Uncommon Data Science - AI and Data Science Consulting
AI FUNDAMENTALS - AI For the Little Guy
OK now let's have some fun. AI is the most amazing tool to come to us since fire and the wheel were invented. Some think AI will replace all average workers and make the above average workers super-workers with superior intelligence and advanced skills. Others think AI, when learned and adopted by average workers, will make them well above average, more productive and highly employable. Uncommon Data Science believes the later is true. AI is For the Little Guy and we can help with learning and adoption.
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AI without data is dead. Bad data plus AI might as well be dead. Good and acceptable AI demands the highest quality data. Can near perfection in data be achieved? Yes - with expert data science. If you are using generative AI tools, like ChatGPT and others, your organization needs to maintain high quality while you commit and drive for perfection.
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AI PROJECT MANAGEMENT
Traditional project management is well suited for traditional projects. AI projects often move at an accelerated pace. Imagine an AI project where the target AI technology changed drastically during the course of the project. Both disciplines, balancing the dynamic nature of AI technology and AI enabled project management, are needed for successful AI deliverables. The Project Management Institute (PMI) has spearheaded the concepts, techniques and tools for using AI to manage AI projects. Deliverables from Uncommon Data Science and AI Consulting will be completed by an AI project manager with PMI certifications in project management(PMI) and risk management(RMP). Plus a five year record of successful AI implementations at major corporations.
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Uncommon Data Science & AI Consulting
AI FUNDAMENTALS SERVICES - AI For The Little Guy
1. AI for Career Survival: Leverage AI Tools to Secure and Advance Your Job
Future-proof your career by mastering AI tools. Become indispensable by automating tasks and boosting efficiency.
2. AI Basics for Everyone: Hands-On Generative AI Training
Jump into generative AI with practical, beginner-friendly workshops. Turn curiosity into real-world skills.
3. Build and Deploy AI Agents: Automation for Individuals and Small Teams
Create custom AI agents to handle repetitive work. Save hours and increase personal or team productivity effortlessly.
4. Basics of AI Ethics and Data Privacy: Detect AI Bias & Help Ensure Responsible AI
Gain knowledge to spot and mitigate bias, protect privacy, and build trusted AI that aligns with regulations and values.
5. AI by Industry: A Deep Dive Into How AI Can Be Used In Your Industry
Discover AI strategies and real-world applications to drive innovation, efficiency, and competitive advantage in your specific industry.
6. AI & Machine Learning Essentials: From Past Lessons to Future Opportunities
Explore the evolution of AI and Machine Learning(ML)—from foundational concepts to cutting-edge trends—to unlock tomorrow's business and career possibilities today.
7. AI Creativity & Productivity Boosters: Hands on Guidance for Maximizing AI
Supercharge your creative output and daily workflow with expert-guided AI techniques that spark ideas, streamline processes, and amplify results.
We can help you do all of the above tasks to learn, adopt and leverage the best fitting generative AI. In addition we will do a data assessment, data preparation (if required), as well as train on prompt engineering (to help you talk to AI). Use the request information link below to ask questions or to book this service.
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Data Science Services
1. Data Readiness Audit for Safe and Successful AI Implementation
Conduct comprehensive assessments to evaluate your data infrastructure's readiness for AI, identifying risks and opportunities for secure, effective deployment.
2. Data Security, Privacy, Monitoring, and Maintenance
Implement robust protocols to protect sensitive data, ensure compliance with privacy laws, and provide ongoing monitoring and upkeep for sustained AI reliability.
3. Data Governance and Quality Assurance
Establish frameworks for data management, including policies, standards, and audits to maintain high-quality, trustworthy data for AI applications.
4. Data Collection, Cleaning, and Preparation
Gather, refine, and structure raw data from diverse sources, removing inconsistencies to create clean datasets ready for advanced analysis.
5. Data Analysis and Exploration
Perform in-depth statistical and visual explorations to uncover insights, patterns, and anomalies that inform strategic AI-driven decisions.
6. Data Modeling and Machine Learning
Develop and train custom machine learning models tailored to your business needs, optimizing for accuracy, efficiency, and real-world performance.
7. Model Deployment and Integration
Seamlessly integrate trained models into existing systems, including cloud setup, API development, and testing for smooth production rollout.
8. Performance Optimization and Scalings
Enhance model efficiency through tuning, resource management, and scalable architectures to handle growing data volumes and computational demands.
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AI Project Management Services
1. AI Readiness Assessment: Custom Roadmap and ROI Business Case
Get a tailored AI readiness evaluation, clear roadmap, and compelling ROI business case that justifies investment and guides confident next steps.
2. AI Strategy and Governance: Ethics-First Framework for Compliance & Innovation
Build a robust, ethics-first AI governance strategy that ensures regulatory compliance while unlocking safe, sustainable innovation across your organization.
3. Specialized AI/Machine Learning Risk Management: Identify, Mitigate & Monitor Risks
Proactively uncover, prioritize, and control technical, ethical, and operational risks in AI/Machine Learning projects to protect your organization and reputation.
4. AI-Infused PMO: Integrate AI Tools For Your Projects For Efficiency Gains
Transform your Project Management Office with AI-powered tools and processes that accelerate delivery, reduce costs, and boost project success rates.
5. Full-Cycle AI Proof Of Concept Delivery: From Concept to Production-Ready Pilot
Turn promising AI ideas into validated, production-ready pilots—delivered on time, on budget, and with clear success metrics—through expert end-to-end execution.
6. Generative AI Deployment: Secure Prompt Engineering With Trusted Data Pipelines
Safely deploy powerful generative AI solutions with secure, enterprise-grade prompt engineering and reliable data pipelines that protect sensitive information.
7. AI Project Turnaround: Rescue Stalled Initiatives With Proven Project Management Interventions
Revive failing or stalled AI projects quickly with proven diagnostics, restructuring, and leadership to get them back on track and deliver value.
8. Tailored AI Workshops: For Executives, Groups or Employees
Deliver customized, high-impact AI workshops that equip executives, teams, or entire workforces with the knowledge and confidence to lead and thrive in the AI era.