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    The essential AI training checklist for 2025

    General Assembly
    March 26, 2025

    What’s the biggest mistake companies make when adopting new technology? Assuming their people will just figure it out.

    AI is no exception. As artificial intelligence continues to reshape industries, businesses that fail to prepare their teams risk wasting time, resources, and potential. Successful AI adoption isn’t just about investing in cutting-edge tools—it’s about equipping your employees with the skills they need to make those tools work.

    Whether you’re building data-driven teams or empowering non-technical employees to use AI tools effectively, there’s a clear checklist for ensuring your workforce is ready to thrive in an AI-powered world.

    Step 1: Build foundational AI awareness

    AI isn’t just for data scientists—it’s for everyone. Before your team can apply AI effectively, they need to understand what it is, what it can do, and where its limits lie.

    What your team needs to know:

    • Key AI concepts like machine learning, natural language processing, and predictive analytics
    • AI’s impact across industries (from marketing automation to fraud detection)
    • Ethical considerations in AI development and deployment

    For leaders and employees alike, understanding AI’s role in the workplace is essential. If your team needs a crash course, our AI training catalog offers programs designed to build this foundation quickly.

    Step 2: Identify your team’s skill gaps

    Before diving into AI tools, you need to know where your team stands. Are they data novices or seasoned analysts? Are leaders equipped to make strategic AI decisions? Identifying these gaps ensures your training investment is strategic, not scattershot.

    Questions to ask:

    • Does your team understand data fundamentals like data cleaning and visualization?
    • Are employees comfortable interpreting AI-generated insights?
    • Do leaders know how to assess AI risks and ensure ethical practices?

    Answering these questions will guide you toward the right training solutions—whether it’s upskilling data professionals or giving business leaders an AI strategy roadmap.

    Step 3: Teach practical AI tools and techniques

    AI theory is great—but your employees need to know how to apply it in their day-to-day work. Practical training on industry-relevant tools is crucial.

    Skills to prioritize:

    • Python programming: A go-to language for data analysis and machine learning
    • AI model development: Understanding algorithms, neural networks, and how to train models
    • Prompt engineering: Crafting effective prompts for tools like ChatGPT and other AI assistants
    • Data visualization: Presenting AI-driven insights in clear, actionable ways

    If your team isn’t up to speed with these skills, our AI workshops and hands-on tech training programs can bridge those gaps quickly.

    Step 4: Focus on real-world applications

    AI’s potential lies in its ability to solve real problems. Effective training goes beyond theory to include practical applications that reflect your business’s unique needs.

    Examples of real-world AI use cases:

    • Automating customer support with AI chatbots
    • Predicting inventory demands using machine learning models
    • Improving marketing campaigns with AI-driven audience insights

    If your team needs hands-on experience solving real challenges, our AI training catalog offers tailored solutions to help teams—of all sizes and scopes, and across all industries—build confidence and practical expertise.

    Step 5: Develop AI leadership skills

    AI isn’t just a tech issue—it’s a leadership priority. Your managers and executives need to understand how to identify AI opportunities, assess risks, and lead teams through digital transformation.

    Leadership skills to prioritize:

    • Building AI strategies that align with business goals
    • Identifying data-driven opportunities for growth
    • Navigating AI ethics, security, and compliance concerns

    Our leadership-focused AI training programs are designed to help decision-makers (technical and nontechnical alike) drive successful AI adoption without getting bogged down in technical jargon.

    Step 6: Create a culture of continuous learning

    AI evolves fast—and your team’s skills need to keep pace. Fostering a mindset of ongoing learning ensures your workforce doesn’t just adopt AI—they stay ahead of its advancements.

    Ways to build a learning culture:

    • Provide access to online courses and certifications
    • Encourage cross-functional collaboration to expand AI literacy
    • Celebrate employees who use AI to solve business challenges

    If you’re building a long-term AI strategy, investing in your employees’ growth is critical. Our AI training program catalog offers flexible options to keep your workforce engaged and future-ready.

    The bottom line: Your team’s AI skills are no longer optional

    AI is transforming the way businesses operate. Period. Companies that invest in AI training now will have a serious advantage in the years to come. By following this checklist—building awareness, closing skill gaps, and focusing on practical applications—you’ll ensure your team is prepared to unlock AI’s full potential.

    If you’re looking for flexible, hands-on AI training for your team, our AI programs offer practical skills designed for today’s workplace. Get in touch to learn more about how our AI training programs will futureproof your workforce today.

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