DataMites Offical Blog Resources for Data Science

With the advent of several smart technologies that aid to guide human affairs for smooth operation, the world is currently seeing a dramatic shift in technological progress. Singapore has managed to retain its position as one of the world’s top tech innovation hubs, outside of Silicon Valley in San Francisco. Singapore wants to be seen as the centre of innovation, ...

K_nearest neighbor (KNN) is a supervised algorithm, that can solve both classification and regression tasks. Since it does not have a specialized training phase, it is called a lazy learning algorithm. It uses all the data for training while classifying a new data point. Why do we need a K-NN Algorithm? Let’s assume that we have two categories, Category A ...

The study of and involvement in artificial intelligence research has increased dramatically during the past ten years on a global scale. Worldwide interest has impacted ongoing research and development, which is what is causing this technology to be used and developed indefinitely. What is machine learning? How does it work? The field of artificial intelligence includes machine learning. Instead of ...

Artificial intelligence research and involvement have increased dramatically during the past ten years on a global scale. The continuous use and growth of this technology are being driven by consistent research and development, which has been affected by the global interest in it. What is Machine Learning? Machine learning (ML) is a field of artificial intelligence (AI) that gives computers ...

Data science, the newest buzzword in the computer sector, promises big wages and quick career advancement. However, what exactly is data science? Is that a smart professional choice? Data scientists look at the information’s origins, the patterns that emerge when data is combined to tell interesting tales, and the implications of these patterns for business outcomes. Demand for data science ...

Technology and data collection methods have advanced, allowing for the data’s ever-increasing accessibility. Among knowledgeable individuals and businesses that concentrate on gathering data and deriving valuable insights from it to support business growth, data science is a popular issue. What does data science entail? Data Science is a technique that uses algorithms, scientific methodologies, and statistics to extract only significant ...

Massive data science aspects, particularly those involving big data, have gained tremendous importance as a result of the growth of a lot of data. Though large data solutions tended to focus more on organising and pre-processing the data than on analysing them, data science is not just restricted to big data. What is data science? Who are data scientists? By ...

The practically infinite amount of available data, affordable data storage, and the advancement of less expensive and more powerful computing have fueled the expansion of ML. Many sectors are now building more robust models capable of evaluating larger and more complicated data sets while providing faster, more accurate results on massive sizes. What is Machine Learning? Machine learning is the ...

Introduction to SVM: In Machine Learning we have multiple supervised algorithm models available when it comes to solving both regression and classification. Support Vector Machines(SVM) is one of the most popular Supervised Machine Learning Algorithms that can analyze the data and solve both classification and Regression problems. However, this algorithm is actually widely used for Classification Problems. SVM is actually ...

Data science is a fantastic profession with a tonne of room for future growth. The great demand for skilled workers persists, and the six-figure pay, a long list of benefits, and high job satisfaction levels bear this out. Companies are continually looking for data-savvy candidates who can help them use all this information to create successful data-driven decisions. By 2030, ...