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GenAI for Business Analysts
Faster Insights
Christopher Klaus
Christopher Klaus
This course is designed to introduce business analysts to the transformative capabilities of Generative Artificial Intelligence (GenAI). Learners will explore practical strategies to leverage GenAI in various business analysis tasks, enhancing efficiency and productivity. Through a combination of discussions, demonstrations, and hands-on activities, participants will gain a deep understanding of how GenAI can be integrated into business processes and decision-making.
Read more
This course is designed to introduce business analysts to the transformative capabilities of Generative Artificial Intelligence (GenAI). Learners will explore practical strategies to leverage GenAI in various business analysis tasks, enhancing efficiency and productivity. Through a combination of discussions, demonstrations, and hands-on activities, participants will gain a deep understanding of how GenAI can be integrated into business processes and decision-making.
Read more
This course is designed to introduce business analysts to the transformative capabilities of Generative Artificial Intelligence (GenAI). Learners will explore practical strategies to leverage GenAI in various business analysis tasks, enhancing efficiency and productivity. Through a combination of discussions, demonstrations, and hands-on activities, participants will gain a deep understanding of how GenAI can be integrated into business processes and decision-making.
This course is tailored for business analysis managers, team leads, and business analysts who are keen to identify GenAI opportunities and guide their teams toward more efficient, innovative practices. Aspiring business analysts looking to future-proof their skills and gain a competitive edge by mastering the integration of GenAI in business analytics will also find this course valuable.
Participants should be familiar with fundamental business analysis concepts and workflows, including business process modeling and requirements gathering, data handling with SQL, and analytics development with tools such as Tableau. An open mindset towards new technologies and a willingness to experiment and learn how GenAI can enhance business analytics workflows is essential.
Whether you're an experienced business analyst looking to stay ahead of the curve or an aspiring professional seeking to future-proof your skillset, this course provides a foundation that will empower you to unlock new levels of efficiency, productivity, and creativity in your work.
Register for this course and see more details by visiting:
OpenCourser.com/course/wfw01k/genai
What's inside
Syllabus
GenAI for Business Analysts: Faster Insights
This course introduces business analysts to the transformative capabilities of Generative AI (GenAI), offering practical strategies to enhance efficiency and productivity in various tasks. Through discussions, demonstrations, and hands-on activities, participants will learn how to integrate GenAI into business processes and decision-making.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Taught by Christopher Klaus, who is recognized for their work in generative AI
Sharpens these professional skills: Business Process Modeling, SQL, and Tableau
Develops skills and knowledge that are useful for personal growth and development
Builds a strong foundation for beginners in GenAI for Business Analysis
Explores generative AI, which is standard in the business analytics industry
May require SQL and Tableau software, which may incur costs
Save this course
Save GenAI for Business Analysts: Faster Insights to your list so you can find it easily later:
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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 GenAI for Business Analysts: Faster Insights with these
activities:
SQL Practice
Show steps
Refreshes your understanding of SQL, making it easier to follow along with the course material.
Browse courses on
SQL
Show steps
-
Review SQL syntax and commands
-
Practice writing SQL queries to extract data
-
Complete online SQL tutorials or exercises
Refresher: Data Handling
Show steps
Refresh the fundamentals of data handling, such as data manipulation, structuring, and querying techniques, to enhance proficiency for this course.
Browse courses on
SQL
Show steps
-
Review basic SQL commands for data querying and manipulation
-
Practice data cleaning and transformation techniques
Review basic statistics and probability concepts
Show steps
Refreshes your understanding of the foundational statistical concepts covered in this course, such as mean, median, standard deviation, and probability distributions.
Browse courses on
Statistics
Show steps
-
Review lecture notes or textbooks on basic statistics
-
Solve practice problems to reinforce your understanding
-
Take online quizzes or assessments to test your knowledge
22 other activities
Expand to see all activities and additional details
Show all 25 activities
Review SQL Fundamentals
Show steps
Solidify your SQL foundation to ensure a solid understanding of data handling concepts.
Browse courses on
SQL
Show steps
-
Review basic SQL commands
-
Practice writing SQL queries
-
Work through example SQL exercises
Review SQL
Show steps
Reinforce existing SQL knowledge to better prepare for the course's emphasis on data handling.
