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177. Data-Driven Decisions: Insights from 'Winning with Data Science’ with Howard Friedman and Akshay Swaminathan
Manage episode 419364047 series 3457329
Join Hannah Munro in this episode of CFO 4.0 as she delves into the power of data science with Howard Friedman and Akshay Swaminathan, authors of "Winning with Data Science." This episode is packed with expert insights on how CFOs and finance leaders can leverage data to make smarter decisions and drive their organisations forward.
In this episode:
- Learn the essentials of data science and how it can influence decision-making processes in business.
- Howard and Akshay share their diverse experiences and paths to becoming data science experts.
- Techniques and tools that can enhance accuracy in forecasting future business needs.
- Discussing the practical application of AI and machine learning in business settings and their real-world efficacy.
- How to handle and interpret data correctly, avoiding common pitfalls like biases and misinterpretation.
- Strategies for integrating data science into business operations to improve outcomes and efficiency.
- Concrete advice for CFOs on implementing robust data-driven strategies within their organisations.
Links mentioned:
- Howard's Linkedin
- Akshay's Linkedin
- Learn more about Howard's work
- Learn more about Akshay's work
- Howard & Akshay's book "Winning with Data Science."
- Explore other CFO 4.0 Podcast episodes here.
- Subscribe to our Podcast!
Chapters
1. Transforming Finance With Data Science (00:00:00)
2. AI, Bias, and High-Quality Data (00:13:12)
3. Navigating AI and Data Challenges (00:17:17)
4. Improving Forecast Accuracy With Data Science (00:31:15)
5. Data Analysis Best Practices and Tips (00:36:39)
182 episodes
Manage episode 419364047 series 3457329
Join Hannah Munro in this episode of CFO 4.0 as she delves into the power of data science with Howard Friedman and Akshay Swaminathan, authors of "Winning with Data Science." This episode is packed with expert insights on how CFOs and finance leaders can leverage data to make smarter decisions and drive their organisations forward.
In this episode:
- Learn the essentials of data science and how it can influence decision-making processes in business.
- Howard and Akshay share their diverse experiences and paths to becoming data science experts.
- Techniques and tools that can enhance accuracy in forecasting future business needs.
- Discussing the practical application of AI and machine learning in business settings and their real-world efficacy.
- How to handle and interpret data correctly, avoiding common pitfalls like biases and misinterpretation.
- Strategies for integrating data science into business operations to improve outcomes and efficiency.
- Concrete advice for CFOs on implementing robust data-driven strategies within their organisations.
Links mentioned:
- Howard's Linkedin
- Akshay's Linkedin
- Learn more about Howard's work
- Learn more about Akshay's work
- Howard & Akshay's book "Winning with Data Science."
- Explore other CFO 4.0 Podcast episodes here.
- Subscribe to our Podcast!
Chapters
1. Transforming Finance With Data Science (00:00:00)
2. AI, Bias, and High-Quality Data (00:13:12)
3. Navigating AI and Data Challenges (00:17:17)
4. Improving Forecast Accuracy With Data Science (00:31:15)
5. Data Analysis Best Practices and Tips (00:36:39)
182 episodes
All episodes
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