Enable and Enhance your team to Be Successful with AI & Data Initiatives

AI & Data
Team Workshops

Align, LeveL-Set, and SUCCEED

Interested in CPMAI Certification & Training?

Interested in the CPMAI Training & Certification for yourself instead of this team workshop?

Click here to Enroll in CPMAI Training & Certification

Foundational AI & Data Workshops for
Successful AI Teams

  • Align your team on established and emerging best practices for AI & Data Success

  • Level-set your team on AI and data terminology and foundational concepts

  • Understand how leading organizations are applying emerging AI & data technologies

  • Facilitated workshops provide expert guidance to help make your team AI & Data Successful

Some of the organizations that have been through Cognilytica training & certification:

Our Most Popular AI & Data Workshops:

Foundations of AI Workshop

Level-Set and Align your Team on AI:
  • Level-set understanding of AI, machine learning, deep learning, automation, and cognitive technology
  • Align team on core concepts of computer vision, recognition systems, Natural language processing, Predictive analytics, Hyperpersonalization, Autonomous systems, Automation, Robotic Process Automation
  • The Seven Patterns of AI
  • Key applications of AI by each AI Pattern Area, with customized focus on your industry
  • Identification of the different ROI of AI, especially for your organization and needs
  • The key reasons for AI Project Failures
  • Issues of Ethical & Responsible AI
  • Insight into AI Vendor Landscape
  • Timing AI investments
  • Iterative approaches to AI implementation
  • The AI & ML Lifecycle
Supporting Deliverables
  • AI Terminology Cheat Sheet
  • Seven Patterns of AI Chart
  • ROI of AI Cheat Sheet by Pattern and time to ROI
  • Ethical & Responsible AI Considerations at-a-glance
  • Cognilytica’s AI Vendor Landscape Chart
  • Guided Questions & Decision Factors for Key AI Solutions
Facilitated Team Interaction
  • Debunking AI Myths
  • Addressing AI knowledge gaps and confusion
  • Addressing AI fears and concerns
  • Identification of short-term AI application opportunities
  • Determination of AI roadblocks
  • Identification of potential AI solution areas of need

AI Best practices Workshop

Set Your Team Up for Success:
  • Most common reasons for AI Project failure
  • Busting AI Myths
  • Dealing with data quantity and quality issues
  • Business and project team AI alignment
  • Taking the data-centric perspective on AI
  • Aligning business objectives and ROI with AI projects
  • Determination of AI Pattern(s)
  • Building upon CRISP-DM for a data-centric AI
  • Overview of CPMAI Methodology
  • Connecting Agile Methodologies with CPMAI
  • Pilots vs. Proof of Concept
  • Successfully dealing with model and data drift
  • Model versioning and iteration best practices
  • ML Operationalization management (i.e. ML “Ops”) best practices
Supporting Deliverables
  • Key AI Failure Reasons Cheatsheet
  • CPMAI Methodology Overview Handout
  • ML Model Lifecycle Overview
  • Cognilytica’s AI Vendor Landscape Chart
  • Guided Questions & Decision Factors for Key AI Solutions
Facilitated Team Interaction
  • Debunking AI Myths
  • Current or potential AI Roadblocks for your team
  • Identification of team project management practices and alignment with AI best practices
  • Current team iteration practices and alignment with MLOps and DataOps best practices

Foundations of Ethical & Responsible AI Workshop

Level-Set and Align your Team on Ethical AI
  • Addressing the Fears and Concerns of AI
  • Key components of Ethical & Responsible AI:
    • Societal AI Ethics
    • Responsible AI practices
    • AI System Transparency
    • AI Governance
    • Algorithmic explainability and interpretability
  • Comprehensive framework for Ethical & Responsible AI
  • Approaches for AI risk mitigation
  • Methods for providing AI system transparency
  • Approaches for AI system reliability
  • AI Governance approaches
  • Keeping stakeholders in alignment on ethical and responsible AI practices
  • Organizational and corporate governance structures
  • Trends in worldwide AI laws and regulations
Supporting Deliverables
  • Ethical and Responsible AI Concerns At-a-Glance
  • Cognilytica’s Comprehensive Ethical & Responsible AI Framework
  • Organizational and corporate governance structures
Facilitated Team Interaction
  • Team-relevant concerns for ethical & responsible AI
  • Applying the Comprehensive Ethical & Responsible AI Framework
  • Laws and regulations that might impact current or future team projects

