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AI & Generative AI

Executive Briefing

Artificial Intelligence (AI) is everywhere—but the fundamentals are often misunderstood. In this fast-paced introduction, quickly ramp up on the current state of AI, including Generative AI tools like ChatGPT.

In this fast-paced course, cover the most important concepts and ideas in Artificial Intelligence, including the latest Generative AI applications. We'll begin with the cliches—the things "everybody knows" about AI—and use them to explore several core concepts. You'll explore multiple different ways AI can be implemented, including Machine Learning, Deep Learning and Natural Language Processing (NLP). We'll dive into Generative AI applications like ChatGPT, Google Bard and Midjourney, talk about AI hallucinations, and explore prompts and prompt engineering. When you are finished with this course, you will have practical, pragmatic understanding of the current state of Artificial Intelligence as it is being used today.

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What's inside

Syllabus

AI & Generative AI: Executive Briefing

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Teaches essential AI concepts and recent Generative AI applications

Introduces multiple AI implementation methods, including Machine Learning, Deep Learning, and NLP

Covers prompt engineering for Generative AI applications like ChatGPT

Provides a pragmatic understanding of AI applications in the real world

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in AI & Generative AI: Executive Briefing with these activities:

Organize Course Notes and Materials

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Stay organized by consolidating your notes, assignments, and resources for easy reference.

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Review and organize your lecture notes.
Create a dedicated folder or notebook for course materials.

Review Basic Python Programming Concepts

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Brush up on foundational Python programming concepts to strengthen your understanding of the course material.

Browse courses on Python

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Revisit basic data types, variables, and operators.
Review control flow statements (if-else, loops).
Refresh your knowledge of functions and modules.

Connect with AI Professionals

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Seek guidance and insights from experienced professionals in the field of AI.

Browse courses on Mentorship

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Identify potential mentors through LinkedIn or industry events.
Reach out and request a meeting or informational interview.

Three other activities

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Code Challenges on LeetCode

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Enhance your problem-solving skills and reinforce AI concepts through practice on LeetCode.

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Solve easy-level coding challenges related to AI.
Analyze solutions and learn from other approaches.

Explore AI Resources on GitHub

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Discover and utilize valuable AI resources, tutorials, and code examples from the GitHub community.

Browse courses on GitHub

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Search for open-source projects and repositories related to AI.
Follow tutorials and contribute to discussions.

Develop a Mini AI Project

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Apply your knowledge to create a hands-on AI project, demonstrating your understanding and creativity.

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Identify a problem or opportunity that can be addressed with AI.
Design and implement an AI solution.
Test and evaluate your project.
Present your project to peers or mentors.

Career center

Learners who complete AI & Generative AI: Executive Briefing will develop knowledge and skills that may be useful to these careers:

Machine Learning Engineer

Machine Learning Engineers are responsible for designing, developing, and maintaining ML models. This course covers the entire ML pipeline, from data preparation to model deployment, and focuses on understanding and working with Generative AI. By gaining a solid foundation in AI and ML concepts, professionals can advance their careers in this rapidly growing field.

See salaries and explore the career path for Machine Learning Engineer

Artificial Intelligence Engineer

Artificial Intelligence Engineers design, develop, and maintain AI-powered systems. This course provides a broad overview of AI, including Generative AI, enabling professionals to stay up-to-date with the latest advancements and techniques. The course provides practical, hands-on experience, enabling them to create and deploy AI solutions.

See salaries and explore the career path for Artificial Intelligence Engineer

Data Scientist

Data Scientists apply their skills in programming, statistics, and machine learning to translate raw data into actionable insights. This course offers a comprehensive introduction to AI principles, tools, and applications, including Generative AI and prompt engineering. The knowledge gained from this course will assist Data Scientists in developing robust, actionable, and innovative data-driven solutions.

See salaries and explore the career path for Data Scientist

Software Engineer

Software Engineers design, build, and maintain software systems. This course offers a comprehensive introduction to AI, including Generative AI. By understanding AI principles and applications, Software Engineers can enhance their ability to create innovative software solutions that leverage AI.

See salaries and explore the career path for Software Engineer

Product Manager

Product Managers oversee the development and launch of new products and features. This course provides a practical understanding of AI and Generative AI, enabling Product Managers to make informed decisions about incorporating AI into their products. By understanding AI's capabilities and limitations, they can create products that meet market demands.

