TensorFlow is one of the most popular tools for machine learning and deep learning. It’s used by many big tech companies such as Twitter, Uber, and Google. TensorFlow.js is a JavaScript library used for training and deploying machine learning models in the browser. TensorFlow.js was designed to provide the same features and functionalities as traditional TensorFlow, but for the JavaScript ecosystem.

Today, we’re going to dive deeper into TensorFlow and discuss its benefits, features, models, and more. We’ll finish the article with a walkthrough of the Layers API, which is one of the two ways to create a machine learning…

APIs are behind most web and mobile applications. They help us integrate systems together, access data that we need, communicate with different web services, and a lot more. APIs are widely used in the software development world, so they’re a great skill to have on your resume.

Today, we’ll discuss the benefits of APIs and how having API experience can help you leverage yourself as a candidate during your interview process. Then, we’ll provide an overview of the popular Facebook Graph API. Let’s get started!

We’ll cover:

• What are APIs?
• Benefits of APIs
• How knowing APIs can help you in…

Machine learning and deep learning are two fundamental concepts within the broad field of artificial intelligence. These two terms are often used interchangeably, but they actually aren’t the same thing. While machine learning and deep learning are each a different subset of artificial intelligence, they have their differences.

Today, we’re going to explore machine learning and deep learning and establish their differences. Let’s get started!

We’ll cover:

• What is artificial intelligence?
• What is machine learning?
• What is deep learning?
• Key differences between machine learning and deep learning
• Wrapping up and next steps

What is artificial intelligence?

Before we dive deeper into machine learning and…

Python 3 is the latest version of Python, a popular programming language used mainly for web development, data science, and machine learning. Python has quickly become one of the most popular programming languages for new developers because of the wide range of uses in software development and some of the great improvements added since Python 2.

Today, we’ll walk you through a hands-on, challenge-based tutorial to get you started with Python quickly!

Here’s what we’ll cover today:

• Why challenge-based learning?
• 1. Hello World
• 2. String concatenation
• 3. List
• 4. Slicing
• 5. Branching
• 6. For loop
• 7. Functions
• What to learn…

A REST API is an architectural pattern for creating web services. REST is a set of rules that outlines the best practices for sharing data between clients and servers. They use HTTP requests to manipulate data and communicate with web services. REST APIs are stateless, cacheable, and consistent. They’re great for building general-purpose and scalable web applications. The three major Python frameworks are Django, Flask, and FastAPI.

Today, we’re going to explore FastAPI, an open-source web framework used to build APIs with Python.

Let’s get started!

We’ll cover:

• What is FastAPI?
• Flask vs FastAPI
• FastAPI Hello World
• Basic FastAPI building…

MongoDB is a popular NoSQL database that uses documents for data storage. MongoDB is considered schema-less, which means that it doesn’t require a defined database schema. It’s a great tool if you want to scale and evolve quickly, as it supports rapid iterative development and allows multiple team members to collaborate.

Docker is a tool that you can use to build applications that run on your host operating system. It runs natively on Linux. Docker uses containers and allows you to combine your application with all its dependencies into a single unit. …

Jupyter Notebook is an online computational notebook that allows you to combine code, comments, media, and visualizations in interactive documents. It has quickly become one of the most popular online computational notebooks, used by top companies such as Google, Microsoft, and NASA. Today, we’re going to explore Jupyter Notebooks and discuss their benefits and how to get started.

We’ll cover:

• What is Jupyter Notebook?
• Why use Jupyter Notebook?
• Get started with Jupyter
• Create a new notebook
• Add content to your notebook
• Share your notebook
• What to learn next

What is Jupyter Notebook?

Jupyter Notebook is an open-source web application used to create and share…

Docker is an open-source software platform that helps you simplify the process of creating, managing, running, and distributing your applications. With Docker, you can package your application along with all its dependencies into a container. Containers allow your applications to be deployed easily and uniformly.

Today, we’ll dive deeper into Docker and discuss containers, modules, key terms, and more.

We’ll cover:

• What is Docker?
• Docker vs Kubernetes
• Docker vocabulary guide
• Installing Docker
• What to learn next

What is Docker?

Docker is an open-source software that runs on Linux and Windows. With Docker, you can package your application and its dependencies together into containers…