Ethical & Responsible AI Framework DeveloPMENT Quick Start Workshop

Run your Projects with Confidence & Compliance
  • Addressing fears & concerns about AI
  • Addressing issues of bias and human induced error
  • Risks associated with the use of AI
  • AI Introduces new Threat Vectors
  • The cost of non-compliance
  • Awareness of the need for data privacy and legally compliant data use
  • Data and AI system fairness and AI system bias
  • Issues of diversity and inclusion in data
  • Misuse and Abuse of AI Systems
  • Maintaining AI system safety & security
  • Putting into place a chain of command: human accountability
  • Implementing AI System Transparency
  • AI system risk assessment & mitigation
  • AI System Monitoring
  • The need for algorithmic explainability for different AI use cases and patterns
  • Planning for continued evolution of AI and data laws
Supporting Deliverables
  • Comprehensive Ethical & Responsible AI Framework Quick Start
  • Current state of worldwide data and AI laws and regulations
  • Organizational change management for ethical and responsible AI practices
  • The AI governance team
  • Applying ethical & responsible AI at scale
Facilitated Team Interaction
  • Applying the Cognilytica Comprehensive Ethical & Responsible AI Framework
  • Development of a team framework for ethical & responsible AI and ongoing iteration
  • Rapidly evolving laws and regulations around AI and data
  • AI System Controls: development, training, implementation, and inference

Foundations of Automation Workshop

Level-Set and Align your Team on Automation
  • Level-set understanding of Automation concepts
  • Concepts in business process
  • Robotic Process Automation concepts
  • From process management to process optimization
  • Attended and unattended automations
  • Process Improvement vs Process Optimization
  • What, When, Why, and How to Automate?
  • Measuring the Costs of Automation vs. the ROI 
  • Dealing with exceptions
  • Identification of potential automation opportunities
  • Security and Data access challenges with automation
  • Data Governance challenges with automation
  • Moving from “dumb” automation to “intelligent” automation
 
Supporting Deliverables
  • Automation Concepts cheat sheet
  • Opportunities for Potential Automation Checklist
  • Levels of Intelligent Automation cheatsheet
  • Decision Factors for Automation solutions
Facilitated Team Interaction
  • Understanding of areas of current automation
  • Current business processes and opportunities for automation
  • Team alignment on the automation to intelligence roadmap

Automation to Intelligence Roadmap Development

Develop your Own Roadmap for Intelligent Automation
  • Automation concepts
  • Concepts in Robotic Process Automation
  • Attended and unattended automations
  • The 4 levels of intelligent automation
  • A Step-wise Approach to Automation
  • Foundations of Business Process
  • From process management to process optimization
  • Identifying What and Why to Automate
  • Security and Data access challenges with automation
  • Data Governance challenges with automation
  • Measuring the Costs of Automation vs. the ROI
  • Identification of immediate first-steps on the Roadmap
  • Using the Automation Opportunities Checklist
  • Managing automation Iteration costs
  • Addressing security, data, and vendor lock-in challenges
  • Iteration of automation projects
  • Moving from “dumb” to “intelligent” automation
 
Supporting Deliverables
  • Your Customized Automation to Intelligence Roadmap
  • Applying and iterating the Automation to Intelligence Roadmap across all Levels
  • Automation Concepts cheat sheet
  • Opportunities for Potential Automation Checklist
  • Levels of Intelligent Automation cheatsheet
  • Decision Factors for Automation solutions
Facilitated Team Interaction
  • Understanding of areas of current automation
  • Current business processes and opportunities for automation
  • Team alignment on the automation to intelligence roadmap
  • Vendor landscape and multi-vendor decision making

Who are Team Workshops for?

This workshop is for teams of five or more, for a wide range of roles and responsibilities including:

  • Executives & Decision-Makers
  • Compliance teams
  • AI Governance teams
  • AI Centers of Excellence
  • General Counsel & corporate law
  • Data science teams
  • Project Managers
  • Product Managers
  • Capability Managers
  • Acquisitions Managers
  • Procurement & Contracting Officers
  • Developers
  • AI & ML engineers
  • Quality Assurance teams
  • Research Analysts
  • Data engineering teams
  • Knowledge Operations Managers
  • Information Technicians

Live Trainer: In-Person or Virtual Options

Cognilytica workshops are facilitated by a live trainer, offered in either on-site, in-person option or virtual, online workshops depending on needs, schedule, budget, and availability. Inquire for details and enrollment options.

