A Founder's View (Blog) | Awesome Analytics

Python

7 Python Projects Every AI Learner Should Build in 2025

AI learners love building—but not every project is worth your time. So instead of chasing basic examples, here are 7 practical, trending AI projects that actually add value to your portfolio, boost career growth, and improve your daily work with Python. 😉

Each project here is mapped to real-world use cases, features you’ll implement, tools you’ll need, and the skills you’ll walk away with.

May 12, 2025 10:00 am

7 AI Art Styles You Need to Try (Similar to Ghibli)

Artificial Intelligence

7 AI Art Styles You Need to Try (Similar to Ghibli)

Ghibli-inspired art is everywhere right now. But let’s be real, there’s a whole multiverse of AI art styles out there waiting to be explored. 😉

Whether you’re experimenting with Midjourney, DALL-E, Adobe Firefly, or Playground AI, this guide will show you 7 art styles that look nothing like Ghibli but absolutely belong in your creative toolkit.

May 5, 2025 10:00 am

Pandas vs Dask: Which is a Better Tool for Your Data

Python

Pandas vs Dask: Which is a Better Tool for Your Data

Python developers working with data often find themselves choosing between Pandas and Dask. While both libraries offer powerful data manipulation capabilities, they serve different purposes and are optimized for different workloads. So, which one should you use? Let’s break it down in an engaging way.

If Pandas is your trusty Swiss army knife for data analysis, Dask is like a full-fledged toolbox, ready to handle large-scale, parallel computations.

April 28, 2025 10:00 am

Introduction to Multi-Agent AI Systems in Enterprises

Artificial Intelligence

Introduction to Multi-Agent AI Systems in Enterprises

Artificial Intelligence (AI) is evolving rapidly, and businesses are no longer relying on a single AI system to handle all tasks. Instead, Multi-Agent AI Systems are emerging as a game-changer, allowing multiple AI agents to collaborate, make decisions, and optimize processes autonomously.

If you think of a single AI agent as a chess player, then a multi-agent system is like an entire team strategizing together, except they don’t argue over who’s in charge. 😉

Let’s dive into what Multi-Agent AI Systems are, how enterprises are using them, and what challenges they bring.

April 21, 2025 10:00 am

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

A Founder’s View (Blog)

7 Python Projects Every AI Learner Should Build in 2025

7 AI Art Styles You Need to Try (Similar to Ghibli)

Pandas vs Dask: Which is a Better Tool for Your Data

Introduction to Multi-Agent AI Systems in Enterprises

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

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