A machine learning development company is a organization that specializes in creating ML algorithms and applications. These companies typically have a team of engineers who create and design the algorithms, and data scientists on staff who are responsible for preprocessing and ensuring the information is suitable for training.
Engineers and data scientists may sound like similar positions but data scientists are responsible for a wide range of assignments, including data prep, feature mining, model choice, and parameter modification. They also play a key role in debugging the models and troubleshoot any errors that may occur during the training procedure.
Machine learning companies are normally divided into two groups: “data-driven” companies and “algorithm-driven” companies. Data-driven companies focus on obtaining value from large amounts of records. Algorithm-driven companies, on the other hand, focus on expanding new machine learning algorithms and improving existing ones.
You’d be surprised at the amount of machine learning companies there are to choose from, ranging from small startup business to massive tech firms. Some examples of businesses that you already know and use on daily basis include Google, Amazon, Facebook, and IBM.
There is currently a great demand in the market for ML experts. If this career sound interesting to you, it is important to learn all about machine learning algorithms and applications.