computer science vs computer programming

COMPUTER SCIENCE VS MACHINE LEARNING difference you should know Computer Science Computer Science does not only apply to computers. Also, computer science mostly deals with computer design and computer programming. Specifically, Computer Science includes numerical analysis, computer systems, artificial intelligence, and networks. Machine Learning Machine learning is one of the key computer science fields where various statistical methods are used to make the computer learn instantly. However, ML is an interface used in Artificial Intelligence. Computer Science vs Machine Learning Computer science Machine Learning Most of the input data generated as Input data for Machine Learning will be transmitted specifically for algorithms Input Data human consumable data. used. Highly RAM and SSDS used to be In fact, ML Used more powerful versions Hardware overcome. like TPUS. specification Computer science includes tasks like understanding requirements. Machine Learning includes learning patterns from historical data. Scope System complexity Components for handling unstructured raw data coming. But major complexity is with algorithms and mathematical concepts behind that. Key difference Computer science vs Machine Learning Data Science programs span the entire data lifecycle and usually have the following components to compass: STEP STEP STEP STEP STEP 01 02 03 04 05 Automating intelligence Deployment in production Automated decisions Data Dashboards visualization and BI mode Machine Learning modeling starts with the data being available, and typical components You can do whatever, you want because you manage this unit-read files, write files, speak directly to databases, etc. 01 Select a model and train Quality Assessment 02 03 Explore Data Prepare data 04 www.codeavail.com