Intro To Data Engineering
Intro To Data Engineering
Published 5/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 5.39 GB | Duration: 3h 39m
Get an Introduction to the Data Engineering and Explore the Career Opportunities It Offers
What you'll learn
Determine if data engineering is the right career choice for you
Learn data engineering fundamentals
Acquire key technical data engineering skills
Discover potential career paths within data engineering
Benefit from the knowledge of an experienced data engineer
Learn strategies to enhance data processes at your company
Requirements
This is a beginner-friendly course
Description
Do you want to find out if Data Engineering is the right career path for you?Are you interested in exploring one of the hottest tech professions?If that's the case, then our Intro to Data Engineering course is the perfect fit for you. Learn data engineering from course instructor Shashank Kalanithi, who has rich experience in the data and tech field. He has held roles as a data analyst, data scientist, data engineer, and currently works as a software engineer at Meta. Shashank is passionate about teaching and is eager to pass on his experience to you. His engaging teaching style combined with his notable professional experience make him the perfect tutor for you.But what does a data engineer do? A data engineer designs, builds, and maintains systems for collecting, storing, and analyzing data.Our data engineering course is perfect for people who are looking into a career in data engineering, as well as for those who have already landed a data engineering job but are still in the early days of their journey.Why is this the perfect course for data newcomers? You will:- Be able to determine if data engineering is a career path that interests you- Understand the difference between common roles: data analyst vs data scientist vs data engineer vs software engineer (note: data engineering skills allow you to transition to any of the other roles as you advance in your career)- Learn fundamental data engineering concepts, how to become a data engineer, and how to land your first jobWhy is this the perfect course for entry level data engineers? You will:Gain a big picture understanding of the data engineering field and its requirementsBenefit from Shashank's years of experience and gain valuable insights to excel in your jobUnderstand the different paths you can take in your career progressionDiscover methods to enhance data engineering processes within your companyWhat's included in our data engineer training?Intro to Data Engineering begins with an overview of the data engineering career path. You will learn about the data engineering role, the technical skills needed on the job, and the different potential paths for career development.Then, you will learn about data architecture—a critical topic in data engineering. This field involves creating a structured framework for managing data. You'll also explore data orchestration, which is the automation of the flow and processing of data across different systems.Our data engineering course also covers relational databases, non-relational databases, and the software engineering skills required for data engineering. You will learn about crucial data engineering tools and frameworks like SQL, NoSQL, Python, APIs, Version Control, Docker and Containerization, Hadoop, Spark, Kafka, and more. Finally, Shashank will wrap up the Intro to Data Engineering course with insights on important aspects like data security and privacy.We hope you are very excited about this course! Start your data engineering journey today!
Overview
Section 1: Introduction
Lecture 1 What Will This Course Teach You
Section 2: Data Engineering Career
Lecture 2 What is a Data Engineer?
Lecture 3 Data Engineering Lifecycle
Lecture 4 Similar Careers to Data Engineering
Lecture 5 Data Engineering Service Models
Lecture 6 Data Engineer Leveling Guide
Lecture 7 Technical Skills of a Data Engineer
Section 3: Data Architecture
Lecture 8 What Is Data Architecture?
Lecture 9 A Sample Data Architecture
Lecture 10 Data Lakes, Swamps, Warehouses, and Marts
Lecture 11 Modern Data Stack
Lecture 12 Connecting to Data
Lecture 13 Good Data Architecture
Section 4: Data Orchestration
Lecture 14 Data Pipelines and Data Orchestration
Lecture 15 Apache Airflow
Section 5: Relational Databases
Lecture 16 Relational Database Overview
Lecture 17 Organizing Relational Databases
Lecture 18 Relational Database Types
Lecture 19 Interacting with Relational Databases: SQL
Section 6: Non-relational Databases
Lecture 20 ACID Properties
Lecture 21 Document Databases
Lecture 22 Key-Value Database
Lecture 23 Object Storage
Lecture 24 Columnar Database
Lecture 25 Graph Database
Lecture 26 No-SQL Database Questions
Section 7: Software Engineering
Lecture 27 Horizontal Scaling vs Vertical Scaling
Lecture 28 Python
Lecture 29 APIs
Lecture 30 Shell Scripting
Lecture 31 Cron
Lecture 32 Version Control - Git - Mercurial
Lecture 33 Testing
Lecture 34 Docker and Containerization
Lecture 35 Infrastructure Management
Section 8: Big Data Engineering
Lecture 36 What is Big Data?
Lecture 37 Hadoop
Lecture 38 Spark
Lecture 39 Kafka
Section 9: Data Modeling
Lecture 40 Logical Physical Data Model
Lecture 41 Entity Relationship Diagrams
Lecture 42 Normalization
Lecture 43 Kimball and Inmon Data Warehousing
Section 10: Security and Privacy
Lecture 44 The Non-optionality of Security and Privacy
Lecture 45 PII
Lecture 46 Principle of Least Privilege
Aspiring data engineers,Introductory data engineers looking to improve their skills
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