Скачать или смотреть Tech in L&D Briefing - Active Learning

🎧 In this 𝟱-𝗠𝗶𝗻𝘂𝘁𝗲 𝗧𝗘𝗖𝗛 𝗜𝗡 𝗟&𝗗 𝗕𝗥𝗜𝗘𝗙𝗜𝗡𝗚, we’re looking at a machine learning technique that can make your L&D initiatives smarter and more efficient: 𝗔𝗰𝘁𝗶𝘃𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴.

What It Is:

Active Learning means the AI doesn’t just consume all available data—it flags the most uncertain or informative cases and asks humans to label those. The model learns faster with fewer examples and improves accuracy efficiently.

𝗪𝗵𝘆 𝗜𝘁 𝗠𝗮𝘁𝘁𝗲𝗿𝘀 𝗳𝗼𝗿 𝗟&𝗗:

💡 𝗕𝗲𝘁𝘁𝗲𝗿 𝘀𝗶𝗺𝘂𝗹𝗮𝘁𝗶𝗼𝗻𝘀 – Focuses on responses the model struggles with to boost realism.
💡 𝗣𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘇𝗲𝗱 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 – Adapts journeys based on ambiguous learner interactions.
💡 𝗘𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝘁 𝗱𝗼𝗺𝗮𝗶𝗻 𝘁𝗿𝗮𝗶𝗻𝗶𝗻𝗴 – Targets edge cases in compliance/healthcare/finance without massive labeling.
💡 𝗦𝗺𝗮𝗿𝘁𝗲𝗿 𝗳𝗲𝗲𝗱𝗯𝗮𝗰𝗸 – Refines scoring by concentrating on uncertain answers.


The Bottom Line:

Faster, leaner, more accurate AI, helping L&D deliver tools that improve continuously without heavy retraining.

Want to hear more about how Active Learning can make your training AI both smarter and leaner? 𝗖𝗵𝗲𝗰𝗸 𝗼𝘂𝘁 𝘁𝗵𝗲 𝗹𝗮𝘁𝗲𝘀𝘁 𝟱-𝗺𝗶𝗻𝘂𝘁𝗲 𝗲𝗽𝗶𝘀𝗼𝗱𝗲 𝘄𝗵𝗶𝗰𝗵 𝗲𝘅𝗽𝗹𝗼𝗿𝗲𝘀 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗮𝗹 𝗮𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝗮𝗻𝗱 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗲𝘀 𝘁𝗼 𝗯𝗿𝗶𝗻𝗴 𝗶𝘁 𝗶𝗻𝘁𝗼 𝘆𝗼𝘂𝗿 𝗟&𝗗 𝗲𝗰𝗼𝘀𝘆𝘀𝘁𝗲𝗺.

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