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This video on Data Warehouse vs Data Lake vs Data Lakehouse by Simplilearn will help you understand the key differences between modern data storage architectures in a simple and structured way. The tutorial begins with an introduction and agenda, followed by a quick course overview and a short quiz to test your understanding. You will then learn what a data warehouse is and how it is used for structured data and business reporting. The course explains what a data lake is and how it stores large volumes of raw and unstructured data. You will also understand a practical comparison between data warehouse, data lake, and data lakehouse architectures. The tutorial highlights why data architecture is important for scalability, performance, and decision making. You will explore real-world examples of how organizations use these systems in analytics and big data environments. The video also covers future trends in data storage and modern data platforms. By the end of this tutorial, you will clearly understand which data solution to use based on different business needs and use cases.
In this video on Data Warehouse vs Data Lake vs Data Lake house by Simplilearn, you will learn:
Introduction to Data Warehouse vs Data Lake vs Data Lake house - 00:00:00 - 00:01:23
agenda - 00:01:24 - 00:02:43
course promotion - 00:02:44 - 00:03:33
quiz question - 00:03:34 - 00:03:51
introduction setting the stage - 00:03:52 - 00:04:46
what is a data warehouse - 00:04:47 - 00:05:53
what is a data lake - 00:05:56 - 00:07:57
practical comparison - 00:07:58 - 00:09:17
why data architecture matters - 00:09:18 - 00:10:00
real-world examples - 00:10:01 - 00:10:51
future trends around data storage - 00:10:52 - 00:11:39
outro - 00:11:40 - 00:12:10
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➡️ About Professional Certificate Program in Data Analytics and Generative AI
Amidst data abundance, businesses today are leveraging analytics and AI for operational efficiency and innovation. This IIT Guwahati Data Analytics Program with Gen AI equips learners with in-demand skills in data analytics and generative AI. It covers key tools and concepts like Excel, SQL, Python, exploratory data analysis, ETL, Tableau, and more.
Key Features
✅ Certificate of program completion from the E&ICT Academy at IIT Guwahati
✅ Curriculum delivered in live online classes by experienced industry veterans
✅ Best-in-class training on GenAI and its diverse applications in the analytics domain
✅ Exposure to ChatGPT, Claude, Gemini, and other prominent GenAI tools
✅ Academic masterclasses delivered by IIT Guwahati faculty
✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
✅ Eligibility for a campus immersion program organized at IIT Guwahati
✅ Exclusive hackathons and “ask-me-anything” sessions by IBM
Skills Covered
✅ Generative AI
✅ Prompt Engineering
✅ Data Analysis with Python
✅ Data Analytics using R
✅ Data Visualization with Tableau
✅ Data Storytelling with Power BI
✅ Extract Transform and Load
✅ Statistical Analysis using Excel
✅ SQL
✅ Building Data Pipelines
✅ Regression Analysis
✅ Time Series Analysis
✅ Supervised Learning
✅ Unsupervised Learning
? Learn More At: https://www.simplilearn.com/iitg-generative-ai-data-analytics-program?utm_campaign=4dNzqR9kE_w&utm_medium=Description&utm_source=Youtube
?? Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688