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] A data scientist studies perceptrons on their computer.

What Is Perceptron?

Explore what a perceptron is and how it relates to deep learning and artificial intelligence. Learn the difference between a single-layer and multilayer perceptron, the appropriate uses of each, and how to start learning on your own.

March 18, 2025

Article

[Featured Image]: A person wearing headphones uses a laptop to find out what is pandas in Python before starting a data analysis project.

What Is Pandas in Python?

Explore what pandas in Python offers, including its core components, key functions for different data tasks, and tips for getting started with Python.

March 18, 2025

Article

[Featured Image]: A person uses a tablet to apply their knowledge of image processing to digital photos needed for a project.

What Is Image Processing?

Learn about image processing, a fundamental step in preparing images for image analysis and developing computer vision.

March 18, 2025

Article

[Featured Image] A data scientist studies perceptrons on their computer.

What Is Perceptron?

Explore what a perceptron is and how it relates to deep learning and artificial intelligence. Learn the difference between a single-layer and multilayer perceptron, the appropriate uses of each, and how to start learning on your own.

March 18, 2025

Article

[Featured Image]: A person wearing headphones uses a laptop to find out what is pandas in Python before starting a data analysis project.

What Is Pandas in Python?

Explore what pandas in Python offers, including its core components, key functions for different data tasks, and tips for getting started with Python.

March 18, 2025

Article

AI and machine learning courses

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, AI Security, Gemini, AI Enablement, Google Workspace, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Model Evaluation, AI Workflows, Workplace inclusivity, Social Impact, Operational Efficiency, Human Factors, Critical Thinking, Analysis, Data Security, Natural Language Processing

4.8
Rating, 4.8 out of 5 stars
19K reviews

Beginner · Specialization · 3 - 6 Months

Status: Free Trial

IBM

Skills you'll gain: Retrieval-Augmented Generation, AI Enablement, Responsible AI, Generative AI, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
22K reviews

Beginner · Course · 1 - 4 Weeks

Packt

Skills you'll gain: NumPy, Matplotlib, Statistical Methods, Data Visualization, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Applied Mathematics, Statistical Analysis, Exploratory Data Analysis, Data Science, Probability, Regression Analysis, Linear Algebra, Data Manipulation, Calculus

Beginner · Course · 1 - 4 Weeks

[Featured image] Junior AI engineer taking an online course to explore what is fine tuning, on a tablet.

What Is Fine-Tuning?

Fine-tuning is a deep learning technique that takes pre-trained models and turns them into specialized artificial intelligence (AI) models faster than training a new model. Explore the methods involved in fine-tuning.

March 18, 2025

Article

[Featured Image] Two engineers use few-shot learning to train a robotic device.

What Is Few-Shot Learning?

Explore what few-shot learning is, how it’s used across professional fields, and what to consider when deciding if this approach is right for your application.

March 18, 2025

Article

[Featured image] A team of machine learning engineers in an office discussing what is bias in machine learning.

What Is Bias in Machine Learning?

Bias in machine learning occurs when AI models perpetrate human errors. Uncover the critical aspects of bias in machine learning, its types, impacts, and how to address it for better model fairness and accuracy.

March 18, 2025

Article

[Feature Image] An aspiring data scientist searches “What is batch normalization” on their laptop as they plan their coursework for their degree.

What Is Batch Normalization? Batch normalization explained

Begin your understanding of batch normalization, a technique revolutionizing neural network training, by learning what batch normalization is and why it’s important in deep learning.

March 18, 2025

Article

[Featured Image] A professional creating an infographic on a laptop to share with her team in their next meeting.

What Is an Infographic?

Let's look at what infographics are, including the different types and what makes them effective communication tools.

March 18, 2025

Article

[Featured Image] A computer engineer is programming the appropriate batch size on a computer.

What Does Batch Size Mean in Deep Learning? An In-Depth Guide

Learn about the hyperparameter batch size and how it affects the speed at which you train a deep learning model such as a neural network.

March 18, 2025

Article

[Featured Image] Two data engineers are using neural networks to recognize patterns and process data.

What Are Neural Networks?

Learn more about artificial neural networks, including different types, real-world applications, and careers that may use them.

March 18, 2025

Article

[Featured Image] Two aspiring data scientists search “what are hyperparameters” as they complete an assignment collaborating on a machine-learning project.

What Are Hyperparameters?

Explore the role hyperparameters play in designing effective machine learning models.

March 18, 2025

Article

[Featured Image] A development team uses their newly learned technical and design VR skills to test updated hardware and software.

10 Essential VR Skills

To start a career as a virtual reality (VR) developer, you will need to learn technical skills like VR hardware and software as well as design principles like user experience design. Explore 10 VR skills you’ll need to be successful in the field.

March 18, 2025

Article

[Featured Image]: A person uses a tablet to apply their knowledge of image processing to digital photos needed for a project.

What Is Image Processing?

Learn about image processing, a fundamental step in preparing images for image analysis and developing computer vision.

March 18, 2025

Article

[Featured image] Junior AI engineer taking an online course to explore what is fine tuning, on a tablet.

What Is Fine-Tuning?

Fine-tuning is a deep learning technique that takes pre-trained models and turns them into specialized artificial intelligence (AI) models faster than training a new model. Explore the methods involved in fine-tuning.

March 18, 2025

Article

[Featured Image] Two engineers use few-shot learning to train a robotic device.

What Is Few-Shot Learning?

Explore what few-shot learning is, how it’s used across professional fields, and what to consider when deciding if this approach is right for your application.

March 18, 2025

Article

[Featured image] A team of machine learning engineers in an office discussing what is bias in machine learning.

What Is Bias in Machine Learning?

Bias in machine learning occurs when AI models perpetrate human errors. Uncover the critical aspects of bias in machine learning, its types, impacts, and how to address it for better model fairness and accuracy.

March 18, 2025

Article

[Feature Image] An aspiring data scientist searches “What is batch normalization” on their laptop as they plan their coursework for their degree.

What Is Batch Normalization? Batch normalization explained

Begin your understanding of batch normalization, a technique revolutionizing neural network training, by learning what batch normalization is and why it’s important in deep learning.

March 18, 2025

Article

[Featured Image] A professional creating an infographic on a laptop to share with her team in their next meeting.

What Is an Infographic?

Let's look at what infographics are, including the different types and what makes them effective communication tools.

March 18, 2025

Article

[Featured Image] A computer engineer is programming the appropriate batch size on a computer.

What Does Batch Size Mean in Deep Learning? An In-Depth Guide

Learn about the hyperparameter batch size and how it affects the speed at which you train a deep learning model such as a neural network.

March 18, 2025

Article

[Featured Image] Two data engineers are using neural networks to recognize patterns and process data.

What Are Neural Networks?

Learn more about artificial neural networks, including different types, real-world applications, and careers that may use them.

March 18, 2025

Article

[Featured Image] Two aspiring data scientists search “what are hyperparameters” as they complete an assignment collaborating on a machine-learning project.

What Are Hyperparameters?

Explore the role hyperparameters play in designing effective machine learning models.

March 18, 2025

Article

[Featured Image] A development team uses their newly learned technical and design VR skills to test updated hardware and software.

10 Essential VR Skills

To start a career as a virtual reality (VR) developer, you will need to learn technical skills like VR hardware and software as well as design principles like user experience design. Explore 10 VR skills you’ll need to be successful in the field.

March 18, 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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