Top 10 ML Algorithms

Q1. What is the fastest machine learning algorithm?

Some of the fastest machine learning algorithms are:

1. Linear regression
2. K-nearest neighbor
3. Naive-Bayes
4. Stochastic Gradient Descent (SGD)
5. Decision Trees

Q2. Which is the most used machine learning model?

Some of the most commonly used machine learning models are:

• Linear Regression
• Logistic Regression
• Random Forests
• Decision Trees

Q3. What are the 5 popular algorithms of machine learning?

5 popular machine algorithms are:

1. Linear Regression
2. Random Forests
3. Support Vector Machines (SVMs)
4. K-means Clustering
5. Decision Tree

Q4. Which ML algorithm is best for prediction?

Linear regression is one of the most commonly used machine learning algorithms used for predictive model building. There are also other ML algorithms used for prediction like decision trees, support vector machines(SVM), neural networks, and gradient boosting methods.

Q5. What are the three types of machine learning algorithms?

Three Types of Machine Learning algorithms are:

1. Supervised Learning
2. Unsupervised Learning
3. Reinforcement Learning

Q6. Which algorithm is more efficient in machine learning?

Depending on the type of task, there can be different machine learning algorithms that are fast and efficient. Some fastest and efficient machine learning algorithms are:

1. Random Forests 
2. XGBoost
3. Linear Regression
4. K-nearest Neighbor(KNN) 

“Computers are able to see, hear, and learn. Welcome to the future.” 

Machine Learning is the future. According to Forbes, Machine learning patents grew at a 34% Rate between 2013 and 2017 and this is only set to increase in coming times. Moreover, a Harvard Business review article called a Data Scientist as the “Sexiest Job of the 21st Century” (And that’s incentive right there!!!). 

In these highly dynamic times, there are various machine learning algorithms developed by data scientists to solve complex real-world problems. These algorithms are highly automated and self-modifying as they continue to improve over time with the addition of an increased amount of data and with minimum human intervention required. So this article deals with the Top 10 Machine Learning algorithms for data science.