Industrial AIoT Bootcamp

Cohort Five | Demystifying AI for Non-Tech Roles

A FREE Gateway to a Future in Technology!

Step into the future with the 5th edition of our live, online Bootcamp, on Demystifying AI for Non-Tech Roles — designed specifically for non-coding professionals involved in IT and AI-related projects. In just 8 weeks of part-time learning, gain a solid, practical understanding of AI concepts to better contribute to project planning, testing strategies, product management, and marketing AI-focused products. Learn how to think critically about AI and apply that knowledge to collaborate more effectively in today’s AI-driven work environments.

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Who can benefit from it?

Who Should Join?

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Quality Assurance (QA)
Professionals

Learn how AI impacts
testing and quality. Understand
AI-driven test strategies to
better plan and
evaluate modern products.

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Product Managers
(PMs)

Grasp key AI concepts to
define smarter features,
align product roadmaps,
and manage AI-driven
projects more effectively.

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Marketing and
Business Analysts

Understand how AI
enables personalization,
customer insights, and
smarter messaging for
marketing AI-focused products.

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Non-technical Professionals
from Any Industry

If you work around AI
projects — in healthcare,
retail, education, or more — this
bootcamp helps you make sense
of AI and contribute confidently.

Be a trailblazer in AI + IoT

Join the AIoT Bootcamp and unlock new horizons—no coding required! With us, you'll gain:

Networking Opportunities


Connect with peers, mentors, and innovators exploring AI across diverse industries.

Exclusive Access to Tools & Resources


Work with no-code AI platforms, curated datasets, and real-world use cases—designed for non-technical learners.

Practical Experience in AI


Apply AI scenarios like smart devices, automation, and business analytics—no coding needed, just real-world projects.

Guidance from Experts


Learn from SenzMate’s expert team with real-world experience in AI deployments across manufacturing, logistics, and smart cities.
BootCamp Program

Program Highlights

Target Audience

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Professionals of any industry in non-technical roles(PM, QA, BA, marketing) who work on AI-related projects but have minimal or no coding background.

Curriculum Design

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A concept-driven curriculum focused on helping non-technical professionals understand core AI principles and their real-world applications in product development, testing, and business strategy.

Practical Learning

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Engage in real-world case studies and activities that illustrate how AI is applied in business. Learn to interpret, plan, and contribute to AI initiatives confidently—without writing code.

About the Bootcamp

Industrial AIoT Bootcamp | Cohort 05: Demystifying AI for Non-Tech Roles

This bootcamp is tailored for professionals in Quality Assurance (QA), Product Management (PM), Marketing, and other non-technical roles. It aims to provide a clear and practical understanding of Artificial Intelligence (AI) concepts, from data analytics to Large Language Models (LLMs), without the need for programming skills. The program utilizes no-code tools and real-world examples to demonstrate AI applications relevant to various business contexts.​​

Module Plans for Cohort 5

  • Introduction to AI and Data Analysis

    • AI’s impact on industries and business intelligence.
    • Automation and decision-making with AI.
    • Structured vs. unstructured data and data quality.
    • No-code data visualization tools (Google Data Studio, Tableau).

    Cohort 05 | Week 01

  • Machine Learning (ML) Basics

    • Supervised vs. unsupervised learning.
    • Common ML algorithms (decision trees, clustering, regression).
    • No-code ML tools.

    Cohort 05 | Week 02

  • Deep Learning (DL) Fundamentals

    • Basics of artificial neural networks (ANNs).
    • Why deep learning outperforms traditional ML in certain tasks.
    • No-code DL tools for automation and predictive analytics.

    Cohort 05 | Week 03

  • Planning ML Projects from Concept to Deployment

    • Identifying AI solutions for business challenges.
    • Mapping AI capabilities to business objectives.
    • Data pipeline design and model deployment planning.

    Cohort 05 | Week 04

  • Natural Language Processing (NLP)

    • Basics of NLP (text processing, tokenization, embeddings).
    • Sentiment analysis and chatbot technology.
    • No-code NLP tools (ChatGPT, MonkeyLearn).

    Cohort 05 | Week 05

  • Computer Vision

    • How AI understands and interprets images.
    • Object detection and facial recognition.
    • No-code computer vision tools (Google Vision AI, Teachable Machine).

    Cohort 05 | Week 06

  • Large Language Models (LLMs) and Generative AI

    • How LLMs process and generate human-like text.
    • Ethical concerns in AI-generated content.
    • Applications of ChatGPT, Claude AI, and other LLMs.

    Cohort 05 | Week 07

  • ML Tools for Everyday Business Use

    • AI tools for automation and analytics (Google AutoML, Runway ML, DataRobot).
    • AI-assisted decision-making in QA and PM.
    • Integrating AI into business processes.

    Cohort 05 | Week 08

Cohort 05 | Week 01

Introduction to AI and Data Analysis

  • AI’s impact on industries and business intelligence.
  • Automation and decision-making with AI.
  • Structured vs. unstructured data and data quality.
  • No-code data visualization tools (Google Data Studio, Tableau).

