AI and Machine Learning

AI and machine learning are driving innovation across industries. Learn more about generative AI, large language models, and more with these resources.

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[Featured Image] Colleagues collaborating in a professional setting, analyzing printed graphs and using a computer while discussing random forest versus neural networks in AI and machine learning.

Random Forest vs. Neural Network: What’s the Difference?

A random forest is a machine learning model that allows an AI to make a prediction, and a neural network is a deep learning model that allows AI to work with data in complex ways. Explore more differences and how these technologies work.

March 19, 2025

Article

[Featured Image] A data analyst works on a laptop, using predictive analytics to assist their organization with decision-making.

Predictive Analytics Job Description

Predictive analytics uses a combination of machine learning and statistics to analyze data and predict trends. Discover how you can use predictive analytics to help inform business decisions.

March 19, 2025

Article

[Featured Image] A recruiter engaging with a candidate during an interview in a professional environment, holding a tablet, and smiling while discussing predictive analytics interview questions.

Common Predictive Analytics Interview Questions and How to Prepare

Expand your understanding of predictive analytics, explore best practices to prepare for common predictive analytics interview questions, and learn more about key steps in predictive analytics projects.

March 19, 2025

Article

[Featured Image] Colleagues collaborating in a professional setting, analyzing printed graphs and using a computer while discussing random forest versus neural networks in AI and machine learning.

Random Forest vs. Neural Network: What’s the Difference?

A random forest is a machine learning model that allows an AI to make a prediction, and a neural network is a deep learning model that allows AI to work with data in complex ways. Explore more differences and how these technologies work.

March 19, 2025

Article

[Featured Image] A data analyst works on a laptop, using predictive analytics to assist their organization with decision-making.

Predictive Analytics Job Description

Predictive analytics uses a combination of machine learning and statistics to analyze data and predict trends. Discover how you can use predictive analytics to help inform business decisions.

March 19, 2025

Article

AI and machine learning courses

Status: Free Trial

University of Pennsylvania

Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, AI literacy, Python Programming, Responsible AI, Programming Principles

4.4
Rating, 4.4 out of 5 stars
37 reviews

Intermediate · Course · 1 - 4 Weeks

Status: Free Trial

IBM

Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI literacy, Natural Language Processing, Robotics, Risk Mitigation

4.7
Rating, 4.7 out of 5 stars
23K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Model Training, AI Integrations, Google Sheets, Critical Thinking, Innovation

4.8
Rating, 4.8 out of 5 stars
23K reviews

Beginner · Specialization · 3 - 6 Months

[Feature Image] Three computer science learners smile as they discuss the typical predictive analytics career path and the types of jobs they each want to strive for.

Predictive Analytics Career Path: Unlocking Data-driven Decision-Making

Predictive analytics helps you understand what might happen in the future based on past data. Explore the predictive analytics career path from entry-level roles like business intelligence analyst to leadership roles like senior data analyst.

March 19, 2025

Article

[Featured image: Two engineers work at a computer and use their NLP skills to improve an AI model.]

Essential NLP Skills: What You Need to Know

Natural language processing engineers need to learn core NLP skills, technical skills like programming languages and libraries, and workplace skills like communication. Learn about the skills you’ll need to start a career as an NLP engineer.

March 19, 2025

Article

[Featured Image] A natural language processing engineer works at a desktop computer and has a discussion with their colleague.

NLP Engineer Salary: Your 2026 Guide

Explore the salary range for NLP engineers and the factors that influence their earning potential in 2026.

March 19, 2025

Article

[Featured Image] NLP developers collaborating on a new project, reviewing code on a laptop while sharing a light moment in a tech workspace.

The Role of an NLP Developer

From finance to government and beyond, NLP developers continue to create and refine the most advanced language technology out there. Discover how the role of NLP developer is growing in a variety of industries and sectors.

March 19, 2025

Article

[Feature Image] Two learners discuss the typical NLP career path and the direction they each want to take.

NLP Career Path: 8 Jobs in Natural Language Processing

Natural language processing is a growing field working with artificial intelligence models. Explore what your NLP career path might look like, starting with entry-level jobs like junior NLP engineers all the way to leadership roles.

March 19, 2025

Article

[Featured Image] Programmers discuss coding of neural network parameters and hyperparameters.

What Are Neural Network Parameters?

Machine learning models adjust neural network parameters during the learning process, while hyperparameters are the variables you set when creating a neural network. Explore examples of parameters and hyperparameters in neural networks.

