Data Management Online Courses for Students

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This is the second course in the Data to Insights specialization. Here we will cover how to ingest new external datasets into BigQuery and visualize them with Google Data Studio. We will also cover intermediate SQL concepts like multi-table JOINs and UNIONs which will allow you to analyze data...
This course provides an introduction to basic data science techniques using Python. Students are introduced to core concepts like Data Frames and joining data, and learn how to use data analysis libraries like pandas, numpy, and matplotlib. This course provides an overview of loading, inspecting,...
In this course you will learn how to use D3. js to create powerful visualizations for web. Learning D3. js will enable you to create many different types of visualization and to visualize many different data types. It will give you the freedom to create something as simple as a bar chart as well...
In this course we will learn about Digital twins fundamentals, how they represent a concept of integration for product related data. The concept of Digital twins is a response to the increasing digitization of product development, production and products themselves. Today, products are complex...
This course will get you up and running with MongoDB quickly, and teach you how to leverage its power for data analytics. We\'ll start by mastering the fundamentals of MongoDB, including MongoDB\'s Document data model, importing data into a cluster, working with our CRUD API and Aggregation...
In this final course, you will explore database architecture, PostgreSQL, and various scalable deployment configurations. You will see how PostgreSQL implements basic CRUD operations and indexes, and review how transactions and the ACID (Atomicity, Consistency, Isolation, Durability) requirements...
Most often, organizations acquire information systems as part of a larger focus on process improvement and efficiency. These organizations need to invest in the right system to meet their needs: right functionality, right size, and for the right price. The business systems analyst role in most...
Welcome to the Coursera specialization, From Data to Insights with Google Cloud Platform brought to you by the Google Cloud team. I\'m Evan Jones (a data enthusiast) and I\'m going to be your guide. This first course in this specialization is Exploring and Preparing your Data with BigQuery. Here...
This program is for those who want to enhance their predictive and statistical modeling skills to drive data-informed business outcomes. If modeling data for business outcomes is relevant in your job role or industry, this certificate is a valuable indication of your proficiency.Created by:...
Code and run your first C++ program in minutes without installing anything! This course is designed for learners with no coding experience, providing a solid foundation of not just C++, but core Computer Science topics that can be transferred to other languages. The modules in this course cover...
In this course, you will learn the fundamentals of database concepts in a cloud environment, get basic skilling in cloud data services, and build your foundational knowledge of cloud data services within Microsoft Azure. You will explore relational data offerings, provisioning and deploying...
This specialization provides a robust introduction to the key principles and practices of Information Systems Management. The first course describes how Information Systems address business problems. This takes the form of an IT alignment model that describes how Information Systems provide...
The third course in this specialization is Achieving Advanced Insights with BigQuery. Here we will build on your growing knowledge of SQL as we dive into advanced functions and how to break apart a complex query into manageable steps. We will cover the internal architecture of BigQuery...
In this module, we define what Machine Learning is and how it can benefit your business. You\'ll see a few demos of ML in action and learn key ML terms like instances, features, and labels. In the interactive labs, you will practice invoking the pretrained ML APIs available as well as build your...
The main goal of this specialization is to provide the knowledge and practical skills necessary to develop a strong foundation on information visualization and to design and develop advanced applications for visual data analysis. This course aims at introducing fundamental knowledge for...
In this course, you\'ll get an in-depth look at the SQL SELECT statement and its main clauses. The course focuses on big data SQL engines Apache Hive and Apache Impala, but most of the information is applicable to SQL with traditional RDBMs as well; the instructor explicitly addresses differences...
This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. You will learn common techniques to retrieve your data, clean it, apply...
This course introduces you to one of the main types of modelling families of supervised Machine Learning: Regression. You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. This course also walks you through...
This specialization develops learners\' analytics mindset and knowledge of data analytics tools and techniques. Specifically, this specialization develops learners\' analytics skills by first introducing an analytic mindset, data preparation, visualization, and analysis using Excel. Next, this...
This specialization targets learners who seek to understand the opportunities that data and analytics present for their organization and those interested in the value of and implications for data as an asset to their organization. Individuals who manage data and make decisions about how data can...

Data Management Online Courses for UC Irvine Students

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