Browse courses on
Database Management
Show steps
-
Review basic SQL syntax and commands.
-
Practice writing queries to retrieve and filter data.
-
Create and modify tables and indexes.
Form a study group to discuss GenAI concepts and applications
Show steps
Encourages collaborative learning and knowledge sharing, deepening your understanding of complex GenAI concepts and their applications.
Browse courses on
Generative AI
Show steps
-
Identify fellow learners or colleagues interested in forming a study group
-
Establish regular meeting times and locations
-
Choose topics for discussion and prepare materials
-
Facilitate group discussions and share insights
Participate in Online Study Groups
Show steps
Enhance understanding and critical thinking through discussions and collaboration with peers.
Show steps
-
Collaborate on projects and assignments.
-
Join or create study groups on platforms such as Discord or Slack.
-
Participate in discussions, ask questions, and share insights.
Guided Tutorials: Generative AI Applications
Show steps
Explore tutorials that demonstrate the practical applications of Generative AI in various industries and domains, fostering a deeper understanding of its potential.
Show steps
-
Identify relevant tutorials on Generative AI applications
-
Follow tutorials to learn specific use cases and implementation techniques
-
Experiment with provided code examples and datasets
Practice data cleaning and manipulation skills
Show steps
Strengthens your ability to prepare and transform data for analysis, enhancing your proficiency in extracting meaningful insights.
Browse courses on
Data Cleaning
Show steps
-
Use Python or R to clean and manipulate datasets
-
Handle missing values, outliers, and data inconsistencies
-
Practice data transformation techniques such as normalization and binning
Complete Python Coding Exercises
Show steps
Strengthen Python programming skills by solving coding problems related to business analytics.
Browse courses on
Python Programming
Show steps
-
Identify and install Python libraries and tools.
-
Solve coding exercises on platforms like LeetCode or HackerRank.
-
Build small Python scripts for data manipulation and analysis.
GenAI Prompt Engineering Drills
Show steps
Develop proficiency in crafting effective GenAI prompts to enhance the quality of your outputs.
Browse courses on
Prompt Engineering
Show steps
-
Complete online GenAI prompt engineering exercises
-
Practice writing prompts for various GenAI tasks
-
Analyze successful GenAI prompts and identify best practices
Practice Drills: AI-Powered Tools
Show steps
Engage in coding and problem-solving exercises using AI-powered tools, reinforcing the practical aspects of Generative AI integration.
Show steps
-
Identify platforms or online resources offering AI-powered tools
-
Solve coding challenges and complete hands-on exercises
Attend industry conferences or meetups on GenAI
Show steps
Connects you with professionals in the field, providing opportunities to learn about industry trends, share knowledge, and expand your network.
Browse courses on
Generative AI
Show steps
-
Research upcoming industry conferences or meetups focused on GenAI
-
Register and attend the events
-
Engage with speakers, attendees, and potential collaborators
Explore Tableau's Data Analytics Features
Show steps
Gain practical experience with Tableau to enhance data visualization and analysis skills.
Browse courses on
Tableau
Show steps
-
Access Tableau's online tutorials and documentation.
-
Complete guided exercises to create interactive dashboards and visualizations.
-
Experiment with different data sources and chart types.
GenAI-Powered Business Case Analysis
Show steps
Apply GenAI to solve real-world business problems, demonstrating its practical value and enhancing your analytical skills.
Browse courses on
Business Case Analysis
Show steps
-
Identify a business problem that can be addressed with GenAI
-
Gather and analyze data relevant to the problem
-
Develop and implement a GenAI-based solution
Peer-Led Discussions: Business Case Studies
Show steps
Join or lead discussions with peers, analyzing real-world business case studies where Generative AI was successfully implemented, providing insights into practical applications.
Show steps
-
Identify relevant case studies and prepare discussion points
-
Facilitate or participate in peer discussions, sharing perspectives and experiences
Explore advanced GenAI techniques using online tutorials
Show steps
Keeps you abreast of the latest advancements in GenAI by providing hands-on experience with cutting-edge techniques and applications.