Real Teams at Real Organizations getting Real Value

Internal Training

High development costs
  • Questionably vendor neutral
  • Probably not leveraging expertise across a wide range of projects
  • One-off customization
  • Possibly interactive
  • Not regularly updated
  • Possibly team focused
  • Unknown instructor models

Academic Courses

High per-student costs
  • Questionably vendor neutral
  • Probably not leveraging expertise across a wide range of projects
  • Not customizable
  • Possibly interactive
  • Not regularly updated
  • Not team focused
  • Limited instructor models

Cognillytica

Team-based pricing
  • Vendor-neutral
  • Facilitated by industry experts Leveraging experience from thousands of real-world AI projects
  • Customizable
  • Highly Interactive with Team engagement
  • Regularly updated
  • Team Focused
  • Live trainer with virtual and in-person options
Best

Vendor Training

You get what you pay for
  • Not vendor neutral
  • Probably not leveraging expertise across a wide range of projects
  • Not customizable
  • Possibly interactive
  • Questionably updated
  • Questionably team focused
  • Limited instructor models

Self-paced Online Training

Per-student costs
  • Questionably vendor neutral
  • Probably not leveraging expertise across a wide range of projects
  • Not customizable
  • Not interactive
  • Not regularly updated
  • Not team focused
  • Limited instructor models
Cognilytica’s AI & ML project management training provided me with a deep dive into the fundamentals of AI & machine learning with a brief exposure to project management. This course is a must attend for someone who has little/no prior experience on AI and is interested to learn an overview of AI, how to do AI right, bring his/her knowledge to the next level, and gain in-depth knowledge into some of the major algorithms of supervised, unsupervised, & reinforced learning approaches to AI & ML.
Mayur Shah
AI / Cognitive Technologies Project Manager at Motorola Mobility LLC - A Lenovo Company
"Cognilytica’s CPMAI training has had a direct and immediate impact on our team. The course gave an excellent overview of the fundamentals of AI as well as provided a common framework for our teams to communicate and collaborate in the management of AI projects. I'm a believer and champion of the value of this training. I am already seeing the value and impact of the knowledge and insight gained by my direct reports. I recommend this course for anyone who is looking to train or upskill their workforce around AI project management efforts."
Pamela Mittoo
Group Director, Global Technical Consumer Research at The Coca-Cola Company
I really did enjoy Cognilytica's AI & ML training; the verbal and visual aspect of the training were very informative and definitely kept my attention. The exercises helped to re-emphasize what we learned in the class, rendering them very useful.
Mitchell Winans
Senior Advisor, Enterprise Digitalization at Internal Revenue Service (IRS)
Cognilytica’s AI/ML training helped teach me the fundamentals of AI including various algorithms, why deep learning has become so popular, and why data is at the heart of AI. I highly recommend this training for anyone looking to learn how to do AI right, and who wants to learn the data and AI centric CPMAI methodology.
Casey Royer
Executive Director, Personalized Experience Management at USAA
“Cognilytica’s CPMAI project management training and certification is a very effective program for executives and managers. Having taken this training early on in our AI journey, it provided me with a solid framework needed to successfully guide and provide meaningful oversight to our AI and ML projects. Ron and Kathleen clearly illustrated their strong fundamentals in understanding AI & machine learning with a big emphasis on how to do AI projects right. This training and certification is a must for anyone looking to run and manage AI projects of any size.”
Mahesh Vinayagam
CEO & Founder, qBotica
Our management team, consisting of clinical science, data science, data engineering, software and IT ops team leads, completed Cognilytica’s AI & ML training. The course gave an excellent overview of the fundamentals of AI and also provided us with a common framework for our teams to communicate and collaborate in the management of AI projects. The training has put us in a good position to launch several projects in the next month. I would highly recommend the course for those seeking to rapidly accelerate their knowledge and readiness to successfully manage AI projects.
Dr. Salim Samanani
CEO and Medical Director, OKAKI Health Intelligence

Login Or Register

cropped-CogHeadLogo.png

Register to View Event

cropped-CogHeadLogo.png

Get The AI & Data Workshops

cropped-CogHeadLogo.png

AI Best Practices

Get the Step By Step Checklist for AI Projects

login

Login to register for events. Don’t have an account? Just register for an event and an account will be created for you!