Machine Learning: There are many market trends that, when least expected, turn into reality. Technological development has recently guided the improvement of various corporate processes.
Cloud technology is about to prove it. In this context, every manager must know what machine learning is. More than ever, he should know why this concept has become so relevant in the current scenario.
You may have noticed that the dream world of cinematic science fiction is no longer so surreal. This is partly due to the advancement of AI (artificial intelligence), which derives from the quantity and variation of complex systems.
If you pay close attention, you’ll see that AI is catching on in several areas. While it is present in everyday activities, it is vital for the industrial sector that uses cutting-edge technology.
What does machine learning have to do with all this? Here’s what you’ll know next! Undoubtedly, exhausting the topic in a single post would be too pretentious. Instead, we’ll cover the concept in its main nuances.
What Is Machine Learning, And How Did This Concept Come About?
Starting at the end, let’s take a quick look at the history of machine learning. First of all, it is necessary to make a quick reference to ENIAC, an acronym that, in Portuguese, would be “electronic numerical integrator computer.” The critical point here is how such a system works: manually. Think of a machine limited to performing calculations.
It was only in 1950 that the first attempts to improve the performance of these machines began. At the end of the same decade, Arthur Samuel, an IBM programmer, developed a system beyond performing calculations.
The machine used by the system began to deepen the relationship with the commands it received. A mere game of checkers proved this. Noticing that the system had developed a strategy to defeat him, Samuel defined it as a learning experience. As it involved a machine, the expression machine learning emerged.
Therefore, if we could summarize what machine learning is, we could say that it is about the self-learning of machines. There is an essential detail in all of this: when we talk about self-learning, we are referring to the absence of specific programming.
How Does The Cloud Technology Deployment Process Work?
It is not enough to acquire software that uses cloud technology; the company must be prepared to use it, and only in this way will all the benefits above be taken advantage of.
The first step in implementing the technology is to promote a culture of innovation in the company, hold meetings and explain how the cloud works and its advantages so that employees will feel motivated to use the novelty. It is essential to communicate to all departments about the project, including:
- the new usage and access policies;
- new collaboration rules;
- how the cloud contributes to the routine of employees;
- strategic positioning that the company wants to achieve.
Subsequently, the company needs to identify a technology supplier capable of satisfying its needs, a process that will be explained in the next topic.
After choosing the vendor, managers must create schedules for staff training and cloud software implementation. Establish plans and goals to be met and apply performance indicators (KPIs) to measure results.
The change mustn’t be abrupt but gradual, so introduce the difference in one sector of the company and later expand the technology to the remaining teams.
How Important Is The Supplier Company To The Success Of The Investment?
Every company has specific needs that need to be met, so it’s essential to look for a supplier capable of satisfying them. Evaluate the market options and choose the platform with good experience and the most comprehensive uses. To do this, study the following characteristics of the business:
- presentation of success cases ;
- providing training programs or distance education ( EAD ) to train its employees;
- Market influence and having connections and partnerships ;
- presentation of humanized and personalized service ;
- That offers a wide range of cloud solutions for your company, such as the accounting, financial, people and transportation sectors.
From this content, you can see how cloud technology provides several advantages to the business: it reduces costs, increases productivity, brings more significant customer satisfaction, and allows the company to develop more healthily! This also demonstrates how it can be a competitive advantage over competitors who have not yet updated their business model to work with this tool.
Also Read: Understand The Benefits Of Machine Learning!