Despite today’s data scientist talent shortage, organizations are not holding back from investing in Data Science initiatives. A recent survey produced by my company in collaboration with TechTarget’s Enterprise Strategy Group shows that most organizations understand how to overcome today’s talent shortage. 87% of respondents said that building Data Science skills across domains and lines of business departments is a […]
From Neural Networks to Transformers: The Evolution of Machine Learning
Foundation models like large language models (LLMs) are a vast and evolving subject, but how did we get here? To get to LLMs, there are several layers we need to peel back starting with the overarching topic of AI and machine learning. Machine learning is within AI and it’s simply the process of teaching computers to learn from and make decisions based on data…
2024 Predictions in AI and Natural Language Processing (NLP)
While we were right at the dawn of generative AI this time last year, we didn’t predict quite the profound impact and seismic shift it would create around the world with the introduction of ChatGPT. In our set of 2023 predictions, we did note the potential effect of LLMs, with research showing their ability to self-improve, […]
Three Myths About Generative AI in the Workplace – and How You Can Bust Them
In the past year or so, generative AI has received more media attention than any other type of technology. Up until this point, data science has been at the center of these innovation stories, and rightfully so: None of the next-generation technology tools can work without a strong data science program. As soon as generative […]
Four Perspectives on the Art of Data Analytics
As data science professionals, we are often viewed as people who draw conclusions based only on data and minimize other factors. This perception usually becomes contentious when the insights and evidence from the data are inconsistent with somebody else’s “hypothesis.” Or we are confused and maybe frustrated when “qualitative” analysis trumps quantitative analysis. The next time […]
Why Data Intelligence Is Imperative to Achieve a Clean Energy Future
We should be further along with the consumer adoption of renewable energy. Solar energy has long since emerged as the lowest cost per kWh power source, making it a key puzzle piece in our transition to clean energy. Added to that, the Inflation Reduction Act of 2022 was passed to significantly incentivize private investment into clean energy […]
Supercharging Data Management in the Climate-Risk Sector
The insurance industry and the broader risk management sector have long contended with Data Management issues. Updating and integrating legacy systems while ensuring quality across the board has proved difficult for most people in these fields. For those working in the climate solutions space, Data Management constitutes a challenge because of the diverse and dynamic […]
AI Personalization: Challenges and Practical Strategies for Startups
Personalization is an effective way to drive revenue growth, increase customer engagement, and enhance customer satisfaction. According to a survey by Accenture, 91% of consumers are more likely to shop with brands that recognize, remember, and provide relevant offers and recommendations. In recent years, businesses have recognized the value of personalization in improving customer experience by leveraging […]
Managing a Freelance Data Science Team
In this dynamic era, the freelance economy is experiencing an unprecedented boom, significantly reshaping the work landscape. This shift is leading to the increasing prominence of freelance management, which includes sourcing, coordinating, and retaining independent talent in a strategic manner. This article particularly focuses on how to manage a freelance data science team, a trend […]
Save Time and Streamline Processes with Embedded BI
Ask any enterprise employee what they need most, and they are likely to say “time.” With limited resources and budgets, your team members are being asked to do more with less and to get it all done on time and on budget. If you take the time to ask a follow-up question, you will likely […]