March 19, 2025

Article

[Featured Image] A successful neural network interview concludes with a handshake between two professionals in a workplace setting.

9 Common Neural Network Interview Questions and How to Prepare

Discover some of the neural network interview questions you may encounter during your next interview and learn how to answer them, ensuring you’re prepared.

March 19, 2025

Article

[Featured Image] A neural network engineer analyzing data on a computer screen in a brightly lit office settting.

The Role of a Neural Network Engineer

Neural network engineers design, train, and create neural network models to power real-world solutions using AI and deep learning. Explore typical job responsibilities and learn the average salary and job outlook for this role.

March 19, 2025

Article

[Featured Image] Two natural language processing professionals sit together and examine code on a laptop.

Natural Language Processing Job Description

Natural language processing is the cornerstone of many modern artificial intelligence capabilities. Learn how natural language processing professionals work in a variety of industries and sectors, helping streamline workflows and increase productivity.

March 19, 2025

Article

[Featured Image] A recruiter engaging with a candidate during an interview in a professional environment, holding a tablet, and smiling while discussing predictive analytics interview questions.

Common Predictive Analytics Interview Questions and How to Prepare

Expand your understanding of predictive analytics, explore best practices to prepare for common predictive analytics interview questions, and learn more about key steps in predictive analytics projects.

March 19, 2025

Article

[Feature Image] Three computer science learners smile as they discuss the typical predictive analytics career path and the types of jobs they each want to strive for.

Predictive Analytics Career Path: Unlocking Data-driven Decision-Making

Predictive analytics helps you understand what might happen in the future based on past data. Explore the predictive analytics career path from entry-level roles like business intelligence analyst to leadership roles like senior data analyst.

March 19, 2025

Article

[Featured image: Two engineers work at a computer and use their NLP skills to improve an AI model.]

Essential NLP Skills: What You Need to Know

Natural language processing engineers need to learn core NLP skills, technical skills like programming languages and libraries, and workplace skills like communication. Learn about the skills you’ll need to start a career as an NLP engineer.

March 19, 2025

Article

[Featured Image] A natural language processing engineer works at a desktop computer and has a discussion with their colleague.

NLP Engineer Salary: Your 2026 Guide

Explore the salary range for NLP engineers and the factors that influence their earning potential in 2026.

March 19, 2025

Article

[Featured Image] NLP developers collaborating on a new project, reviewing code on a laptop while sharing a light moment in a tech workspace.

The Role of an NLP Developer

From finance to government and beyond, NLP developers continue to create and refine the most advanced language technology out there. Discover how the role of NLP developer is growing in a variety of industries and sectors.

March 19, 2025

Article

[Feature Image] Two learners discuss the typical NLP career path and the direction they each want to take.

NLP Career Path: 8 Jobs in Natural Language Processing

Natural language processing is a growing field working with artificial intelligence models. Explore what your NLP career path might look like, starting with entry-level jobs like junior NLP engineers all the way to leadership roles.

March 19, 2025

Article

[Featured Image] Programmers discuss coding of neural network parameters and hyperparameters.

What Are Neural Network Parameters?

Machine learning models adjust neural network parameters during the learning process, while hyperparameters are the variables you set when creating a neural network. Explore examples of parameters and hyperparameters in neural networks.

March 19, 2025

Article

[Featured Image] A successful neural network interview concludes with a handshake between two professionals in a workplace setting.

9 Common Neural Network Interview Questions and How to Prepare

Discover some of the neural network interview questions you may encounter during your next interview and learn how to answer them, ensuring you’re prepared.

March 19, 2025

Article

[Featured Image] A neural network engineer analyzing data on a computer screen in a brightly lit office settting.

The Role of a Neural Network Engineer

Neural network engineers design, train, and create neural network models to power real-world solutions using AI and deep learning. Explore typical job responsibilities and learn the average salary and job outlook for this role.

March 19, 2025

Article

[Featured Image] Two natural language processing professionals sit together and examine code on a laptop.

Natural Language Processing Job Description

Natural language processing is the cornerstone of many modern artificial intelligence capabilities. Learn how natural language processing professionals work in a variety of industries and sectors, helping streamline workflows and increase productivity.

March 19, 2025

Article

GenAI is poised to be the largest technological revolution since the internet. In today's technologically evolving world, professionals skilled in AI and machine learning are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within AI and machine learning to start your journey in this exciting and rewarding domain.

Ready to start learning? Explore our catalog of artificial intelligence, machine learning, and natural language processing courses for beginners and experienced professionals.

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