00 Live Online 1,814
20 Nov 25 Book
15:00 - 23:00 Live Online 1,814
Duration

2 Days

12 CPD hours

Overview

Throughout the course you'll:
- Gain a clear introduction to the exciting world of AI and Machine Learning, along with current trends and tools, enabling you to participate confidently in strategic discussions and help to make informed decisions.
- Get a hands-on introduction to a few user-friendly tools and skills offering you a taste of the practical side of AI and
Machine Learning.
- Explore the practical business applications of AI and Machine Learning in an everyday context, and the potential influence of these technologies on your organization.
- Learn the basics about algorithms, NLP, Neural Networks, GPT, Generative AI and other innovative tools, and how
- Explore how AI plays a pivotal role in processing language, images, and audio
- Learn how organizations maximize use of these technologies to their benefit to improve processes and maximize
efficiencies
If your team requires different topics, additional skills or a custom approach, our team will collaborate with you to adjust the course to focus on your specific learning objectives and goals.

Description

Exploring AI & Machine Learning for the Enterprise Overview (with Light Hands-on) is a basic, primer-level course designed to provide you with a solid ˜first-look' at essential AI and machine learning technologies, related cutting-edge skills, and the innovative tools that support them, with a focus on how they are applied in business in a practical way. These transformative technologies offer paths to enhance decision-making, quickly modernize and improve operational efficiency, and drive innovation within your organization.
Our engaging AI practitioner will guide you through useful lectures, valuable demonstrations and group discussions, along with light-hands-on activities working with some of the core skills and tools. Throughout the course, you'll learn what AI is and isn't, differentiating between AI, Machine Learning and Deep Learning, and what's happening with trending Large Language Model use. You'll also examine processing language, images, and audio with AI. No deep math skills required. We'll also touch on hot topics and trends in AI, NLP, Neural Networks, Generative AI, GPT, and a preview of what's next for AI in the business context.
You'll exit the class with a high-level understanding of these technologies to a conversant level, able to move forward to
engage in related discussions and participate in strategic decisions around AI and Machine Learning implementations, as well as ready to springboard into next-level learning programs in these areas.

Prerequisites

Students attending this class should have a grounding in Enterprise computing. While there„¢s no particular class to offer as a
prerequisite, students attending this course should be from a somewhat technical background, and familiar with Enterprise IT, have
a general (high-level) understanding of systems architecture, as well as some knowledge of the business drivers that might be able
to take advantage of applying AI.
Basic knowledge of Python scripting is also helpful but not required. The hands-on labs in this course may leverage some basic
Python scripts as needed, but the labs can be completed in a ˜follow-along„¢ format, under the guidance of the instructor. Prior
experience with Python can be helpful but is not necessary.

Introduction to AI & Machine Learning
Understand what AI and Machine Learning are and why they're critical for modern business
Exploring definitions and types of AI
Discussing AI in the Modern Age and its role in business
Embrace Change: Learn and Build Confidence using the Tools “ Don't be Replaced By Them
Deeper Dive into Machine Learning
Basics of how mathematics are used in or apply to AI
Algorithms: What are they and how are they used in AI and ML
Supervised vs Unsupervised
Classification, Regression, Clustering, Dimensionality Reduction, and Ensemble Methods
The role of Machine Learning in AI and business decision-making
Demo: Algorithms in Action
Case study: Review a real business scenario where Machine Learning was used to increase efficiency.
Leveraging AI in Business & Decision Making
Discussing key business areas where AI adds value: Operations, Marketing, Sales, HR, content development, coding and software development
Explore how AI is used in business decision-making
Introduction to predictive analytics
Using AI for strategic decision-making
Demo & Review: Explore different AI tools used in businesses and the results achieved.
Hot Trends for AI in Business: Large Language Models (LLM), Generative AI and GPT
Understand the basics of Generative AI and how it differs from other AI techniques
Introduction to GPT and its applications in various sectors
Explore how GPT uses machine learning to generate human-like text based on the input it receives.
Understand the concept of language models and how they are trained using large amounts of text data
Lab: Solve Business Problems with a GPT based tool and discuss its implications.
Basics of Neural Networks
What are they and how are they used
Basic parts: Neurons, activation functions, interactions.
Types: Feedforward, recurrent, convolutional neural networks overview.
How they learn: Forward propagation, backpropagation explained.
Training Neural Networks: Importance of data preprocessing in training.
Deep Neural Networks: Advantages and practical applications overview.
In Action: Image recognition, language processing, etc. use cases.
Ethical Considerations: Addressing biases and ethical concerns in neural networks.
Natural Language Processing (NLP) & Sentiment Analysis
What is NLP and how is it used
NLP Language and Semantic Meaning, Bigrams, Trigrams, n-Grams, Root Stemming and Branching
Introduction to Sentiment Analysis: Sentiment indicators, Sentiment Sampling, Predicting Elections based on Sentiment Analysis
Lab: Use an online sentiment analysis tool to analyze customer feedback from a popular business.
Using AI for Image, Video, and Audio Processing
Learn about Image processing and Identification, Facial Analysis, Audio Processing
Discuss the role of AI in analyzing streaming video and real-world AV processing
Lab: Use AI in recognizing and analyzing images
AI for Business Technical Tools: Data Science, Deep Learning & The Cloud
Applying AI in Data Science overview
Tools: Python, NumPy, Pandas, SciKitLearn, Hadoop, Spark
NoSQL Databases
Deep Learning overview
Tools: Tensorflow, Keras, NLTK
AI for Business in the Cloud overview
Tools: Azure, Google, IBM, Amazon solutions
Practical Applications and the Future of AI in Business
What's next in applied AI for businesses
New AI trends shaping the future of business
Ethical considerations when implementing AI
Additional course details:

Nexus Humans Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the ITS Data Analytics course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) Course

Available Delivery Options for the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) training provide?

The 2 day. Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) training course give you up to 12 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

Which exam does the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) training course prepare you for?

The Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) prepares you for the Yes official exam. You can take this exam at any exam center across UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online where ever you are. Exams vary in duration and if required you can request with the provider for any accommodations appropriate for you.

What is the correct audience for the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) training?

This basic-level course is appropriate for anyone seeking an introduction to these innovative tools
and skills and how they can be practically applied in business from an enterprise perspective. Roles include technical
executives, stakeholders, project managers, technical managers, data scientists, analysts, developers or cohorts new to a
role or an AI / ML initiative.

Do you provide training for the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502).

Yes we provide corporate training, dedicated training and closed classes for the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502). This can take place anywhere in UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online allowing you to have your teams from across UK or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) program.

The Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) training takes place over 2 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

What other terms do people search for when looking for this course?

Popular related searched include AI; Machine Learning.

Why are Nexus Human the best provider for the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502)?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for UK on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) training.

Yes, the discount code PENPAL5 is currently available for the Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

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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.

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