Online courses in data science
Learn best practices for machine learning and AI software engineering from experienced professionals.
What is Machine Learning? Definition, Types and Applications
Discover what is machine learning, its impact on various...
How Data Science is Changing the World, a Revolutionary Impact
Explore how data science is changing the world,...
What is the Difference between Machine Learning and Deep Learning?
Do you know exactly what is the difference between Machine...
Decoding the Data Science Job Profile, Roles, Skills, and Opportunities
Dive into the data science job profile, understanding what...
Exploring the World of Machine Learning Models, An Expert Overview
Get the latest insights on learning models in machine...
Kickstart Your Data Science Path, Entry-Level Positions Explored
Unlock success in data science entry level positions with...
Feature Selection with Filter Methods in Python
Picture yourself faced with a vast dataset, and you're on...
Feature Selection with Embedded Methods
Imagine you're working with a large dataset, and you want...
Feature Selection with Wrapper Methods in Python
Imagine you're preparing a delicious cake for Christmas....
Cost-Sensitive Learning: Beyond the Accuracy in Imbalanced Classification
In the realm of machine learning, the primary objective...
Mastering Feature Importance in Machine Learning with Python
Feature importance plays a crucial role in the field of...
Feature Importance vs. Feature Selection: How are they related?
In machine learning, feature selection and feature...
Overcoming Class Imbalance with SMOTE: How to Tackle Imbalanced Datasets in Machine Learning
In the field of data science and data mining, dealing with...
The Role of Undersampling in Tackling Imbalanced Datasets in Machine Learning
Machine learning algorithms are becoming increasingly...
Exploring Oversampling Techniques for Imbalanced Datasets
Data drives the world of machine learning and neural...
Unlocking the Power of Time Series Forecasting in Machine Learning and Data Science Applications
Have you ever wondered how meteorologists predict the...
Dealing with Imbalanced Datasets in Machine Learning: Techniques and Best Practices
Imbalanced datasets are a familiar challenge data...
Feature scaling in machine learning: Standardization, MinMaxScaling and more…
You’ve probably heard that feature scaling is a common...
Master Data Binning in Python using Pandas
Binning (also called discretization) is a widely used data...
Hyperparameter Tuning For Machine Learning
Hyperparameter optimization is the key to unlocking a...
Unlock Data’s Potential: A Step-by-Step Data Transformation Guide
Data is the lifeblood of any organization, but raw data on...
Mastering data preprocessing: Techniques and best practices
Data preprocessing is a critical step in the data science...
One-hot encoding categorical variables
One-hot encoding categorical variables Categorical...
Data science and machine learning books
Did you come here expecting to find the “Hundred-page...