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PODCAST

The PyPod Chronicles

A Podcast Series that brings Python to life in a whole new way! ~ Code with Josh

Welcome to PyPod Chronicles: Python in Soundbites🐍, a captivating podcast series that brings our popular Python blog to life in a whole new way! Join me as I embark on a journey through the fascinating world of Python programming, one snippet at a time. Each episode features short and engaging readings from The Nerd Nook. www.thenerdnook.io

technology how to

All Episodes

11:29

Data Preprocessing for Machine Learning: Fix Dirty...

The PyPod Chronicles ·

2025/02/13

If you want to build better machine learning models, you need to start with clean, well-prepared data. In this episode of PyPod Chronicles, we’re breaking down the key steps to getting your data ready for modeling. You’ll learn how to handle missing values, scale and normalize data, and properly format categorical variables so your models perform better.Listen in as we go over the best techniques to clean and organize your data the right way.Tune in for another episode of PyPod Chronicles!I’ve

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11:13

Data Quality in AI: The Key to Better Machine...

The PyPod Chronicles ·

2025/02/06

Want to make your machine learning models work better? It all starts with good, clean data. In this episode of PyPod Chronicles, we’ll talk about why data quality matters, the biggest mistakes people make, and simple ways to clean and prepare your data for better results. Whether you're deep into AI or just getting started, this guide will help you set up your data the right way. Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of Code with Josh below, LSTM Time Series

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11:43

How to Build the Perfect Machine Learning Workflow|...

The PyPod Chronicles ·

2025/01/30

Want to know how to set up a solid machine learning workflow without the hassle? In this episode, I’ll walk you through everything step by step—setting up Python, getting Jupyter Notebook running, and using key tools like Scikit-Learn, Pandas, and NumPy. Whether you’re just starting out or already working with ML, this guide will help you organize your process and make things run smoother. Give it a listen and get your machine learning setup done the right way.Tune in for another episode of PyPod

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11:34

From Zero to ML Hero: Beginner’s Guide to Python and...

The PyPod Chronicles ·

2025/01/23

Learn how to use Python for data science, featuring key tools like Pandas, NumPy, and Scikit-Learn. I’ll break down ML algorithms in simple steps and show you how to use them to solve real-world problems. It’s a great starting point for anyone new to data science!Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of Code with Josh below, Machine Learning Pipelines with Scikit-LearnThis pairs with our Machine Learning series, I am the Machine! The first article drops

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9:14

5 Genius Python Tips to Boost Your Code Efficiency |...

The PyPod Chronicles ·

2025/01/16

Want to get the most out of Python? We’re diving into 5 super helpful Python tips that’ll speed up your code, make debugging easier, save memory, and help you work with big data more efficiently. Whether you’re just starting or you’ve been coding for a while, these tricks will take your skills to the next level. Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of Code with Josh below, Machine Learning for DummiesThis pairs with our Machine Learning series, I am the

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11:12

Python Decorators 101: Enhance, Optimize, and...

The PyPod Chronicles ·

2025/01/09

In this episode of PyPod Chronicles, we break down Python decorators in a way that’s easy to follow. You’ll learn what they are, how they work, and how to use them to make your functions better, write cleaner code, and step up your programming game. This episode will help you take your Python skills to the next level!Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of Code with Josh below, Build a REST API in Python | API Crash Course👉 If you get value from these

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10:56

Think You're Bad at Coding? Here's Why You're Not! |...

The PyPod Chronicles ·

2025/01/02

Think you're not good at coding? Well, you're wrong! In this episode of PyPod Chronicles, we dive into why coding can be tough and share easy ways to build your confidence. I’ll walk you through simple tricks to sharpen your logic, beat the frustration, and get better at coding. This is for all the beginners out there who feel unsure but are ready to improve!Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of Code with Josh below, Decorators in Python: the Complete

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13:26

NumPy Essentials: Fast-Track Numerical Computing in...

The PyPod Chronicles ·

2024/12/26

Happy Holidays to you all wherever you may be in the world! I hope this time the year is spent with your loved ones and you are enjoying some much needed R&R.In this episode of PyPod Chronicles, we break down how to get really good at using NumPy, the go-to tool for crunching numbers and working with data in Python. I’ll show you how to speed up your calculations, make your machine learning projects run smoother, and work with big datasets without the headache. Tune in for another episode of PyPod

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12:37

Data Analysts' Guide to Python and SQL: Faster...

The PyPod Chronicles ·

2024/12/19

In this episode of PyPod Chronicles, we break down how these two tools work together and share practical tips you can use right away. You’ll hear about tried-and-true best practices, real-world examples, and techniques that make analyzing data faster and easier. Whether you're looking to speed up your queries or build applications that can handle larger datasets, this episode has everything you need to level up your workflow.Tune in for another episode of PyPod Chronicles!I’ve linked the latest

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9:15

SQL to Pandas: The Ultimate Guide for Efficient Data...

