When it comes to the advancement of technology, artificial intelligence (AI) is one of the technologies often discussed in tech circles. The recent advances in neural networks have made this technology exciting and have presented new opportunities for future growth. At the same time, it has increased areas where AI can be applied. While this advancement in neural networks is a good thing for AI, planning is also an area that must always be considered to deal with the limitations of this technology.

From small to large enterprises, everyone in the business world wants to jump on the machine learning bandwagon. This can be seen from the Gartner 2019 CIO survey, which found that 37% of organizations have implemented some form of artificial intelligence (AI) or machine learning (ML) in their operations. This represents a significant shift in the business landscape as organizations seek to make their service provision better. While many people may think only the big brands are implementing these technologies, do not be fooled that AI and ML are not good for small businesses. Small businesses are set to benefit more from AI and ML than bigger ones. Here are some ways that ML is helping small businesses.

If you have ever completed a data science project, then you probably realized at some point that achieving even 80% accuracy is not that bad. However, in the real world, such a thing is not allowed and will not cut it. As such, there is always the urge to improve accuracy in algorithms and the results through different checks and actions that offer the right ways to enhance machine learning performance that will lead to better quality. Here are some techniques to make your machine learning efforts effective.