IBM GenAI Course for Business Leaders Outline

• Basic AI terminology includes:

  Large language models (LLMs)
• Deep learning
• Supervised learning
• Transformers
• Foundation models
• Language
• Self-supervised learning
• Generative AI

• It is important to democratize AI, leveraging the energy and the transparency of open science and open-source AI so that we all have a voice in:

  What AI is
• What AI does
• How AI is used
• How AI impacts society
• How AI integrates with your business

• To help you effectively, safely, and responsibly put AI to work, you must:

  Protect your data
• Embrace principles of transparency and trust
• Make sure that your AI is implemented ethically
• Empower yourself with platforms and processes to control your AI destiny
• Foundation models are trained using self-supervised learning. If you give the model a few words in a prompt, it can mathematically predict the likelihood of words in the response.

• There are basically three models of AI consumption, including:

• Embedded AI
• APIs
• Platform models
• The future of AI is not about one model, it's multi model.
• Traditional AI can analyze data and tell you what it sees. Generative AI can use that same data to create something new.
• A foundation model is a general-purpose AI model that's trained unsupervised, usually on large amounts of text or data that come from the internet.
• Foundation models are what will form the basis of generative AI for businesses.

• To get started with generative AI, the steps are:

• Establish a team.
• Pick an internal low risk use case and build a prototype.
• Have an in-depth conversation about what you require to obtain value drivers.
• Operate with a level of responsibility and transparency.

• Some key success factors include:

  Choosing the right evaluation metrics
• Understanding that one model doesn't have to rule them all
• Choosing a platform that has proven expertise and foundation models, and ensuring that governance tools are in place
• Trust is critical for AI success in enterprises.
• Hallucination, leakage of private information, and bullying are new risks with the advent of generative AI.
• Three key customer service areas that generative AI can significantly improve include: self-service, agents in the contact center or in the field, and contact center operations.

• Five-step approach for driving the execution include:

• Have a clear idea of the experience you want to deliver.
• Understand your customers well.
• Look at the best tools that can support those channels.
• Once you have your toolchain sorted, design the journey end to end, so it delivers on the service strategy, the experience you had defined when you started.
• Application modernization involves taking an outdated computing system and updating it with modern, well aligned capabilities and features to create new business value.
• Once you make the decision to modernize, the process will kick off in two phases: Advisory and Planning.

• Benefits of using AI include:

• Radically streamline the workload migration to the new architecture
• Enable teams to observe workload performance in the new environment so they can optimize and refine the process
• Ability to learn and adapt faster

Link for the course https://www.coursera.org/learn/generative-ai-for-executives-business-leaders/supplement/ivayK/course-summary-ai-for-business-leaders

How to Create Azure FREE Account

 

Creating an Azure free account is beneficial for several reasons, especially if you are exploring cloud computing, developing applications, or learning about Azure services. Here are some key reasons why you might want to create an Azure free account:

1. Learning and Skill Development:

   - Hands-On Experience: An Azure free account allows you to gain practical, hands-on experience with various Azure services. This is crucial for learning cloud computing concepts and developing practical skills.

2. Experimentation without Cost:

   - Free Services: Azure provides a range of free services for 12 months, along with a limited amount of free services forever. This enables you to experiment with different services, test your applications, and understand how Azure can meet your specific needs without incurring costs.

3. App Development and Testing:

   - Build and Test Applications: If you are a developer, the Azure free account provides you with the resources to build, test, and deploy applications in a cloud environment. This is valuable for understanding the scalability and performance of your applications.

4. Explore Azure Services:

   - Comprehensive Service Portfolio: Azure offers a wide array of services, including computing, storage, databases, machine learning, AI, IoT, and more. Creating a free account allows you to explore these services and determine which ones are most relevant to your projects.

5. Startups and Small Businesses:

   - Cost-Effective Solutions: For startups and small businesses, the Azure free account provides an opportunity to leverage cloud services without an initial financial commitment. It allows you to evaluate the feasibility of using Azure for your business needs.

6. Educational Purposes:

   - Academic Projects: Students, educators, and researchers can use Azure for academic projects, research, and teaching purposes. The free account offers resources to support educational initiatives.

7. Azure Certification Preparation:

   - Prepare for Certifications: If you're aiming for Azure certifications, having a free account allows you to practice and prepare for exams by working with real Azure services in a risk-free environment.

8. Personal Projects:

   - Individual Projects: Whether you're working on personal projects or exploring new technologies, an Azure free account gives you the flexibility to deploy and manage cloud-based solutions for various purposes.

Remember to monitor your usage and stay within the free tier limits to avoid unexpected charges. The Azure free account serves as a valuable resource for individuals and businesses looking to harness the power of the cloud for innovation, development, and learning.

The following popular services few are 12 months FREE rest Always

You can visit this link to get the all free services https://azure.microsoft.com/en-in/free#all-free-services

Creating an Azure free account is a straightforward process that allows you to explore and try out various Azure services at no cost. Azure provides a comprehensive set of cloud services, including computing power, storage, databases, machine learning, and more. Here's a step-by-step guide on how to create an Azure free account:

1. Visit the Azure Portal:

   Go to the https://portal.azure.com/ in your web browser.

2. Select "Start for free":

   On the Azure home page, you'll find the option to "Start for free." Click on it to begin the account creation process.

First, it will ask you to create a Microsoft Account if it is already not there. Sometimes it can be daunting and time-consuming to prove that you are human. Maybe Microsoft wants you to play for some time.

Also if you are outside of USA better to get the verification code by Call instead of Text msg.

3. Sign in or Create a Microsoft Account:

   If you already have a Microsoft account (Outlook, Xbox, or any other Microsoft service), sign in. If not, you'll need to create a Microsoft account. Follow the prompts to complete the sign-up process.

4. Provide Personal Information:

   Enter the required personal information, including your name, country or region, and a valid credit card. Note that although you need a credit card to create an account, Azure offers a limited amount of free services, and you won't be charged unless you choose to upgrade your plan.

5. Verify Your Identity:

   Microsoft may require additional verification steps to ensure the security of your account. This can include providing a phone number for identity verification.

6. Agree to Terms and Conditions:

   Read through Microsoft's terms and conditions and privacy policy. If you agree, proceed to accept them.

7. Activate Azure Free Account:

   After completing the sign-up process, you'll be directed to the Azure dashboard. Here, you can activate your Azure free account, which includes a certain amount of free credits to use within the first 30 days.

8. Explore Azure Services:

   With your free account activated, you can start exploring various Azure services. Keep in mind that while some services are completely free, others may have usage limits under the free account.

Remember, the Azure free account is an excellent way to get hands-on experience with cloud services, experiment with different features, and understand how Azure can benefit your projects. Always monitor your usage to stay within the free tier limits and avoid unexpected charges.