Cloud Computing · Intermediate

    CDS Video Series | Sec 02 – Data Engineering and Databases

    Data Engineering is one of the most important aspects in the field of data science. It is concerned with storage, accessing, processing and managing the data required for any modelling and analysis purpose. With various types of data avail…

    37+
    enrolled
    4 hrs
    of instruction
    4
    lectures
    4
    modules
    CDS Video Series | Sec 02 – Data Engineering and Databases

    What's inside

    Live sessions
    1 · 347 min
    Decks & handouts
    2

    01 · What you'll be able to do

    Three things you can ship afterwards.

    Data Engineering is one of the most important aspects in the field of data science. It is concerned with storage, accessing, processing and managing the data required for any modelling and analysis purpose. With various types of data available from different sources and required for different types of model building, knowing data engineering is a must for any data science professional. ADaSci is coming up with this opportunity to let data science aspirants dive deeply into data engineering. In this workshop, the attendees will get a complete understanding of the concept of data engineering and where and how it is used. Different methods of processing the data, feature engineering and munging will be discussed in this workshop with hands-on experiments. Along with this, they will also gain familiarity with different types of databases and methods to handle these databases. Learning Outcomes: Complete understanding of Data Engineering and its importance in Data Science Knowledge of different types of databases with their use and importance In-depth understanding of data wrangling and feature engineering techniques Hands-on exposure to different feature engineering techniques is required before modelling purpose Note: ADaSci Members get 50% discount and Premium Members get 100% discount on the course.

    Gain comprehensive knowledge

    Gain comprehensive knowledge of different types of databases (SQL, NoSQL) and their applications.

    Understand data modeling

    Understand data modeling techniques and their significance in designing efficient databases.

    Learn the core concepts

    Learn the core concepts and principles behind data engineering, including data architecture, ETL processes, data pipelines.

    02 · Curriculum

    What's in the course.

    4 modules · 4 lectures · 347 min of sessions

    01 · 347m

    Each block is one module, sized by session length.

    • Video Tutorial347m

    04 · Is it for you?

    Who it's for, and what to bring.

    Built for

    • Beginners in Data Engineering and Databases

    Bring with you

    • Familiarity with fundamental data concepts such as data types, and basic querying will be advantageous but not mandatory. A comfortable grasp of at least one programming language (recommended Python).

    05 · FAQ

    Before you enrol.

    Each of the 4 modules is a recorded live session, with slide deck and handouts from that session. Watch at your own pace.

    $44.99

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    $44.99, or free with Premium membership.

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