Python

Ruby

C++

Java

The purpose of a neural network is to model complex relationships in data for tasks such as classification, regression, and pattern recognition.

To store data in a structured format.

To create static web pages.

To replace traditional programming languages.

Deep learning

Supervised learning

Reinforcement learning

Natural language processing

To provide a clear set of instructions for solving a problem or accomplishing a task.

To store information in a database.

To create random data for testing purposes.

To visualize data in graphical formats.

The act of writing code without errors.

The process of compiling code into machine language.

The method of optimizing code for performance.

The process of identifying and fixing bugs in a program.

Pandas

Matplotlib

NumPy

Scikit-learn

The role of a data scientist is to analyze and interpret complex data to inform decision-making.

To create and manage databases.

To design user interfaces for applications.

To write code for software development.

Software that is developed in secret and kept private.

Open-source means software with publicly accessible source code.

Software that is only available for purchase.

Software that cannot be modified by users.

Identifying patterns in historical sales data.

Predicting whether an email is spam or not.

Recommending products based on user behavior.

Clustering customer data into groups.