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Automation and its impact on Predictive Analytics-Creating the Analytical File-Part 2

In my last article, I discussed the increasing impact of automation on business and the displacement of jobs. With artificial intelligence looming as the ultimate disruptor, the overall theme of job displacement has shifted more towards knowledge-intensive jobs which would of course include data scientists. The article ended on the note that this article would…

Automation and its impact on Predictive Analytics-The increasing importance of the hybrid-Part 3

In my last article, I discussed the increasing impact of automation and its actual impact in creating the analytical file. As any data scientist knows, this component or stage of the data science process can typically represent well over 80% of actual project time with 90% not too being too atypical. With artificial intelligence (AI)…

Artificial Intelligence, Automation, and Predictive Analytics(Part 1)

Artificial intelligence seems to be the latest term which is capturing the not only the predictive analytics discipline’s attention but the general public as well as seen by the many articles in much of the mainstream media. The best selling business author, Tom Davenport, author of “Competing on Analytics” and “Analytics at Work” shared his…

The Data Scientist: Specialist or Generalist

As a practitioner with over 30 years of experience in the field, the discipline of data science has evolved dramatically. As I have discussed at length in previous articles and in my book, the approach and process in conducting data science exercises has not changed. Yet technology has transformed the discipline in that many tasks…

Artificial Intelligence, Automation, and Predictive Analytics(Part 1)

Artificial intelligence (AI) seems to be the latest term which is fostering great attention and publicity amongst the general public as demonstrated by the many articles in much of the mainstream media. For example, AI is the cover story in the most recent edition of The Economist .Yet, for experienced analytics practitioners in marketing and…

Automation and its impact on Predictive Analytics-Creating the Analytical File-Part 2

In my last article, I discussed the increasing impact of automation on business and the displacement of jobs. With artificial intelligence looming as the ultimate disruptor, the overall theme of job displacement has shifted more towards knowledge-intensive jobs which would of course include data scientists. The article ended on the note that this article would…

Automation and its impact on Predictive Analytics-The increasing importance of the hybrid-Part 3

In my last article, I discussed the increasing impact of automation and its actual impact in creating the analytical file. As any data scientist knows, this component or stage of the data science process can typically represent well over 80% of actual project time with 90% not too being too atypical. With artificial intelligence (AI)…

Artificial Intelligence, Automation, and Predictive Analytics(Part 1)

Artificial intelligence seems to be the latest term which is capturing the not only the predictive analytics discipline’s attention but the general public as well as seen by the many articles in much of the mainstream media. The best selling business author, Tom Davenport, author of “Competing on Analytics” and “Analytics at Work” shared his…

The Data Scientist: Specialist or Generalist

As a practitioner with over 30 years of experience in the field, the discipline of data science has evolved dramatically. As I have discussed at length in previous articles and in my book, the approach and process in conducting data science exercises has not changed. Yet technology has transformed the discipline in that many tasks…

Artificial Intelligence, Automation, and Predictive Analytics(Part 1)

Artificial intelligence (AI) seems to be the latest term which is fostering great attention and publicity amongst the general public as demonstrated by the many articles in much of the mainstream media. For example, AI is the cover story in the most recent edition of The Economist .Yet, for experienced analytics practitioners in marketing and…