See salaries and explore the career path for Product Manager

Data Analyst

Data Analysts gather, analyze, and interpret data to extract meaningful insights. This course provides a foundation in AI and Generative AI, allowing Data Analysts to enhance their ability to analyze and interpret complex datasets. By understanding AI techniques, they can develop more accurate and insightful reports and recommendations.

See salaries and explore the career path for Data Analyst

Quantitative Analyst

Quantitative Analysts use mathematical and statistical models to assess risk and make investment decisions. This course provides a foundational understanding of AI and Generative AI, enabling Quantitative Analysts to incorporate advanced techniques into their models. By leveraging AI, they can improve the accuracy and efficiency of their analysis.

See salaries and explore the career path for Quantitative Analyst

Business Analyst

Business Analysts identify and solve business problems using data and technology. This course provides a comprehensive introduction to AI and Generative AI, empowering Business Analysts to understand the potential and limitations of AI. By leveraging AI techniques, they can develop innovative solutions that drive business growth.

See salaries and explore the career path for Business Analyst

Market Researcher

Market Researchers gather and analyze market data to understand consumer behavior and trends. This course provides a comprehensive overview of AI and Generative AI, empowering Market Researchers to leverage AI techniques to collect and analyze data more efficiently and effectively. By understanding AI's capabilities, they can gain deeper insights into consumer behavior and market trends.

See salaries and explore the career path for Market Researcher

Content Creator

Content Creators develop and deliver engaging content across various platforms. This course provides practical knowledge of Generative AI, enabling Content Creators to explore new ways of content creation and storytelling. By understanding the capabilities and limitations of Generative AI, they can produce more innovative and captivating content that resonates with audiences.

See salaries and explore the career path for Content Creator

Digital Marketing Manager

Digital Marketing Managers plan and execute digital marketing campaigns to reach target audiences and achieve business goals. This course provides a practical understanding of AI and Generative AI, enabling Digital Marketing Managers to leverage AI techniques to create more targeted and effective campaigns. By understanding AI's capabilities, they can optimize their campaigns and improve ROI.

See salaries and explore the career path for Digital Marketing Manager

IT Manager

IT Managers plan and manage the IT infrastructure and services for an organization. This course provides a practical overview of AI and Generative AI, enabling IT Managers to understand how AI can be leveraged to improve the efficiency and security of their IT systems. By understanding AI's capabilities, they can make informed decisions about adopting AI solutions and optimizing their IT operations.

See salaries and explore the career path for IT Manager

Technical Writer

Technical Writers create clear and concise documentation for technical products and services. This course provides a foundation in AI and Generative AI, empowering Technical Writers to understand the potential of AI for automating certain writing tasks. By leveraging AI techniques, they can streamline documentation processes and improve the quality and efficiency of their work.

See salaries and explore the career path for Technical Writer

Technical Support Specialist

Technical Support Specialists provide technical assistance to users of products and services. This course provides a foundational understanding of AI and Generative AI, enabling Technical Support Specialists to leverage AI techniques to diagnose and resolve technical issues more quickly and efficiently. By understanding AI's capabilities, they can provide better support to users and improve customer satisfaction.

See salaries and explore the career path for Technical Support Specialist

Strategy Consultant

Strategy Consultants help organizations develop and execute strategies to achieve their business goals. This course provides a comprehensive understanding of AI and Generative AI, enabling Strategy Consultants to advise their clients on how to leverage AI for competitive advantage. By understanding AI's potential and limitations, they can make informed recommendations and help their clients navigate the rapidly evolving AI landscape.

See salaries and explore the career path for Strategy Consultant

Reading list

We've selected 12 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in AI & Generative AI: Executive Briefing.

Quantum Supremacy

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Provides a comprehensive overview of the future of humanity, with a focus on the role of AI. It valuable resource for anyone who wants to understand the ethical and social implications of AI.

Quantum Supremacy: How the Quantum Computer...

Hardcover

Quantum Supremacy: How the Quantum Computer...

Kindle Edition

AI Superpowers

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Provides a comprehensive overview of the global AI landscape, with a focus on the United States and China. It valuable resource for anyone who wants to understand the geopolitical implications of AI.

AI & Generative AI

Executive Briefing

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What's inside

Syllabus

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Activities

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Reading list

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