Machine learning and data science have been gaining a lot of traction in the recent decade. We see numerous applications in self-driving cars, spam filtering, detecting defects in manufacturing units, and face recognition. Furthermore, it is estimated that companies can reach a high worth if they are successful in implementing…

Understanding the use of various libraries in python and machine learning is handy for professionals in the field of data science. It makes life easier for data scientists or machine learning engineers. — Candidates who pursue masters in data science and machine learning are in high demand, especially by industries in automobile or retail industries. Furthermore, having experience in the field can add a lot of credibility and trust in your competency for these roles. …

Learning the purpose of data science can be useful, especially in order to create a business impact in the organization. — A large number of corporations are moving toward the field of data science and machine learning. There are industries ranging from pharmaceuticals, retail, manufacturing, and automobile industries that are seeking ways to promote their products and services with the use of intelligent systems driven by artificial intelligence. To make things…

While the performance of a machine learning model can seem impressive, it might not be making a significant impact to the business unless it is able to explain why it has given those predictions in the first place. — A lot of work has been done with the hyperparameter tuning of various machine learning models in order to finally get the output of interest for the end-business users so that they can take actions according to the model. While your company understands the power of machine learning and determines…

Understanding what bias actually is and taking the right steps to prevent it can be quite useful in the field of data science. — Well, the company has spent a significant amount of revenue to help grow their business with the aid of machine learning. As a person who is mostly involved in the data cleaning and data preparation along with performing valuable predictions for the company, there is one more important factor to…

With the help of artificial intelligence and machine learning, it is possible to predict Airbnb house prices depending on location, room type, and reviews. — Airbnb is a solid company that allows users to book rooms for guests and also allows them to access the conditions by letting them know about the previous reviews by people who have stayed at the location. If you are a person who is using Airbnb to host rooms for…

Learn various ways in which you can possibly earn (as a data scientist or a machine learning engineer) income apart from just your regular job — There are a large number of job openings for data scientists or machine learning engineers. If you are in the journey of becoming one, ensure that you get a masters or a PhD Degree from top universities along with having the right amount of practical experience for the job. Furthermore…

The real-world impact that a project makes with the use of machine learning and data science can be a game changer when it comes to interviewing for data science and machine learning related positions. — There are many websites and blogs that highlight the importance of building portfolios to land your first machine learning or data science job provided that you do not have enough experience. While this could not be further from the truth, it is also important to consider how much of an…

Understanding the latest trends and developments taking place in the field of machine learning and artificial intelligence can have a good impact in the way we try to learn about the ML use cases and tools. — When we look at the present, there are powerful applications of artificial intelligence in diverse fields such as in agriculture, retail, manufacture and automobile industries. Furthermore, there are newer and much more sophisticated applications being developed in the aeronautics industry as well along with many others. In light of this…