• Certificate Program in Data Science and Machine Learning
  • POST GRADUATE DIPLOMA IN MANAGEMENT
    Co-created with BIMTECH
    4.8 out of 6071 learners
    2x industry demand
  • PROFESSIONAL CERTIFICATION IN SUPPLY CHAIN MANAGEMENT AND ANALYTICS
    Co-created with IIT Roorkee
    4.8 out of 5 by 469 learners
    4x
  • CERTIFICATION IN ARTIFICIAL INTELLIGENCE and MACHINE LEARNING
    Co-created with E&ICT Academy, IIT Guwahati
    4.8 out of 5 by 621 learners
    4x industry demand
  • POST GRADUATE PROGRAM IN DATA ANALYTICS and MACHINE LEARNING
    4.8 out of 5 by 3278 learners
    14 X industry demand

Top 5 Commonly Used Supervised Machine Learning Algorithms

Machine learning algorithms can let machines do surgery, play chess, and become more intelligent and human-like. We are in an era of continual technological advancement, and by seeing how computers have developed through time, we may make predictions about what will happen in the future. 

The democratization of computer tools and methods is among the revolution's key distinguishing characteristics. Data scientists have created powerful data-crunching computers during the last five years by effortlessly implementing cutting-edge methodologies. The outcomes are astonishing.

Supervised machine learning algorithms are the common ways to solve problems in supervised classification. Supervised machine learning algorithms operate on both sets of data by finding patterns within supervised learning algorithms to classify new unseen unlabeled datasets.

5 COMMON MACHINE LEARNING ALGORITHMS 

 

  • Linear Regression

 

One of the well-understood algorithms in statistics and machine learning is linear regression. At the price of explainability, predictive modeling primarily focuses on reducing a model's error or producing the most precise forecasts. 

 

  • Logistic Regression

 

Don't be misled by the name! It is a classification method rather than a regression one. Based on a collection of independent variables, it estimates discrete values (binary values like 0/1, yes/no, and true/false) (s). It determines the likelihood that an event will occur by fitting data to a logit function. It is known as logit regression as a result. As a result of predicting the likelihood, its output values range from 0 to 1.

 

  • K-Means

 

It is a technique for unsupervised learning that addresses clustering issues. Data sets get divided into a certain number of clusters— let's call it K—in such a way that each cluster's data points are homogeneous and heterogeneous from those in the other clusters.

 

  • Decision Tree

 

Nowadays, a widely used machine learning algorithm is the decision tree algorithm, a supervised learning technique used to categorize issues. For both categorical and continuous dependent variables, it performs well when categorizing. 

 

  • Dimensionality Reduction Algorithms

 

Businesses, governments, and research institutions store and analyze enormous volumes of data in the modern world. As a data scientist, you know that a wealth of information gets included in this raw data; the difficult part is identifying important patterns and variables.

Explore Machine Learning and Artificial Intelligence Course with Imarticus Learning.

Attend the E & ICT Academy deep learning Artificial Intelligence certificate program to discover how to become an AI engineer. This machine learning certification will help students prepare for careers as data scientists, data analysts, machine learning engineers, and AI engineers.

Course Benefits For Learners:

  • To get practical industrial experience and prepare for a fulfilling data science career, students work on 25 real-world projects.
  • You may amaze employers and demonstrate your talents with a certificate authorized by the E & ICT Academy, IIT Guwahati, and an Imarticus Learning-endorsed credential.
  • This artificial intelligence course will help students land lucrative jobs in machine learning and artificial intelligence.

Contact us through the chat support system, or drive to our training centers in Mumbai, Thane, Pune, Chennai, Bengaluru, Delhi, Gurgaon, or Ahmedabad.

For Online Course Enquiries
About Imarticus
Imarticus Learning is India’s leading professional education institute that offers training in Financial Services, Data Analytics & Technology. We’ve successfully transformed careers of over 35,000+ individuals globally through our Certification, Prodegree, and Post Graduate programs offered in association with leading and renowned global organisations in the Financial Services, Data Analytics & Technology domain.
Related course
  • Certificate Program in Data Science and Machine Learning
    Course duration()
    Upcoming batches
    1
    Organizations enrolled
    20
    Upcoming Batches
    Date Location Schedule
    Date Location Schedule
  • Finance
    POST GRADUATE DIPLOMA IN MANAGEMENT
    Co-created with BIMTECH
    Course duration(Months)
    24
    Upcoming batches
    1
    Organizations enrolled
    20
    4.8 out of 6071 learners
    2x industry demand
    Upcoming Batches
    Date Location Schedule
    3rd August Live Instructor - Led Training Online
    Date Location Schedule
  • Analytics
    PROFESSIONAL CERTIFICATION IN SUPPLY CHAIN MANAGEMENT AND ANALYTICS
    Co-created with IIT Roorkee
    Course duration()
    Upcoming batches
    1
    Organizations enrolled
    20
    4.8 out of 5 by 469 learners
    4x
    Upcoming Batches
    Date Location Schedule
    21st November ONLINE Online
    Date Location Schedule
  • Placement Assistance
    CERTIFICATION IN ARTIFICIAL INTELLIGENCE and MACHINE LEARNING
    Co-created with E&ICT Academy, IIT Guwahati
    Course duration(Months)
    8
    Upcoming batches
    1
    Organizations enrolled
    20
    4.8 out of 5 by 621 learners
    4x industry demand
    Upcoming Batches
    Date Location Schedule
    23rd October ONLINE Online
    Date Location Schedule
  • Post Graduation
    POST GRADUATE PROGRAM IN DATA ANALYTICS and MACHINE LEARNING
    Course duration(Months)
    5
    Upcoming batches
    1
    Organizations enrolled
    20
    4.8 out of 5 by 3278 learners
    14 X industry demand
    Upcoming Batches
    Date Location Schedule
    30th October CHENNAI Weekend
    Date Location Schedule