Cogito : Machine Learning Training Data Work in the Real World

Cogito : Machine Learning Training Data Work in the Real World

What is Machine Learning?

• Machine Learning is a type of Artificial Intelligence that allows computer application become more accurate in predicting outcome without being explicitly performed i.e. automatically. • It uses algorithm that pick-up data to build predictive models that choose where to look insight. • Machine learning relies on Data; the more the data, more effective machine learning is.

Machine Learning Algorithms Broadly, there are 3 types of Machine Leaning Algorithm: • Supervised Learning • Unsupervised Learning • Reinforcement Learning

Common Machine Learning Algorithms Here is the list of commonly used machine learning algorithms. These algorithms can be applied to almost any data problem • Linear Regression

• K – Nearest Neighbor

• Logistic Regression

• K – Means

• Decision Tree

• Random Forest

• Support Vector Machine (SVM)

• Dimonsionality Reduction Algorithm

• Naive Bayes

• Gradient Boosting Algorithm

Machine Learning Categories Another categorization of machine learning tasks arises when one considers the desired output of a machine-learned system: • In Classification, inputs are divided into two or more classes, and the learner must produce a model that assigns unseen inputs to one or more (multi-label classification) of these classes.

• In Regression, also a supervised problem, the outputs are continuous rather than discrete.

• In Clustering, a set of inputs is to be divided into groups.

• Density estimation finds the distribution of inputs in some space.

• Dimensionality reduction simplifies inputs by mapping them into a lower-dimensional space.

Applications of Machine Learning •Advertising & Business Intelligence

• Surveillance System

•Facial Recognition

• Filtering Algorithms

•Optical Character Recognition

• Online Fraud Detection

•Product Recommendation Engines

•Email Spam and Malware Filtering

•Autonomous Vehicles

•Network Intrusion Detection

•Prediction of Equipment Failures

Learn Machine Learning With Cogito Machine Learning Work in the Real World

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