Are you an aspiring data scientist looking for a structured learning path? We’ve put together a complete data science roadmap to help you reach your goals. Through a series of milestones, this roadmap will serve as a step-by-step guide throughout your data science learning journey. To be a data scientist, you need a mix of […]
Introduction Artificial Intelligence has been witnessing a monumental growth in bridging the gap between the capabilities of humans and machines. Researchers and enthusiasts alike, work on numerous aspects of the field to make amazing things happen. One of many such areas is the domain of Computer Vision. The agenda for this field is to enable […]
Introduction Human crowd detection is one of the widely used features by governments and organizations these days, to control crimes or to detect if there are cases of fainting or to identify any movement around premises. The proposed system was implemented using OpenCV and YoloV5 with python to detect a person’s movements. To implement this […]
Neither Titanic dataset nor sklearn a new thing for any data scientist but there are some important features in scikit-learn that will make any model pre-processing and tuning easier, to be specific this notebook will cover the following concepts ColumnTransformer Pipeline SimpleImputer StandardScalar OneHotEncoder OrdinalEncoder GridSearch The dataset used in this article can be found […]
Date and Time are part of almost any dataset data scientist, data engineer, or data analyst will work on, so to know how to handle this kind of data is a crucial skill which will save you a lot of time and effort. In this tutorial, we will discuss various methods in handling dates and […]
Data preparation and data discovery consume a great amount of time in any data science or data analytics job, one of the solutions is to write a template script that you can use in this phase of your job, but what about adding interactive controls and dynamic controls into your scripting wouldn’t that be great?, […]
Amazon Simple Storage Service (Amazon S3) is an object storage service that offers industry-leading scalability, data availability, security, and performance. S3 storage well fit in different use cases, such as websites, mobile applications, backup and restore, archiv2e, enterprise applications, IoT devices, and big data analytics. Amazon S3 provides easy-to-use management features so you can organize […]