#Database Modeling Techniques

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#Database Modeling Techniques Reel by @tech_anju - Top 7 Data Modeling techniques for Structured and Unstructured Data 🔥 Share it with your friends 🔥 Follow @tech_anju for more such content ☺️ 1.
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@tech_anju
Top 7 Data Modeling techniques for Structured and Unstructured Data 🔥 Share it with your friends 🔥 Follow @tech_anju for more such content ☺️ 1. Entity-Relationship (ER) Modeling - Focuses on entities (objects or concepts) and their relationships. - Used to design relational databases. - Visualized using ER diagrams with entities, attributes, and relationships. 2. Hierarchical Data Modeling - Organizes data in a tree-like structure with parent-child relationships. - Used in XML and older databases like IBM's IMS. - Best for data with a strict hierarchy. 3. Network Data Modeling - A flexible approach where data is represented as nodes and relationships as edges. - Useful for interconnected data like social networks or supply chains. 4. Relational Data Modeling - Organizes data into tables (relations) with rows and columns. - Supports normalization to reduce data redundancy. - Popular in SQL-based databases like MySQL, PostgreSQL, and Oracle. 5. Dimensional Data Modeling - Used in data warehouses and business intelligence. - Employs fact and dimension tables to support analytical queries. - Example: Star schema and Snowflake schema. 6. Object-Oriented Data Modeling - Combines data and its behavior (methods) in objects. - Suitable for complex data structures and modern applications. - Compatible with object-oriented programming languages. 7. NoSQL Data Modeling - Tailored for non-relational databases like MongoDB, Cassandra, or DynamoDB. - Handles unstructured, semi-structured, or rapidly changing data. - Examples: Document, Key-Value, Graph, and Column-family models. #datamodeling #dataengineer #database #datascientist #sql #viralreels #viralvideos #trendingvideos #feed #instagramindia #tech_anju #computersciencestudent Which one are you?
#Database Modeling Techniques Reel by @setupsai (verified account) - Powerful websites you should know (part 962) generate a complete CAD model with text #cad #3dmodel #3dmodelling
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@setupsai
Powerful websites you should know (part 962) generate a complete CAD model with text #cad #3dmodel #3dmodelling
#Database Modeling Techniques Reel by @mar_antaya (verified account) - Making building your own ML model a little less intimidating if it's your first time :) #ai #machinelearning
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@mar_antaya
Making building your own ML model a little less intimidating if it’s your first time :) #ai #machinelearning
#Database Modeling Techniques Reel by @codersheary - 📌 Save and share this . 👩‍💻 Steal my study plan for MongoDB . I taught myself MongoDB and I have used it to build a real world application. Here is
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@codersheary
📌 Save and share this . 👩‍💻 Steal my study plan for MongoDB . I taught myself MongoDB and I have used it to build a real world application. Here is the steps I would love to share with u how I learned it . 🧩 Research the fundamentals of MongoDB: NoSQL is different from SQL, it is important to understand the key-pair strategies in Mongodb, how to use collections, how to manipulate data . 🧩 Learn to build small applications with CRUD (Create, Read, Update, Delete): Build a small e-commerce store with MongoDB utilizing CRUD with strategies like $insert_one, $insert_many, $update_one, $update_many, $delete_one, $delete_many etc. . 🧩 Learn about data modeling and schema design: Learn the techniques in normalization and denormalization, when to embed documents, referencing . 🧩 Learn about aggregation framework: Once your database gets larger, you will need to understand the aggregation framework: Practice using aggregation strategies like $match, $group, $project, $lookup to perform complex queries. . 🧩 Learn about scaling and security: Learn to scale your database, and security such as authentication methods and user roles in MongoDB, and explore how to secure your MongoDB deployment. . 🧩 Build real world application: Now build a bigger application! Not just one, more. You can build the application in Python. . You don’t need to enroll in any courses, documentation is all you need! Don’t forget to google your questions. . 👩‍💻I am a self taught software engineer turned startup founder, I learn machine learning during my free time and I am here to inspire you to self teaching programming . Follow my journey! 😉 . 🤝For partnership please email codershearycoding@gmail.com . #machinelearning #coding #ai #artificialintelligence #ml #deeplearning #coursera #courses #august #goalsetting #tech #technology #futuretech #learntocode #datascience #dataanalyst #motivation #mongodb #database #selfteaching #programming #programmers #coderslife #success #successful #coding #python #bigdata #gpt #generativeai
#Database Modeling Techniques Reel by @jessramosdata (verified account) - Comment "project" for my full video that breaks each of these projects down in detail with examples from my own work. If you're using the Titanic, Ir
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@jessramosdata
Comment “project” for my full video that breaks each of these projects down in detail with examples from my own work. If you’re using the Titanic, Iris, or COVID-19 dataset for data analytics projects, STOP NOW! These are so boring and over used and scream “newbie”. You can find way more interesting datasets for FREE on public data sites and you can even make your own using ChatGPT or Claude! Here are the 3 types of projects you need: ↳Exploratory Data Analysis (EDA): Exploring a dataset to uncover insights through descriptive statistics (averages, ranges, distributions) and data visualization, including analyzing relationships between variables ↳Full Stack Data Analytics Project: An end-to-end project that covers the entire data pipeline: wrangling data from a database, cleaning and transforming it. It demonstrates proficiency across multiple tools, not just one. ↳Funnel Analysis: Tracking users or items move from point A to point B, and how many make it through each step in between. This demonstrates a deeper level of business thinking by analyzing the process from beginning to end and providing actionable recommendations to improve it Save this video for later + send to a data friend!