Cohort 05 | Week 02

Machine Learning (ML) Basics

  • Supervised vs. unsupervised learning.
  • Common ML algorithms (decision trees, clustering, regression).
  • No-code ML tools.

Cohort 05 | Week 03

Deep Learning (DL) Fundamentals

  • Basics of artificial neural networks (ANNs).
  • Why deep learning outperforms traditional ML in certain tasks.
  • No-code DL tools for automation and predictive analytics.

Cohort 05 | Week 04

Planning ML Projects from Concept to Deployment

  • Identifying AI solutions for business challenges.
  • Mapping AI capabilities to business objectives.
  • Data pipeline design and model deployment planning.

Cohort 05 | Week 05

Natural Language Processing (NLP)

  • Basics of NLP (text processing, tokenization, embeddings).
  • Sentiment analysis and chatbot technology.
  • No-code NLP tools (ChatGPT, MonkeyLearn).

Cohort 05 | Week 06

Computer Vision

  • How AI understands and interprets images.
  • Object detection and facial recognition.
  • No-code computer vision tools (Google Vision AI, Teachable Machine).

Cohort 05 | Week 07

Large Language Models (LLMs) and Generative AI

  • How LLMs process and generate human-like text.
  • Ethical concerns in AI-generated content.
  • Applications of ChatGPT, Claude AI, and other LLMs.

Cohort 05 | Week 08

ML Tools for Everyday Business Use

  • AI tools for automation and analytics (Google AutoML, Runway ML, DataRobot).
  • AI-assisted decision-making in QA and PM.
  • Integrating AI into business processes.

Expected Outcomes of Cohort 5

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Solid grasp of AI concepts, tools, and real-world applications.

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Understanding of AI applications and various domains like ML, computer vision , NLP and Generative AI.

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Knowledge of how AI is applied in scenarios like smart monitoring and predictive maintenance—without coding.

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Insight into industry best practices for AI integration in non-technical roles.

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Ability to contribute to AI projects without a programming background.

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Network with peers, mentors, and experts in the AI + IoT space.

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Certificate of Completion to enhance your professional profile.

Prerequisites for Cohort 5

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8–10 hours/week commitment from May to July 2025.

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Mandatory 2-hour hands-on sessions every Saturday.

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Optional 1-hour Q&A sessions every Sunday.

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Basic knowledge of AI and IoT concepts recommended.

How to enroll

Apply and join BootCamp in 5 easy steps

Kickstart your journey by expressing your interest in joining the AIoT Bootcamp. Complete the application form to communicate your passion and career aspirations.
1
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After expressing your interest, our team will thoroughly review your application. Once selected, you'll receive a confirmation along with detailed information about the bootcamp.
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Participate in an orientation session where you'll get insights into the structure of the bootcamp, meet the instructors, and connect with fellow participants. This session sets the stage for a collaborative and engaging learning experience.
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Get hands-on with the basics! Our expert instructors will guide you through fundamental knowledge, ensuring you have a strong foundation before delving into more advanced topics and real world scenarios.
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Experience the practical side of big data and IoT! Engage in a collaborative project kickoff where you'll work on real-world applications. From concept to implementation, our team will support you every step of the way.
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SenzMate's Industrial AIoT Bootcamp | Cohort 05- Enrollment Form

Join SenzMate's Bootcamp on Demystifying AI for Non-Tech Roles by filling out the form below. This 8-week program is designed for non-technical professionals, eager to better understand AI and collaborate effectively in tech-focused teams. Gain practical, hands-on experience with conceptual tools and frameworks to help you work smarter on AI-driven projects, and step confidently into the future of work.

Important Information:
  • Funding: This program is fully funded.
  • Selection Process: In the first round, we are selecting 30 candidates based on your profile for the 5th cohort.
  • Registration Deadline: Please complete your registration by 04/05/2025

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Frequently Asked Questions



What will Demystifying AI for Non-Tech Roles Bootcamp be like like? ▼

This 8-week online bootcamp offers a practical, concept-driven learning experience tailored for professionals who work on AI-related projects without doing hands-on coding. Through real-world examples and guided discussions, you’ll build a solid understanding of how AI works and how it applies to areas like product planning, quality assurance, and marketing.

How long does the bootcamp take to complete? ▼

The bootcamp runs for 8 weeks in a part-time, remote format. It’s designed to fit into your professional schedule while equipping you with the conceptual knowledge needed to confidently contribute to AI projects in your organization.

How much does this bootcamp cost? ▼

This program is offered completely free of charge as part of SenzMate AIoT Intelligence’s CSR initiative. Selected participants will get full access to the course materials and sessions without any cost.

What are the skills or background needed to join? ▼

No programming or technical background is required. This bootcamp is designed for professionals in roles like Product Management, QA, Marketing, or Business Analysis who want to better understand AI. All you need is curiosity, a willingness to learn, and an interest in how AI is shaping the future of work.

Have questions or need more information? Reach out to us at Contact us