Browse courses on
Generative AI
Show steps
-
Identify reputable online platforms offering GenAI tutorials
-
Select tutorials aligned with your learning goals
-
Follow the tutorials and complete the accompanying exercises
-
Experiment with different GenAI models and algorithms
Collaborative GenAI Project Discussions
Show steps
Engage with peers to discuss and refine GenAI project ideas, fostering innovation and knowledge sharing.
Show steps
-
Form a study group or join an online community
-
Share GenAI project ideas and provide feedback
-
Collaborate on refining project plans and methodologies
Develop a case study or project showcasing your GenAI analysis skills
Show steps
Provides you with a platform to apply your GenAI knowledge to real-world scenarios, demonstrating your proficiency and enhancing your portfolio.
Browse courses on
Generative AI
Show steps
-
Identify a business problem or opportunity suitable for GenAI analysis
-
Gather and preprocess relevant data
-
Apply GenAI techniques to analyze the data and generate insights
-
Develop a case study or project report documenting your findings and recommendations
Attend a Data Analytics Hackathon
Show steps
Challenge oneself and expand knowledge by participating in a data analytics hackathon.
Browse courses on
Data Analytics
Show steps
-
Research upcoming data analytics hackathons.
-
Form a team or join an existing one.
-
Brainstorm and develop a solution within the hackathon time frame.
Project: AI-Powered Solution Proposal
Show steps
Develop a comprehensive proposal outlining an AI-powered solution to a business problem, showcasing the integration of Generative AI capabilities in real-world scenarios.
Show steps
-
Identify and define a specific business problem
-
Research and explore potential AI-powered solutions
-
Design and develop a detailed solution proposal
-
Present the proposal to stakeholders or peers
Develop a GenAI Use Case Proposal
Show steps
Apply course concepts by proposing a specific use case for GenAI in a business setting.
Show steps
-
Research GenAI's capabilities and potential applications.
-
Identify a business problem or opportunity.
-
Develop a detailed proposal outlining the GenAI solution.
Advanced GenAI Techniques Workshops
Show steps
Enhance your understanding of advanced GenAI techniques through structured workshops, expanding your capabilities.
Browse courses on
Machine Learning
Show steps
-
Identify workshops aligned with your interests and skill level
-
Attend workshops led by industry experts
-
Complete hands-on exercises and projects
GenAI Hackathon Participation
Show steps
Engage in a GenAI hackathon to test your skills, collaborate with others, and contribute to innovative GenAI applications.
Browse courses on
Teamwork and Collaboration
Show steps
-
Find a GenAI hackathon that aligns with your interests
-
Form a team or join an existing one
-
Develop and implement a GenAI-based solution within the time limit
Contribute to GenAI Open-Source Projects
Show steps
Make meaningful contributions to the GenAI community by collaborating on open-source projects, deepening your understanding and gaining practical experience.
Browse courses on
Code Collaboration
Show steps
-
Identify open-source GenAI projects that align with your skills
-
Review project documentation and codebase
-
Propose and implement enhancements or bug fixes
SQL Practice
Show steps
Refreshes your understanding of SQL, making it easier to follow along with the course material.
Browse courses on
SQL
Show steps
Show steps
Show steps
- Review SQL syntax and commands
- Practice writing SQL queries to extract data
- Complete online SQL tutorials or exercises
Refresher: Data Handling
Show steps
Refresh the fundamentals of data handling, such as data manipulation, structuring, and querying techniques, to enhance proficiency for this course.
Browse courses on
SQL
Show steps
Show steps
Show steps
- Review basic SQL commands for data querying and manipulation
- Practice data cleaning and transformation techniques
Review basic statistics and probability concepts
Show steps
Refreshes your understanding of the foundational statistical concepts covered in this course, such as mean, median, standard deviation, and probability distributions.
Browse courses on
Statistics
Show steps
Show steps
Show steps
- Review lecture notes or textbooks on basic statistics
- Solve practice problems to reinforce your understanding
- Take online quizzes or assessments to test your knowledge
22 other activities
Expand to see all activities and additional details
Show all 25 activities
Review SQL Fundamentals
Show steps
Solidify your SQL foundation to ensure a solid understanding of data handling concepts.
Browse courses on
SQL
Show steps
Show steps
Show steps
- Review basic SQL commands
- Practice writing SQL queries
- Work through example SQL exercises
Review SQL
Show steps
Reinforce existing SQL knowledge to better prepare for the course's emphasis on data handling.