#Database Modeling Techniques Reel by @parasmadan.in (verified account) - Synthetic Data for your AI Models 👨‍💻 SDV is a python package which helps you generate synthetic data for training your ML Models Follow @parasma
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@parasmadan.in
Synthetic Data for your AI Models 👨‍💻 SDV is a python package which helps you generate synthetic data for training your ML Models Follow @parasmadan.in for more on Tech #machinelearning #ai #data #deeplearning
#Database Modeling Techniques Reel by @volkan.js (verified account) - Comment "DATABASE" for the links. You Will Finally Understand Databases & SQL 📌 Watch these high-quality database videos: 1️⃣ Harvard CS50's Intro
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@volkan.js
Comment “DATABASE” for the links. You Will Finally Understand Databases & SQL 📌 Watch these high-quality database videos: 1️⃣ Harvard CS50’s Intro to Databases with SQL A full university-level course covering SQL, relational databases, schemas, queries, joins, indexes, and real-world database fundamentals. 2️⃣ 7 Database Paradigms (Fireship) A fast, clear breakdown of different database types including relational, NoSQL, key-value, document, graph, and when to use each. 3️⃣ Database Design Course (Caleb Curry) A beginner-friendly guide to database design, normalization, relationships, primary keys, and planning databases the right way. If SQL feels confusing, database design feels abstract, or you’re unsure how real systems store and organize data, these videos connect everything together step by step. Great for learning SQL basics, understanding relational vs NoSQL databases, improving backend fundamentals, preparing for interviews, and building real projects that use databases properly. Save this if you want database concepts to finally make sense instead of memorizing queries.
#Database Modeling Techniques Reel by @techninjaah - Want my full toolkit? ➡️💬 Comment "LINK" and I will share all the other websites that I use when I am doing DSA! Kindly FOLLOW the account and then
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@techninjaah
Want my full toolkit? ➡️💬 Comment “LINK” and I will share all the other websites that I use when I am doing DSA! Kindly FOLLOW the account and then comment LINK as instagram does not allow sending DMs to non-followers. DSA doesn’t have to be boring text on a screen. 🙅‍♂️💻 If you are struggling to understand trees, graphs, or sorting algorithms, you need to see them in action. Visual learning > Rote memorization. Follow @techninjaah to level up your dev journey! ✅
#Database Modeling Techniques Reel by @learn_with_at - Key features of relational model #foryou #dbms #computerlanguages #trending #students
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@learn_with_at
Key features of relational model #foryou #dbms #computerlanguages #trending #students
#Database Modeling Techniques Reel by @josephinemiller (verified account) - Comment 'Tutorial' for the full guide 🪼✨ So here is the breakdown. This is not a traditional 3D animation pipeline. It is equations running in Java
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@josephinemiller
Comment ‘Tutorial’ for the full guide 🪼✨ So here is the breakdown. This is not a traditional 3D animation pipeline. It is equations running in JavaScript, recalculating thousands of points every frame. - Sine and cosine create repeating waves. - Distance shapes the overall structure. - Angle adds rotation. - Time shifts the inputs in real time. Change one value and you are not editing a model. You are redefining behaviour. If you are comfortable with maths, you can design your own functions. If not, you can experiment with tools like Claude AI to generate variations and tweak the parameters. Comment ‘Tutorial’ and I will send you the step by step link so you can try it yourself. The automated link currently sends to followers 👀 Credit to 零点未来 for the original inspiration and exploration. Their generative experiments are incredibly interesting. Also shout out to everyone who shared their support on my last video. The response genuinely meant a lot. I am really trying to improve and go deeper with these explanations, and your support helps me keep making more videos like this. 🫶 #creativecodeart #generativeart #js
#Database Modeling Techniques Reel by @tuba.captures - drop "webcam" to get these projects links ;) . . . . Follow @tuba.captures for more . . . . #PythonProjects #WebcamAI #100DaysOfCoding #Tech
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@tuba.captures
drop "webcam" to get these projects links ;) . . . . Follow @tuba.captures for more . . . . #PythonProjects #WebcamAI #100DaysOfCoding #TechReels #fyp

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