Data Engineering Courses
Data engineers set up the infrastructure on which the data scientists and machine learning engineers do their work. They are responsible for data storage and data transportation at the right volume, at the right velocity, and for the required usage. Data engineers are primarily software engineers that specialize in data pipelines and ensuring that data flows where, when, and how it's needed for... Read more Read less
Data engineers set up the infrastructure on which the data scientists and machine learning engineers do their work. They are responsible for data storage and data transportation at the right volume, at the right velocity, and for the required usage. Data engineers are primarily software engineers that specialize in data pipelines and ensuring that data flows where, when, and how it's needed for these models to actually work. They don't need to understand the machine learning or statistical models the way data scientists do.
As Data Engineering Instructor Jeff Katz explains, "It’s the data engineer’s job to collect data from various sources, change that data so it’s easier to use, and store that data in an analytical database. The data engineer needs to automate this to ensure the data is current, accurate, and standard throughout the organization. From there, the data engineer may be involved in cleaning and analyzing the data to provide to the marketing, operations, sales, or product teams."
Data engineers need to know data storage and pipeline tools: SQL-databases like Oracle, NoSQL like Cassandra, queuing and messaging systems like Kafka, and workflow tools like Airflow.
For example, if a data scientist develops a model that theoretically can detect credit card transaction fraud at a bank, then the data engineer would be responsible for ensuring that all the transaction data that the bank handles is stored properly. If the system needs to process a million transactions a second, the data engineer would build the data pipelines that can convey all that info at the right time to the right parts of the system without any delays or bottlenecks.
You can expect to learn data engineering at a Data Science Bootcamp like Jigsaw Labs, NYC Data Science Academy, Springboard, and many more.
160 Data Engineering Courses
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Vertical Institute's Advanced Data Analytics course is designed for those seeking to deepen their analytics skills. This self-paced, online program focuses on advanced Excel functions, SQL, and Tableau for effective data storytelling. Participants engage in hands-on projects to tackle real-world problems, enhancing their practical application of these tools. Before You Learn / Who This Course Is For Designed for those with basic data analytics knowledge Ideal for professionals seeking advanced data skills No specific technical prerequisites required What to Expect Self-paced online format with flexible scheduling Hands-on projects using Excel, SQL, and Tableau Focus on real-world problem-solving and storytelling What You'll Achieve Advanced skills in Excel, SQL, and Tableau Ability to conduct advanced data storytelling Enhanced career prospects in data analytics
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This advanced course focuses on equipping professionals with essential skills in machine learning, statistics, and MLOps, delivered through a structured, online format. Participants will prepare for the CompTIA DataX certification, gaining expertise in data-driven solutions through hands-on projects and scenario-based learning. Designed for experienced professionals, this course offers a deep dive into advanced statistical methods and practical machine learning applications, ensuring readiness for senior roles in data science. Before You Learn / Who This Course Is For Data scientists and machine learning engineers with 5+ years experience Ideal for technical leads seeking leadership roles Prerequisites: Experience in data science or related fields What to Expect Online, self-paced learning with hands-on projects Advanced statistical analysis and machine learning techniques Preparation for CompTIA DataX certification with scenario-driven learning What You'll Achieve Advanced skills in statistical analysis and MLOps Eligibility for CompTIA DataX certification
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Vertical Institute's Data Analytics Bootcamp is a comprehensive online program focusing on data analysis, visualization, and tools like Excel, SQL, and Tableau. This self-paced course includes a capstone project, allowing students to apply their skills in real-world scenarios. Designed for flexibility, the bootcamp equips learners with essential data analytics techniques through interactive dashboards and practical exercises. Before You Learn / Who This Course Is For Open to both technical and non-technical learners Ideal for aspiring data analysts and business professionals No prerequisites required What to Expect Self-paced online learning format Hands-on projects and interactive dashboard exercises Focus on tools like Excel, SQL, and Tableau What You'll Achieve Complete a capstone project to showcase skills Gain practical data analytics and visualization expertise Enhance career opportunities in data-driven roles
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The Frontend Developer Bootcamp is an intensive online program designed to equip learners with essential skills in web development. The course covers fundamental and advanced topics such as HTML, CSS, JavaScript, Git, React, Node.js, and responsive web design. Participants engage in project-based learning, allowing them to apply concepts in real-world scenarios, ensuring a comprehensive understanding of frontend development. Before You Learn / Who This Course Is For Aspiring web developers and designers No prerequisites; open to beginners Ideal for those seeking hands-on coding experience What to Expect Online, self-paced learning format Project-based activities with real-world applications Covers HTML, CSS, JavaScript, and more What You'll Achieve Comprehensive frontend development skills Ability to build responsive websites Foundation for a career in web development
