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IBM Data Engineering

Course 1: Introduction to Data Engineering– Offered by IBM. This course introduces you to the core concepts, processes, and tools you need to know in order to get a foundational … Enroll for free. Course…

Build a Real-time Stock Market Dashboard using Power BI

In this 1 hour long project, you will build an attractive and eye-catching personal stock dashboard that is able to fetch the prices of stocks and cryptocurrencies in real-time. We will be using one of…

Data Science on Google Cloud

Activities in these self-paced labs are derived from the exercises from the book Data Science on Google Cloud Platform by Valliappa Lakshmanan, published by O’Reilly Media, Inc. In this first Google Cloud Labs Series, covering…

Fundamentals of Machine Learning for Supply Chain

Introduction to Programming Concepts and Python Practices Welcome to the course! In this first module, we’ll learn about the fundamentals of programming and Python. We’ll start with basic data structures, functions, and loops and then…

Capstone Project: Predicting Safety Stock

Exploratory Data Analysis Using Pandas and Groupby In this module, we’ll get acquainted with our dataset by exploring some of the most obvious groupings and identifying the variation in products. We’ll discover which products sell…

Demand Forecasting Using Time Series

A First Glance at Time Series In this module, we’ll get our feet wet with time series in Python. We’ll start by getting familiar with where time series fits in to the machine learning landscape….

Learning SAS: Creating Formats and Labels

Project Overview Welcome to Learning SAS: Creating Formats and Labels. In this project, you will create Formats and Labels to make the SAS outputs from your programs more readable and attractive. You will add labels…

Learning SAS: Data Types, Naming Conventions, and Resources

Project Overview Welcome to Learning SAS: Data Types, Naming Conventions, and Resources. In this project, you will evaluate data types, apply naming conventions and integrate external resources in your SAS programs. You will learn about…

Crash Course on Interactive Data Visualization with Plotly

Project Overview In this hands-on project, we will understand the fundamentals of interactive data visualization using Plolty Express. Plotly Express is a powerful Python package that empowers anyone to create, manipulate and render graphical figures…

Simulation of KANBAN Production Control Using R Simmer

Project Overview Welcome to «Simulation of KANBAN Production Control Using R-Simmer». This is a project-based course which should take about 2 hours to finish. Before diving into the project, please take a look at the…

Data Engineering with MS Azure Synapse Apache Spark Pools

Big Data Engineering In this module you will learn how to differentiate between Apache Spark, Azure Databricks, HDInsight, and SQL Pools. You will also learn how to ingest data using Apache Spark Notebooks in Azure…

Microsoft Azure Databricks for Data Engineering

Introduction to Azure Databricks Describe the capabilities of Azure Databricks and the Apache Spark notebook for processing huge files. Describe the Azure Databricks platform and identify the types of tasks well-suited for Apache Spark. Describe…

Operational Analytics with Microsoft Azure Synapse Analytics

Design hybrid transactional and analytical processing using Azure Synapse Analytics After completing this module, you will be able to describe how hybrid transactional and analytical processing can help you perform operation analytics with Azure Synapse…

Designing and Formatting a Presentation in PowerPoint

Mastering Data Analysis with Pandas: Learning Path Part 4

Project Overview In this structured series of hands-on guided projects, we will master the fundamentals of data analysis and manipulation with Pandas and Python. Pandas is a super powerful, fast, flexible and easy to use…