AI & ML for Enterprise Transformation

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exploring ai machine learning for the enterprise certification

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Overview Learning Objectives Who Should Attend Outline

AI & Machine Learning for the Enterprise Overview

Exploring AI Machine Learning for the Enterprise Overview (with Light Hands-on) (TTML5502) is an introductory, two-day foundation course created to give you a solid "first look" at crucial AI ML technologies, associated innovative knowledge, and the latest technologies that support them, with an emphasis on how they are practically used in business. These revolutionary technologies provide ways to improve decision-making, swiftly modernize and boost operational effectiveness, and stimulate creativity inside your company. The learners will discover what AI is and isnt during the course, how to distinguish between AI, Machine Learning, and Deep Learning, and the current state of using Large Language Models. Additionally, the course will provide how AI processes words, pictures, and sounds. Most importantly, the learners will comprehend the ethical issues and potential hazards of AI and machine learning and discover the best practices for integrating them into company strategy.

Through a well-rounded mix of instructional methods and strategies, this 2-day certification program ensures a comprehensive learning experience. Expert instructors will deliver engaging and informative instructor-led lectures, offering a strong theoretical foundation. Participants will be able to engage in dynamic group discussions, promoting interactive learning and exchanging ideas. A crucial aspect of the course involves hands-on activities utilizing user-friendly tools and software, enabling learners to apply their newfound knowledge actively. So, enrolling in AI Machine Learning for the Enterprise Overview (TTML5502) will provide you with access to bridge theoretical knowledge with practical skills.

AI & Machine Learning For The Enterprise Overview Objectives

Upon completion of the course, the learners will be proficient in the following:

Understand the fundamental concepts and terminology related to AI and machine learning.
Identify use cases for AI and machine learning in the enterprise.
Apply AI and machine learning tools and frameworks to common business problems.
Evaluate the benefits and potential risks of AI and machine learning in business
Confidently participate in strategic discussions about AI and machine learning in the enterprise.
Learn current trends, techniques, and the fascinating realm of AI and machine learning.
Get a hands-on introduction to a few user-friendly tools and skills offering a taste of the practical side of AI and Machine Learning.
Learn the fundamentals of algorithms, NLP, neural networks, GPT, generative probabilities, and other cutting-edge techniques.
Discover AI's crucial role in processing text, pictures, and sounds.
Explore how businesses may use these technologies to streamline procedures and increase efficiency.

Target Audience For AI & Machine Learning for the Enterprise Overview

The target audience for the "AI & Machine Learning for the Enterprise Overview (Light Hands-on) (TTML5502) " course may include:

Business Leaders and Executives
Data Analysts and Data Scientists
Software Developers and Engineers
IT Professionals
Academics and Researchers
Business Analysts
Consultants

Course Outline

Module 1: Understanding AI Fundamentals

Understand the difference between AI and machine learning
Identify the role of AI in modern business
Emphasize the importance of AI skills for employees

Module 2: Machine Learning Essentials

Learn the basics of how mathematics is used in AI
Understand the role of algorithms in machine learning
Differentiate between supervised and unsupervised learning
Identify classification, regression, clustering, dimensionality reduction, and ensemble methods
Understand the part of machine learning in business decision-making

Module 3: 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
Learn the basics of GPT and its applications in various sectors
Understand the concept of language models and how they are trained using large amounts of text data
Solve business problems with a GPT-based tool

Module 4: Basics of Neural Networks

Understand what neural networks are and how they are used
Identify the essential parts, types, and how they learn
Understand the importance of data preprocessing in training
Explore deep neural network's advantages and practical applications

Module 5: AI Technical Tools: Data Science, Deep Learning & The Cloud

Perform Foundational Data, ML, and AI Tasks in Google Cloud
MLOps (Machine Learning Operations) Fundamentals
Build and Deploy Machine Learning Solutions on Vertex AI

Module 6: Using AI for Business

Benefits of AI for Business
Key Considerations for Implementing AI in Business
Real-world Examples of AI in Business Applications

Module 7: The Future Of AI In Business And Practical Applications

Importance of Ethics in AI
Emerging Trends in AI Implementation
Practical Applications of AI in Various Industries

Module 8: Providing Data Privacy in Business AI

Understanding Privacy Issues
AI's Effect on Industry Through Automation
Preventing Errors while using AI in Business
Shielding Business From Unexpected Repercussions

Module 9: Guidance on certification exams

Handouts of key concepts and terms
Practice exercises
Access to user-friendly AI and machine learning tools and software

Module 10: Building a career in AI and Machine Learning for Enterprises

Career Pathways in Enterprise AI
Skills and Competencies for Success

Module 11: Course Completion Certificate and Next Steps

Final Course Assessment and Evaluation
Post-Course Resources and Continuing Education Opportunities

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FAQ’s

What is the AI & Machine Learning course duration?

The course is for 02-days. It will be approximately 16 hours course.

Why should I choose Vinsys for doing an AI & Machine Learning (TTML5502) certification course?

Because Vinsys has the experience of providing technical courses for over two decades, we provide the best and the latest expertise in the certification courses. Notably, we are ISO 9001 certified, which accredits the quality of education Vinsys provides. You will get the best training after enrolling with us for the AI certification course.

Is the machine learning and artificial intelligence course beneficial to me at the workplace?

Artificial Intelligence will boost the productivity of the organization. Having a certificate will validate your expertise to your employees. Most importantly, you will gain immense skills and knowledge, helping you work incredibly quickly and efficiently

Will the course timings be flexible to match the timings of our team?

Vinsys will arrange the timings in collaboration with you. The timings will be flexible, and you can efficiently devote your complete concentration to the course to gain the fullest.

What Assessment and Evaluation Methods will you use for certifying the learners?

Vinsys uses the following assessment and evaluation methods to assess and evaluate the learning and progress:
•   Quizzes
•   Assignment projects
•   Lab exercises using user-friendly tools
•   Final exam

Is the course available online or only in person?

Vinsys offers flexibility in course delivery. The course has three formats: Instructor Led Training, Virtual Instructor Led Training, and Group Instructor Led Training. You can select the best option depending on your learning interests and availability.

Will I receive a certificate upon completion of the course?

Upon completion, participants receive a certificate from Vinsys. This certificate validates your knowledge and skills in AI & Machine Learning.