The Flutter Handbook. How to build a successful Flutter application?
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Machine learning is a technique that allows computers to learn without the need for programming. It’s an area of AI (Artificial Intelligence) and computer science that focuses on using data and algorithms to mimic the way people learn intending to steadily improve accuracy.
Because machine learning and deep learning are often used interchangeably, it is important to understand the difference. Artificial intelligence includes subfields such as machine learning, deep learning, and neural networks. On the other hand, deep learning is a branch of machine learning, while the neural network is a branch of deep learning.
Deep learning involves several layers of neural networks and makes extensive use of complex data sets. Neural networks are made of clusters that work together to produce the intended outcome. It mimics the neurons of the human brain.
There are three machine learning models: supervised learning, unsupervised learning, and reinforcement learning.
Supervised learning algorithms create a computational formula of a set of data that includes both inputs and intended outputs. The data is referred to as training data, and it consists of a collection of training instances.
Unsupervised learning algorithms take a collection of data with just inputs and detect structure in it, such as data point grouping or clustering. As a result, the algorithms learn from unlabeled, unclassified, and uncategorized test data.
Reinforcement learning is a type of machine learning that studies how intelligent agents should operate in a given environment to maximize the concept of cumulative reward.
To learn more about machine learning, see the blog posts below.
April 24, 2023 - 9 min read
The recent development of AI is rapidly changing the digital landscape and providing companies with new ways to improve their offerings. And artificial intelligence (AI) integration into preexisting mobile or web apps can significantly enhance user experience, efficiency as well as overall functionality.Read more
November 22, 2022 - 7 min read
The healthcare industry is currently one of the fastest-growing industries on the market. Since the Covid-19 outbreak, one of its branches, due to its specificity and wide range of applications, has gained particular popularity –…Read more
November 21, 2022 - 4 min read
Many professionals have been using the phrase “machine learning” in recent years. Quite rightly so, as it might revolutionize a lot of markets. Algorithms that can “learn” from data and get better at their tasks…Read more
July 22, 2022 - 6 min read
Python’s been in the game for a long time. Everything from recommendation systems to the software that runs self-driving vehicles has been developed using Python, one of today’s most widely used programming languages. According to…Read more
October 28, 2021 - 5 min read
The insurance companies have faced several challenges in the last 2 years, including the global pandemic, severe workload, a shortage of highly skilled people, continuously changing circumstances, and a global trend toward remote work. But…Read more
August 30, 2021 - 7 min read
We live in a digital age and we increasingly use mobile devices to solve the majority of our daily problems. They have grown significantly to support technological expansion. And what continues to grow as well,…Read more
August 25, 2021 - 8 min read
Technology is our future in human life. Advancements in these sectors have continued to change the society we live in throughout the years, and it shows no signs of slowing down. Due to the current…Read more
February 8, 2021 - 6 min read
It’s hard not to notice that the global pandemic has significantly impacted our lives by bringing work into our homes, changing our habits and ways of spending our free time. At Applover, during remote meetings…Read more
December 21, 2020 - 8 min read
What a difference a year makes. The COVID-19 pandemic and resulting economic fallout radically shifted consumer and employee needs, habits, and expectations, while compelling virtualization of insurer operations practically overnight. The mobile year lasts, and…Read more