I write columns on news related to bots, specially in the categories of Artificial Intelligence, bot startup, bot funding.I am also interested in recent developments in the fields of data science, machine learning and natural language processing ...
Full BioI write columns on news related to bots, specially in the categories of Artificial Intelligence, bot startup, bot funding.I am also interested in recent developments in the fields of data science, machine learning and natural language processing
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The Machine Learning Era Has Arrived
- Talent -- 76% of the first movers have redefined jobs to focus on machine learning versus only 35% of others surveyed. Also, 30% of first movers have put in place plans for workforce size related to machine learning compared to 15% of others.
- Better business processes -- 72% of the first movers have developed a roadmap of future process change versus only 33% of others. They accomplished this by developing methods of monitoring mistakes made by machines and implemented policies to ensure the accuracy of the data.
- Forward looking -- The first movers are more focused on innovation than others (70% versus 54%). Also, 50% are automating routing processes and 46% are digitizing processes, compared to 33% and 27% respectively.
- Strong technology -- Across the board, the first movers were way ahead on the use of new technology. The data shows:
- Analytics -- 93% versus 62%
- Cloud -- 96% versus 53%
- Mobile -- 70% versus 50%
- IoT -- 70% versus 31%
- Modernizing infrastructure is clearly a key to machine learning success
- High expectations -- 87% of first movers expect machine learning to grow the top line versus only 67% of others. The lesson here is to set the goals high and work toward them.