Machine Learning

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Decision Tree Classification- A Guide to Supervised Machine Learning Algorithm

Decision Tree Classification- A Guide to Supervised Machine Learning Algorithm

One of the most popular algorithms in Machine Learning are the Decision Trees that are useful in regression and classification tasks. Decision trees are easy to understand, and implement therefore, making them ideal for beginners who want to explore the field of Machine Learning. The following blog is a guide to Decision Tree Machine Learning,…

Difference Between Underfitting and Overfitting in Machine Learning

Difference Between Underfitting and Overfitting in Machine Learning

Machine learning empowers the machine to perform the task autonomously and evolve based on the available data. However, while working on a Machine Learning algorithm, one may come across the problem of Underfitting or overfitting. Both these aspects can impact the performance of the Machine Learning model. Hence, in this blog, we are going to…

Data Processing in Machine Learning

Data Processing in Machine Learning

What Is Data Processing? Data Processing is the process of transforming and manipulating raw data to meaningful insights for effective use in business purposes. It requires different techniques and activities including organising, analysing and extraction of valuable information. Data Processing is done in both manual and automated manner, depending on the type of complexity in…

Classification vs. Clustering

Classification vs. Clustering

Machine Learning is a subset of Artificial Intelligence and Computer Science that makes use of data and algorithms to imitate human learning and improving accuracy. Being an important component of Data Science, the use of statistical methods are crucial in training algorithms in order to make classification. Certainly, these predictions and classification help in uncovering…

How does Facebook use Big Data?

How does Facebook use Big Data?

Data, Analytics, AI, and robotics, today, the tech discussions revolve around these topics. With the significant development technology has made in our life, it has also brought forth some interesting insights. One of them is the large volume of data that we are creating every day. Facebook, which brought the social media revolution, generates around…

L1 and L2 Regularization in Machine Learning

L1 and L2 Regularization in Machine Learning

Machine Learning is the area where computers are given the  ability to learn without being explicitly programmed. Accordingly, it is one of the most exciting technologies that allows computers to think and work like humans, especially having the ability to learn. One of the most effective strategies of Machine Learning is Regularization that avoids overfitting….

Machine Learning Engineer Salary in India

Machine Learning Engineer Salary in India

Machine Learning is the part of Artificial Intelligence and computer science that emphasizes on the use of data and algorithms, imitating the way humans learn and improving accuracy. Machine Learning is becoming increasingly popular and crucial in today’s market for effective productivity and decision-making processes. Moreover, pursuing a career in Machine Learning may open myriad…

How to learn Machine Learning for free?

How to learn Machine Learning for free?

Machine Learning is one of the transforming technologies that has had a ripple effect across the industry domain. ML forms the underlying platform for several new developments. Hence, it has also triggered the demand for ML experts. Acquiring Machine Learning skills can have catalytic impact on your professional growth. However, if you are new to…

Supervised learning vs Unsupervised learning

Supervised learning vs Unsupervised learning

Machine Learning is a crucial part of today’s business world, where technological integration plays a vital role in performing different business functions. Accordingly, Machine Learning allows computers to learn and act like humans by providing data. Apparently, ML algorithms ensure to train of the data enabling the new data input to make compelling predictions and…

An Introduction to Natural Language Processing (NLP)

An Introduction to Natural Language Processing (NLP)

Have you ever wondered how robots work just like human beings? It involves the processing of information and following commands is in the same line as that of the human brain. Do you know what powers this human-like operation? Well, it’s Natural Language Processing that equips the machines to work like a human.  But there…