Part 6/15:

Despite the abundance of online resources, Karim identified critical gaps in current data science training. Many professionals acquire technical skills but lack the strategic, business, and soft skills necessary for real-world application and integration. Early career data scientists often deploy models without sufficient domain input or scenario planning, leading to failures or suboptimal outcomes.

Differentiation and Approach

Duck Data adopts a broad, strategic perspective on data science education. Rather than focusing solely on coding or algorithms, it emphasizes:

• Business strategy and leadership

• Data-driven transformation

• Effective communication of value

• Designing solutions that are fit for purpose and sustainable