Embracing AISA: A Course Tailored for the Future-Minded Professionals

Welcome, new friends and fellow readers. This blog is not a recent article in the Demystified AI series but rather a preview of the "AI Solutions Architect" course offered by ELVTR. The specialized AI course is designed for Software Solution Architects, Product Managers, Technical Leaders, and Data Specialists to master AI concepts and lead the technological revolution, and I am thrilled to have the opportunity to teach it.

In this article, I will focus on who will benefit the most from taking the course.

My goal is to level up your AI skills and knowledge.

Let's start with the article's layout. Each section contains a short paragraph and a list of insights. The topics are as follows:

• Introduction
• The four groups most benefit from the course: Software Solution Architects, PMs, Tech Leaders (CTO and VP), and Data Specialists.
• Why This Course?
• Conclusion: Ready to Embrace AI?

We begin like all good journey. It starts with an introduction.

Introduction

In the ever-evolving landscape of technology, Artificial Intelligence (AI) stands out as a revolutionary force, reshaping how we approach problem-solving, innovation, and strategic planning in various industries. There's a growing need for professionals across diverse sectors not only to understand but also to implement AI strategies effectively. We've designed a course that caters specifically to this need, targeting four professional groups poised to benefit immensely from this knowledge. Whether you're looking to level up your skills or gain a foundational understanding of AI, this course has something valuable for you.

The first is the most obvious group, the Software Solution Architects.

Software Solution Architects: Transitioning to AI Solution Architects

Are you a Software Solution Architect aiming to leap into the world of AI? This course is your bridge to that transition. We understand that the leap from traditional software to AI-infused solutions is significant. Hence, our curriculum is tailored to equip you with the necessary skills and knowledge to excel as an AI Solution Architect. You'll learn about the intricacies of AI technologies, how to integrate them into existing systems, and how to envision AI-driven solutions that are innovative and efficient.

The course contains insights such as:

• Did you know that data accessing, gathering, cleaning, and augmenting for any AI project is the key to achieving a higher accuracy score?
• Did you know bias in input-data can cause real-world bias in inferencing, leading to project shutdown after deployment?
• Did you know CNN AI deployment does not require powerful servers with GPU?

The PM is the next group that will benefit from the course.

Product Managers: Mastering the Art of AI Project Management

For Product Managers, the challenge isn't just understanding AI but effectively managing projects that leverage this technology. This course demystifies the process of managing AI projects. You'll gain insights into the lifecycle of AI project management, from conceptualization to deployment, ensuring that you're well-equipped to lead your team through the complexities of AI integration. We focus on practical strategies and real-world scenarios, preparing you for AI projects' unique challenges and opportunities.

The course offers valuable insights, for example: 

• Did you know you can use the Commonsense Reasoning or HELM benchmark to set a target accuracy score instead of striving for 100% accuracy?
• Do you have a policy to evaluate the acceptability of AI-generated coding, QA, or design for your project?
• Did you know that data wrangling can take up to 60% of your project's scheduled time?

Surprisingly, the next group, the CTO or VP, will benefit most from this course.

Technical Leaders (CTO and VP): Deeper AI Understanding with Actionable Checklists

If you're a CTO, VP, or a Technical Leader aspiring to deepen your understanding of AI, this course is specially designed for you. We recognize that not all leaders need to be coding experts to make strategic decisions about AI. Therefore, our program offers a comprehensive understanding of AI technologies, their business implications, and strategic applications, all with an optional coding component. This approach allows you to learn quickly and focus on relevant aspects of your role.

The course provides significant knowledge and understanding of AI under the hood, such as:

• Did you know you can use the course before and the after checklists for the four data-driven phases of any AI project to ensure your multimillion-dollar AI project is successful and on time?
• Did you know there are options other than Generative AI (GPT-4 and Gemini), such as CNN, RNN, time series algorithms, and reinforcement learning?
• Did you know data privacy is the top reason why Enterprise companies do not adopt GenAI "as is"?
• Did you know that the number of people who talk about AI is as large as a watermelon, while the number of people who can program or have experienced the AI development process is as tiny as its seed?

The last group that will benefit from the course is the Data Specialist.

Data Specialists: Expanding Horizons in Data Engineering and Analysis

Data Specialists, including data engineers and big data analysts, stand at the forefront of AI implementation. This course will expand your horizons in understanding and working with AI technologies. You'll explore advanced data engineering and analysis topics, learning how AI can enhance your data strategies and decision-making processes. This knowledge is pivotal in extracting more value from data and driving innovative solutions in your field.

This course offers valuable insights and a comprehensive understanding of how AI operates behind the scenes, such as:

• Do you know why AI scientists use or reject your data during AI model training or QA?
• Do you know that you are responsible for identifying and addressing any biases in the input data?
• Do you know the requirements for front-end and back-end programmers to access the AI model?
• Do you know how your data is deployed on Production servers?

That concludes the four groups that benefit from this course. The following section addresses "why" one more time.

Why This Course?

Our course is more than just a learning experience; it's a journey into the future of technology. We blend theoretical knowledge with practical applications, ensuring that you're not just learning concepts but also understanding how to apply them in real-world scenarios. With my expert guidance and a community of like-minded professionals, you're not just enrolling in a course but joining a network of future AI leaders.

The "AI Solution Architect" course by ELVTR and Duc Haba awaits you.

Figure 1 illustrates a near future where humans collaborate with AI to design creative endeavors, manage infrastructure, curate social media and newsfeeds, prevent killer war robots, and create a peaceful multicultural society.

Conclusion: Ready to Embrace AI?

Whether you're a Software Solution Architect, Product Manager, Technical Leader (CTO or VP), or Data Specialist, this course is your gateway to mastering AI. It's time to enhance your skills, broaden your understanding, and lead the way in the AI-driven future. Enroll now in the "AI Solutions Architect" course by ELVTR and Duc Haba, and be a part of this transformative journey!

See you in class. :-) [virtually]

One quick note on what the course is not about.

• [not] Teach you how to program Python code,
• [not] Tech AI programming,
• [not] Teach UI development,
• [not] Teach backend development,
• [not] Teach DevOps,
• [not] Teach PM skills,
• and [not] Turn you into a tech guru.

Lastly, I am looking forward to reading your feedback. As always, I apologize for any unintentional errors. The intentional errors are mine and mine alone. :-)

Have a wonderful day, and I hope you enjoy reading this article as much as I enjoy writing it.

Please give it a “thumbs up, like, or heart.” #AI, #Machinelearning, #ML, #ELVTR, #DucHaba

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The First Law of AIA

I, Duc Haba, a human, take 100% responsibility for the work. In other words, I lay claimed to:

• Every Word,
• Fact,
• Mistake,
• Thought
• Invention,
• Nuance,
• And Innuendo.

I have written about how I use the AI Assitant (AIA) in the Demystify AI series-- Generative AI is a collaborator, not a replacement (Feb 2023). It is the basis of the First Law of AIA.

Book Announcement

Before letting you go, I authored a book in May 2023 titled Data Augmentation with Python with Packt Publishing. If interested, you can purchase it on Amazon and share your thoughts on the Amazon book review. It will make me happy as a clam. :-)

Data Augmentation with Python book.

On GitHub, you can find the entire collection of Jupyter Notebooks for all nine chapters [for free]. You can customize the Notebooks to fit your specific project requirements. Additionally, you can run Python code without installing Python.

• PacktPublishing/Data-Augmentation-with-Python: Data Augmentation with Python, published by Packt (github.com)

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