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Making Your Project Presentable: Last Touches for an Impressive Portfolio
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Is your model actually that good? Validating Machine Learning Models
Improve Machine Learning Model Performance with Tuning
Step-by-Step Preparing and Training a Machine Learning Model
Feature Engineering: Integrate a new data source into your dataset
Feature Engineering: Create new features using existing data
The Basics of Evaluating Machine Learning Projects
How to Train a Benchmark Model for your Machine Learning Project
Problem Definition and Data Preparation for a Real-Life Data Science Project
Extract Hour, Day, Month Info from Pandas DateTime
Fixing Incorrect Column Types in Pandas to Prepare Data for ML
Data Cleaning after Identifying Data Problems in Pandas
Data Exploration: Identifying Data Issues and Their Potential Causes
Using Data Visualization to Identify Data Problems
How Collecting Data Works on a Real-Life Data Science Project
Creating a GitHub Repository for a Data Science Project
Introduction to Jupyter Notebooks: explore the main functionalities
How to Set up a Data Science Development Environment
Hands-on Data Science course: Let's build a project together from scratch!
Python or R: Data Professor answers!
Starting out on YouTube: why the Data Professor got into the YT business
It only takes 2 minutes to master your tasklist. Productivity tips from @DataProfessor
Key Concepts and Techniques for Natural Language Processing