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The Data Engineering Bootcamp is a comprehensive online program focusing on Python, databases, data visualization, machine learning, and SQL. Designed for a flexible learning experience, this self-paced course provides practical skills essential for aspiring data engineers. Through project-based learning, participants gain hands-on experience in managing and analyzing data effectively. Before You Learn / Who This Course Is For Ideal for aspiring data engineers No prerequisites required Suitable for both technical and non-technical learners What to Expect Self-paced online format Project-based learning with real-world data tasks Covers Python, SQL, and machine learning What You'll Achieve Hands-on data engineering skills Proficiency in SQL and Python Ability to visualize and analyze data
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The Data Engineering Bootcamp offers an in-depth exploration of essential data engineering tools and techniques. Delivered online in a self-paced format, this course covers core topics such as Python, Hadoop, AWS, and data visualization. Students engage in hands-on projects using Jupyter to solidify their understanding, preparing them for real-world data challenges. Before You Learn / Who This Course Is For Ideal for aspiring data engineers and analysts Technical background beneficial but not required No prerequisites required What to Expect Self-paced online learning with flexible scheduling Hands-on projects using Python and Jupyter In-depth exploration of Hadoop and AWS What You'll Achieve Proficiency in data visualization and logic Skills applicable to data engineering careers
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The Data Engineering Bootcamp is a comprehensive online program designed for aspiring data engineers. This self-paced course covers essential topics such as Python programming, Hadoop, AWS, and data visualization tools like Jupyter. Through a project-based approach, learners gain hands-on experience, enabling them to apply their skills effectively in real-world scenarios. Before You Learn / Who This Course Is For Ideal for aspiring data engineers No prerequisites required Suitable for both technical and non-technical backgrounds What to Expect Self-paced online format Hands-on projects using Python and Hadoop Practical exercises with AWS and Jupyter What You'll Achieve Gain proficiency in data engineering tools Hands-on experience with industry-relevant projects
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ProMineo Tech's Data Engineering Bootcamp is an intensive online program focusing on essential data engineering skills. Participants will learn key concepts such as Python programming, Hadoop, AWS, Jupyter, and data visualization. The course is delivered through a series of project-based modules designed to provide practical, hands-on experience in real-world scenarios. Before You Learn / Who This Course Is For Ideal for aspiring data engineers and analysts No prerequisites required, open to all backgrounds Perfect for career changers and tech enthusiasts What to Expect Self-paced online modules with project-based learning Hands-on practice with Python, Hadoop, and AWS Interactive sessions using Jupyter for data visualization What You'll Achieve Gain proficiency in Python, Hadoop, and AWS Develop practical data engineering skills Enhance career opportunities in tech fields
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Sault Coding Bootcamps offers a comprehensive Data Engineering Bootcamp focusing on essential tools and technologies such as Python, Hadoop, AWS, Jupyter, and data visualization. This self-paced, online program provides practical, hands-on experience through project-based learning, empowering learners to build proficiency in data engineering. Participants will gain valuable insights into logical data processing and visualization techniques, preparing them for a career in data-driven environments. Before You Learn / Who This Course Is For Ideal for beginners and professionals entering data engineering No prerequisites required Suitable for aspiring data engineers and analysts What to Expect Self-paced online learning format Hands-on projects with Python, Hadoop, AWS Focus on data visualization and logical data processing What You'll Achieve Gain proficiency in Python and Hadoop Master data visualization techniques Prepare for data engineering roles
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The Data Engineering Bootcamp is an online, self-paced program designed to equip learners with essential data engineering skills. Participants will explore key topics such as Python programming, Hadoop, AWS services, and data visualization tools like Jupyter. Through project-based learning, students gain practical experience and apply their knowledge in real-world scenarios, preparing them for a career in data engineering. Before You Learn / Who This Course Is For Ideal for aspiring data engineers and analysts Suitable for both technical and non-technical backgrounds No prior experience required What to Expect Self-paced online learning modules Hands-on projects with real-world applications Focus on Python, Hadoop, AWS, and Jupyter What You'll Achieve Comprehensive understanding of data engineering tools Skills applicable to data-driven roles Preparedness for data engineering careers