DataMites Offical Blog Resources for Data Science

Introduction: Machine learning is facilitating computers to equip and address all the tasks that have been until then performed by man. Machine learning has been a driving force in triggering technological developments in the world. From driving cars to translating speech, machine learning is igniting an eruption in the field of artificial intelligence – creating sense out of the complex ...

Data is changing the face of our world by being the key component in various businesses. Making organizational decisions based on data would benefit the business in its growth. Python remains to be the most popular programming language for data analysis as well as in the field of Data Science. Python is equipped with many libraries, which are used to ...

What do you know about Artificial Neural Network? A Neural Network is a chain of algorithms that attempts to recognize underlying relationships in an array of data by mimicking the way the human brain operates. Neural Networks can either be biological or artificial, that is they can be formed by biological neurons or artificial neurons. Artificial Neurons can be used ...

Logistic Regression is a Supervised Machine Learning Algorithm utilized for classification. Examples for classification include: Email spam or ham, will buy or not buy a product, disease predictions such as cancerous or noncancerous cells. Logistic regression is a Probability problem. Meaning that the outcome of the algorithm is between 0 and 1. It maintains a threshold value to classify the ...

Machine learning is a field of AI that includes specialized algorithms that learn through experiences. Here experiences are nothing but data. Data and corresponding output are fed to the algorithms. Subsequently, algorithms learn and make predictions. Those predictions could be answering whether an animal in a photo is a cat or a dog, spotting people wearing masks and maintaining social ...

Sentiment Analysis is the use of Natural Language Processing, analysis of text, linguistics computation and follows a strict process of identifying, extracting, and quantifying the things with respect to any analysis that can be applied to many of the current relatable situations eg:-Twitter Analysis The major process in sentiment analysis is identifying the text of the sentence, has it may ...