IT Dictionary
The IT dictionary is an initiative that aims to give IT beginners a place where they can search and learn about important and overused terms in the area of data science and artificial intelligence. It is updated whenever a new term appears on my social networks!
The terms are ordered in Brazilian Portuguese.
Intelligent agent
Anything capable of sensing, reacting and interacting with its environment, affecting it, whether physically or digitally.
API
API stands for Application Programming Interface, being a set of standards that are part of an interface. APIs allow developers to create solutions in a simpler and more practical way.
Big Data
It is a collection of large and complex data sets that cannot be processed by databases or traditional processing applications, requiring tools prepared so that any and all information available in the data can be found, analyzed and used in a timely manner.
Algorithm
Set of instructions or rules that a computer follows to perform a specific task.
Big Data
It is a collection of large and complex data sets that cannot be processed by databases or traditional processing applications, requiring tools prepared so that any and all information available in the data can be found, analyzed and used in a timely manner.
Data mining
The process of discovering patterns in large data sets.
Algorithm
Set of instructions or rules that a computer follows to perform a specific task.
Big Data
It is a collection of large and complex data sets that cannot be processed by databases or traditional processing applications, requiring tools prepared so that any and all information available in the data can be found, analyzed and used in a timely manner.
Ensemble Learning
A machine learning technique that combines multiple predictions from different models to make a final prediction
Ensemble Learning
A machine learning technique that combines multiple predictions from different models to make a final prediction
Ensemble Learning
A machine learning technique that combines multiple predictions from different models to make a final prediction
Ensemble Learning
A machine learning technique that combines multiple predictions from different models to make a final prediction
Artificial intelligence
Some have defined intelligence in terms of fidelity to human performance, while others prefer an abstract and formal definition of intelligence called rationality - in general terms, doing the "right thing".
Jupyter Notebooks
Interactive development environment that allows you to create and share documents that contain code, visualizations, and callouts
Jupyter Notebooks
Interactive development environment that allows you to create and share documents that contain code, visualizations, and callouts
Matplotlib
Library for data visualization in Python. They allow you to create static and interactive graphs for exploratory data analysis.
Python
Programming language widely used in Data Science and AI due to its user-friendly syntax, vast number of libraries and active community.
NumPy
Fundamental library for numerical computation in Python. Provides support for arrays and mathematical operations, essential for data manipulation.
Python
Programming language widely used in Data Science and AI due to its user-friendly syntax, vast number of libraries and active community.
Python
Programming language widely used in Data Science and AI due to its user-friendly syntax, vast number of libraries and active community.
Random Forest
A type of machine learning model that is essentially a collection of decision trees.
Seaborn
Library for data visualization in Python. They allow you to create static and interactive graphs for exploratory data analysis.
Random Forest
A type of machine learning model that is essentially a collection of decision trees.
Seaborn
Library for data visualization in Python. They allow you to create static and interactive graphs for exploratory data analysis.
Seaborn
Library for data visualization in Python. They allow you to create static and interactive graphs for exploratory data analysis.
Seaborn
Library for data visualization in Python. They allow you to create static and interactive graphs for exploratory data analysis.
Underfitting
The opposite of overfitting, where a model is too simple to capture the structure of the data.
Web Scraping
Also known as web data extraction, this is the name given to the process of collecting structured data from the web (such as websites, social networks, etc.) in an automated manner using scripts.
Underfitting
The opposite of overfitting, where a model is too simple to capture the structure of the data.
Underfitting
The opposite of overfitting, where a model is too simple to capture the structure of the data.