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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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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

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.

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 theTools Dont 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 decisionmaking
  • 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, nGrams, 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 Exploring AI & Machine Learning for the Enterprise / Hands-On Overview (TTML5502) 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.

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

This course is ideally suited for a wide variety of technical learners just getting started with AI or machine Learning, seeking a primerlevel overview of these technologies, skills and related tools. Attendees might include:
Developers aspiring to be a 'Data Scientist' or Machine Learning engineers
Analytics Managers who are leading a team of analysts
Business Analysts who want to understand data science techniques
Information Architects who want to gain expertise in Machine Learning algorithms
Analytics professionals who want to work in machine learning or artificial intelligence
Graduates looking to build a career in Data Science and machine learning
Experienced professionals who would like to harness machine learning in their fields to get more insight about customers

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.

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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