Browse courses on
Database Management
Show steps
Show steps
Show steps
- Review basic SQL syntax and commands.
- Practice writing queries to retrieve and filter data.
- Create and modify tables and indexes.
Form a study group to discuss GenAI concepts and applications
Show steps
Encourages collaborative learning and knowledge sharing, deepening your understanding of complex GenAI concepts and their applications.
Browse courses on
Generative AI
Show steps
Show steps
Show steps
- Identify fellow learners or colleagues interested in forming a study group
- Establish regular meeting times and locations
- Choose topics for discussion and prepare materials
- Facilitate group discussions and share insights
Participate in Online Study Groups
Show steps
Enhance understanding and critical thinking through discussions and collaboration with peers.
Show steps
Show steps
Show steps
- Collaborate on projects and assignments.
- Join or create study groups on platforms such as Discord or Slack.
- Participate in discussions, ask questions, and share insights.
Guided Tutorials: Generative AI Applications
Show steps
Explore tutorials that demonstrate the practical applications of Generative AI in various industries and domains, fostering a deeper understanding of its potential.
Show steps
Show steps
Show steps
- Identify relevant tutorials on Generative AI applications
- Follow tutorials to learn specific use cases and implementation techniques
- Experiment with provided code examples and datasets
Practice data cleaning and manipulation skills
Show steps
Strengthens your ability to prepare and transform data for analysis, enhancing your proficiency in extracting meaningful insights.
Browse courses on
Data Cleaning
Show steps
Show steps
Show steps
- Use Python or R to clean and manipulate datasets
- Handle missing values, outliers, and data inconsistencies
- Practice data transformation techniques such as normalization and binning
Complete Python Coding Exercises
Show steps
Strengthen Python programming skills by solving coding problems related to business analytics.
Browse courses on
Python Programming
Show steps
Show steps
Show steps
- Identify and install Python libraries and tools.
- Solve coding exercises on platforms like LeetCode or HackerRank.
- Build small Python scripts for data manipulation and analysis.
GenAI Prompt Engineering Drills
Show steps
Develop proficiency in crafting effective GenAI prompts to enhance the quality of your outputs.
Browse courses on
Prompt Engineering
Show steps
Show steps
Show steps
- Complete online GenAI prompt engineering exercises
- Practice writing prompts for various GenAI tasks
- Analyze successful GenAI prompts and identify best practices
Practice Drills: AI-Powered Tools
Show steps
Engage in coding and problem-solving exercises using AI-powered tools, reinforcing the practical aspects of Generative AI integration.
Show steps
Show steps
Show steps
- Identify platforms or online resources offering AI-powered tools
- Solve coding challenges and complete hands-on exercises
Attend industry conferences or meetups on GenAI
Show steps
Connects you with professionals in the field, providing opportunities to learn about industry trends, share knowledge, and expand your network.
Browse courses on
Generative AI
Show steps
Show steps
Show steps
- Research upcoming industry conferences or meetups focused on GenAI
- Register and attend the events
- Engage with speakers, attendees, and potential collaborators
Explore Tableau's Data Analytics Features
Show steps
Gain practical experience with Tableau to enhance data visualization and analysis skills.
Browse courses on
Tableau
Show steps
Show steps
Show steps
- Access Tableau's online tutorials and documentation.
- Complete guided exercises to create interactive dashboards and visualizations.
- Experiment with different data sources and chart types.
GenAI-Powered Business Case Analysis
Show steps
Apply GenAI to solve real-world business problems, demonstrating its practical value and enhancing your analytical skills.
Browse courses on
Business Case Analysis
Show steps
Show steps
Show steps
- Identify a business problem that can be addressed with GenAI
- Gather and analyze data relevant to the problem
- Develop and implement a GenAI-based solution
Peer-Led Discussions: Business Case Studies
Show steps
Join or lead discussions with peers, analyzing real-world business case studies where Generative AI was successfully implemented, providing insights into practical applications.
Show steps
Show steps
Show steps
- Identify relevant case studies and prepare discussion points
- Facilitate or participate in peer discussions, sharing perspectives and experiences
Explore advanced GenAI techniques using online tutorials
Show steps
Keeps you abreast of the latest advancements in GenAI by providing hands-on experience with cutting-edge techniques and applications.
