A Founder's View (Blog) | Awesome Analytics

Star Schema vs Snowflake Schema: Which One Should You Use?

Python

Star Schema vs Snowflake Schema: Which One Should You Use?

When working with data warehouses, choosing the right schema design is crucial for performance, scalability, and ease of querying. The two most common designs are the Star Schema and the Snowflake Schema, both widely used in relational databases and data analytics.

But which one is best for your project? Let’s break them down so you can make an informed decision. If Star Schema is the fast-food drive-thru of data models, then Snowflake Schema is the fine-dining experience that is more structured, but requiring more steps.

April 14, 2025 10:00 am

Python

Lazy Loading vs Eager Loading: Choosing the Right Strategy for Your Python Applications

When working with databases in Python, especially using Object-Relational Mappers (ORMs) like SQLAlchemy or Django ORM, how you retrieve data can make or break your application’s performance. Two common data-fetching techniques, Lazy Loading and Eager Loading, impact query efficiency, memory usage, and scalability.

But which one is the best fit for your project? If Lazy Loading is like ordering food dish by dish, Eager Loading is like getting the entire buffet upfront. Both have their perks, but the wrong choice can leave you waiting too long or overloading your plate. 😉

April 7, 2025 10:00 am

Artificial Intelligence

What Are the Different Types of AI?

Artificial Intelligence has taken over industries, transformed businesses, and even changed how we interact with technology daily. But did you know that AI is not just one type of system? There are different categories of AI, each with its capabilities and limitations.

In this blog, we’ll explore the most important types of AI, cutting out unnecessary classifications and focusing on what truly matters for understanding AI’s present and future. Let’s dive in!

March 31, 2025 10:00 am

Python

Abstract Base Classes (ABCs) in Python: What They Are and Why You Need Them

Object-oriented programming in Python is powerful, but sometimes you want to ensure that subclasses implement certain methods. This is where Abstract Base Classes (ABCs) come in. They provide a structured way to enforce method implementation, helping to prevent unexpected errors and making your code more maintainable.
In this blog, we’ll explore what ABCs are, why they are useful, and how to implement them in Python—with a touch of humor to keep things interesting. 😉

March 24, 2025 10:00 am

Agentic AI Explained: Learn about the future of AI in 5 minutes

Artificial Intelligence

Agentic AI Explained: Learn about the future of AI in 5 minutes

Agentic AI is a new step forward in the evolving world of Artificial Intelligence. Unlike traditional AI, which follows predefined instructions, Agentic AI is designed to think, plan, and act independently, almost like an AI assistant that doesn’t just answer questions but actually makes decisions for you. Sounds exciting (or terrifying)? Let’s break it down.

March 17, 2025 10:00 am

Python

Is Python Truly Multi-Threaded? Understanding Python’s Concurrency Model

Python is widely known for its simplicity and ease of use, but when it comes to handling multiple tasks at once, things get a little tricky. Many developers wonder: Is Python truly multi-threaded, or is it limited by default? The answer lies in how Python manages concurrency and the infamous Global Interpreter Lock (GIL).

In this blog, we’ll clarify how Python handles threading, explore the GIL’s impact, and discuss the best alternatives for true parallelism.

March 10, 2025 10:00 am

AI and Automation in Self-Driving Cars: How Machines Are Taking the Wheel

Artificial Intelligence

AI and Automation in Self-Driving Cars: How Machines Are Taking the Wheel

Self-driving cars are one of the most talked-about applications of AI and automation. But how exactly do they work? Is AI reliable enough to take full control of a vehicle? And what does the technology behind self-driving cars tell us about automation in other industries?
Let’s break it down step by step!

March 3, 2025 10:00 am

Artificial Intelligence

How to Prepare for the Future: Surviving Layoffs in the Age of AI

Artificial intelligence (AI) is changing how we work. By 2030, reports suggest that 41% of companies might reduce their workforce and use AI instead. While this might sound alarming, there are steps you can take to secure your career and adapt to this new reality. In this blog, we’ll break it down in simple terms and share actionable tips to help you prepare.

February 24, 2025 10:00 am

How to Clean Up and Import Data Using Power Query in Excel

Microsoft Excel

How to Clean Up and Import Data Using Power Query in Excel

Power Query in Excel is a powerful tool that simplifies the process of importing, cleaning, and transforming data. Whether you’re dealing with messy datasets or consolidating information from multiple sources, Power Query can help you prepare your data efficiently for analysis. In this guide, we’ll walk you through the steps to clean up and import data using Power Query in Excel.

February 17, 2025 10:00 am

Artificial Intelligence

Quantum AI: The Future of Computing

Quantum computing is opening a new chapter in technology. By merging quantum computing with artificial intelligence, industries can solve problems that were once thought impossible. This blog explains what quantum computing is, how it enhances AI, and why it could change the future.

February 10, 2025 10:00 am

A Founder’s View (Blog)

Star Schema vs Snowflake Schema: Which One Should You Use?

Lazy Loading vs Eager Loading: Choosing the Right Strategy for Your Python Applications

What Are the Different Types of AI?

Abstract Base Classes (ABCs) in Python: What They Are and Why You Need Them

Agentic AI Explained: Learn about the future of AI in 5 minutes

Is Python Truly Multi-Threaded? Understanding Python’s Concurrency Model

AI and Automation in Self-Driving Cars: How Machines Are Taking the Wheel

How to Prepare for the Future: Surviving Layoffs in the Age of AI

How to Clean Up and Import Data Using Power Query in Excel

Quantum AI: The Future of Computing

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