The PyPod Chronicles ·

2024/12/12

In this episode of PyPod Chronicles, I'll show you how to easily bring SQL data into Pandas, clean it up for analysis, and create helpful visualizations. It's perfect for data analysts, Python devs, or anyone wanting to get better at data analysis. Now we can blend SQL with Pandas to create a Dataframe, working with databases has never been this easy.Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of Code with Josh below, The Right Way to Debug Applications!👉 If you

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12:47

SQLAlchemy ORM Made Simple: Transform Your Database...

The PyPod Chronicles ·

2024/12/05

Join me for this episode, where I break down SQLAlchemy ORM in a way that makes managing databases with Python feel easy. I cover how SQLAlchemy streamlines database tasks, helps you work faster, and connects Python code to relational databases without the hassle. Whether you’re just starting out or already experienced, this episode has something for everyone!Real quick nerds, in case you missed it I currently have a limited time lifetime discount on annual subscriptions so you can access content

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11:39

Advanced SQL Queries in Python: From JOINs to Data...

The PyPod Chronicles ·

2024/11/28

Learn how to level up your SQL skills in Python with this episode of PyPod Chronicles! I’ll break down advanced topics like JOINs, GROUP BY, and aggregations in a simple, clear way. Whether you’re a data analyst, developer, or just love Python, this episode will help you boost your data analysis game and work smarter, not harder.Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of Code with Josh below, SQL in Python for Beginners!👉 If you get value from these podcasts,

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11:11

Building Strong Database Foundations: Key Concepts...

The PyPod Chronicles ·

2024/11/21

In this episode of PyPod Chronicles, we dive into the basics of smart database design. You'll pick up essential concepts like primary keys, relationships, and normalization, helping you create databases that are built to grow with your project. Whether you're a developer, data architect, or tech enthusiast, this episode is packed with insights to help you design strong, long-lasting databases. Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of Code with Josh below,

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11:21

Streamline SQL Database Tasks with Python: Data...

The PyPod Chronicles ·

2024/11/14

In this episode of PyPod Chronicles, we dive into the basics of handling SQL databases with Python. You’ll learn the key steps for adding, updating, and deleting data in SQL, all with simple Python examples anyone can follow. Whether you're a data analyst, a developer, or just eager to get better with databases, this episode has something for you. Join me for practical tips that’ll help you work smarter with SQL and Python!Tune in for another episode of PyPod Chronicles!I’ve linked the latest

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10:45

Python Meets SQL: Execute Queries, Filter Data, and...

The PyPod Chronicles ·

2024/11/07

In this episode, learn how to execute SQL queries with Python, including essential techniques for querying, filtering, and sorting data using SELECT, WHERE, ORDER BY, and LIMIT clauses. Perfect for data analysts and Python developers, this tutorial includes practical examples and step-by-step code explanations to help you query data efficiently and improve your data manipulation skills.Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of Code with Josh below, SQL in

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13:12

Data Made Simple: Getting Started with SQL and...

The PyPod Chronicles ·

2024/10/31

In this episode of PyPod Chronicles, I go over the basics of SQL and databases in a way that's super beginner-friendly, so you can jump right into data management. You’ll pick up key SQL concepts, get familiar with different types of databases, and learn some practical ways to organize and pull data. This guide is all about building a strong foundation, making SQL easy to grasp with clear explanations and helpful tips.Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of

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11:36

OOP Battle: Python vs JavaScript - What Developers...

The PyPod Chronicles ·

2024/10/24

I dive into the core differences and similarities between Python and JavaScript when it comes to Object-Oriented Programming (OOP). With practical insights, you'll learn how both languages approach classes, inheritance, and objects. Whether you're a Python enthusiast or a JavaScript developer, this guide will help you understand the unique OOP features of each language and how they compare in real-world scenarios. Perfect for developers looking to enhance their programming knowledge and master both

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12:27

Breaking Into Data Analytics: Must-Have Skills,...

The PyPod Chronicles ·

2024/10/17

Looking to start a career in data analytics but not sure where to begin? In this episode of PyPod Chronicles, we break down exactly what you need to know to succeed. I’ll cover the key skills you should develop, the top tools to master, and how to put together a portfolio that gets noticed in the competitive 2024 job market.Whether you’re just getting started in data analytics or want to level up your current skills, this episode gives you practical advice to help you build a strong foundation and

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11:44

How Data Ethics & Governance Shape Data Analytics in...

The PyPod Chronicles ·

2024/10/10

If you're a data analyst, it's really important to understand the basic principles of using data responsibly. This includes knowing how to protect people's privacy and making sure that you're using data in a way that builds trust. In today’s world, where data drives so much of what we do, following these ethical guidelines can help you stay ahead in your career. This episode is your go-to guide for understanding the key rules of ethical data practices.Tune in for another episode of PyPod

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11:08

Time Series Forecasting Made Simple: ARIMA, Prophet,...

The PyPod Chronicles ·

2024/10/03

In this episode of PyPod Chronicles, we’re breaking down time series analysis in a way that’s easy to understand! I’ll dive into the basics of ARIMA and Prophet models and key concepts. You’ll also learn simple steps to deal with missing data and spot patterns like seasonality that can help make your predictions more accurate. Whether you're a data analyst or just someone interested in improving your forecasting with Python, this episode has plenty of practical tips to boost your skills.Tune in for

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129 results

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