Browse courses on
Generative AI
Show steps
Show steps
Show steps
- Identify reputable online platforms offering GenAI tutorials
- Select tutorials aligned with your learning goals
- Follow the tutorials and complete the accompanying exercises
- Experiment with different GenAI models and algorithms
Collaborative GenAI Project Discussions
Show steps
Engage with peers to discuss and refine GenAI project ideas, fostering innovation and knowledge sharing.
Show steps
Show steps
Show steps
- Form a study group or join an online community
- Share GenAI project ideas and provide feedback
- Collaborate on refining project plans and methodologies
Develop a case study or project showcasing your GenAI analysis skills
Show steps
Provides you with a platform to apply your GenAI knowledge to real-world scenarios, demonstrating your proficiency and enhancing your portfolio.
Browse courses on
Generative AI
Show steps
Show steps
Show steps
- Identify a business problem or opportunity suitable for GenAI analysis
- Gather and preprocess relevant data
- Apply GenAI techniques to analyze the data and generate insights
- Develop a case study or project report documenting your findings and recommendations
Attend a Data Analytics Hackathon
Show steps
Challenge oneself and expand knowledge by participating in a data analytics hackathon.
Browse courses on
Data Analytics
Show steps
Show steps
Show steps
- Research upcoming data analytics hackathons.
- Form a team or join an existing one.
- Brainstorm and develop a solution within the hackathon time frame.
Project: AI-Powered Solution Proposal
Show steps
Develop a comprehensive proposal outlining an AI-powered solution to a business problem, showcasing the integration of Generative AI capabilities in real-world scenarios.
Show steps
Show steps
Show steps
- Identify and define a specific business problem
- Research and explore potential AI-powered solutions
- Design and develop a detailed solution proposal
- Present the proposal to stakeholders or peers
Develop a GenAI Use Case Proposal
Show steps
Apply course concepts by proposing a specific use case for GenAI in a business setting.
Show steps
Show steps
Show steps
- Research GenAI's capabilities and potential applications.
- Identify a business problem or opportunity.
- Develop a detailed proposal outlining the GenAI solution.
Advanced GenAI Techniques Workshops
Show steps
Enhance your understanding of advanced GenAI techniques through structured workshops, expanding your capabilities.
Browse courses on
Machine Learning
Show steps
Show steps
Show steps
- Identify workshops aligned with your interests and skill level
- Attend workshops led by industry experts
- Complete hands-on exercises and projects
GenAI Hackathon Participation
Show steps
Engage in a GenAI hackathon to test your skills, collaborate with others, and contribute to innovative GenAI applications.
Browse courses on
Teamwork and Collaboration
Show steps
Show steps
Show steps
- Find a GenAI hackathon that aligns with your interests
- Form a team or join an existing one
- Develop and implement a GenAI-based solution within the time limit
Contribute to GenAI Open-Source Projects
Show steps
Make meaningful contributions to the GenAI community by collaborating on open-source projects, deepening your understanding and gaining practical experience.
Browse courses on
Code Collaboration
Show steps
Show steps
Show steps
- Identify open-source GenAI projects that align with your skills
- Review project documentation and codebase
- Propose and implement enhancements or bug fixes
Career center
Learners who complete GenAI for Business Analysts: Faster Insights will develop knowledge and skills
that may be useful to these careers:
For more career information including salaries, visit:
OpenCourser.com/course/wfw01k/genai
Reading list
We haven't picked any books for this reading list yet.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/wfw01k/genai
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Effort
1 Hour
Level
Intermediate
Via
Coursera
Institution
Coursera Instructor Network
Instructor
Christopher Klaus
Session
August 12, 2024
- August 26, 2024
Language
English
Transcripts
Español
Français
Português
Deutsch
中文
العربية
Pусский
Bahasa Indonesia
Good to know
Taught by Christopher Klaus, who is recognized for their work in generative AI
Sharpens these professional skills: Business Process Modeling, SQL, and Tableau
Develops skills and knowledge that are useful for personal growth and development
Builds a strong foundation for beginners in GenAI for Business Analysis
Explores generative AI, which is standard in the business analytics industry
May require SQL and Tableau software, which may incur costs
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