Machine Learning Lifecycle Webinar
Machine Learning Lifecycle is a process or a series of steps that must be followed to leverage machine learning and artificial intelligence technology. In this webinar, we will explain how to create a good and proper Machine Learning system lifecycle, including activities such as Machine Learning System Design and Structuring Machine Learning projects in accordance with industry standards. Speaker: Azhar Rizki Zulma (Internship Data Scientist BISA AI) Event Schedule: Sunday, April 17, 2022,...
Information Technology Project Management Lab Work 6
Task UsageTask Usage is a feature in Microsoft Project that allows you to schedule working hours for each task. It is adjusted based on the working hours for each day. Task Usage will be connected with Actual Work and Progress Bar, where the hour calculations in Task Usage will be calculated based on Actual Work to determine the details of how many hours the task in the project is completed. Task Usage is typically used to obtain detailed data on the project’s tasks, so that the data can be...
Data Warehouse Lab Work 4
Structured TransformationStructured transformation is the systematic and structured conversion of the original data measurement scale into another form, making it easier to analyze variability in the data. The expected output is also in the form of cleaner and more structured data. In today’s practical session, we will perform a simple data transformation by combining header data with content data separately and changing the data format from CSV to Microsoft Excel format. You can download...
Information Technology Project Management Lab Work 5
Progress BarThe Progress Bar is a feature in Project where it functions to calculate the number of completed work, activities, or tasks. For example, in a task, the Database Architecture process has reached 80% completion. The data of the completed task can be inputted into the relevant task using the Progress Bar feature. Actual WorkActual Work is a feature in Project that functions almost similarly to the Progress Bar, but with the note that Actual Work is adjusted based on the percentage...
Data Warehouse Lab Work 3
Output DataOutput Data is the action of storing data from transformation results or data created automatically in Pentaho. In Pentaho Spoon, Output Data can be done in many ways and in any format, but the most commonly used ones are as follows: Database (Directly inputted into the Database) CSV TXT XML JSON Microsoft Excel In this practical, you will learn how to output data in Text and CSV formats because these two formats are the most common for data storage. Database storage will be...
Information Technology Project Management Lab Work 4
Nested TaskNested Task is a branching task where within a main task, there are other tasks (Sub Tasks). Nested Task is usually used to classify many similar tasks (Sub Tasks) into a main task. For example, in the case of development activities, where within the development activity, there are many other activities such as creating a database architecture design, creating the front-end view of the application, creating functions and features of the application, and also conducting debug...
Data Warehouse Lab Work 2
Data InputData input is an action of entering data into a system, where the data can then be stored, manipulated, or processed. Inputting data in Spoon can be done in various formats, and the tools provided in Spoon are quite comprehensive and diverse. Among the data storage formats that can be input are: SQL CSV TXT XML JSON Microsoft Excel Input can be done in an unlimited manner with the data storage formats mentioned above. Besides these formats, there are many other ways, but the most...
Information Technology Project Management Lab Work 3
PredecessorPredecessor is the relationship between tasks/activities in a project, which means that if one task/activity experiences a time change, then automatically the other tasks/activities will also change accordingly. Relationship Between TasksThere are 4 types of relationships between tasks in Microsoft Project and in project management in general: FS: Finish to Start ==> Task ‘2’ can start after task ‘1’ is completed. FF: Finish to Finish ==> Tasks ‘1’ and ‘2’ finish...
Data Warehouse Lab Work 1
Message Box & Data Transformation in SpoonData warehouse is a type of data management system designed to enable and support business intelligence (BI) activities, especially analytics. A data warehouse is solely intended for querying and analysis and often contains a large amount of historical data. Data in the data warehouse typically comes from various sources such as application log files and transactional applications. The data warehouse centralizes and consolidates a large amount of...
Information Technology Project Management Lab Work 2
Introduction to Microsoft Project ToolbarThe toolbar is a set of tools that can be used to manage project management later. Task Page (Gantt Chart)Task Page or widely known as Gantt Chart is a page where we can create a task and edit tasks along with the project management schedule that we have created earlier. Timeline PageThe Timeline Page is a page that will display a Task bar according to the dates of the project. TaskA Task is an activity in a project; in Microsoft Project, a Task...
