Cognitive Class Courses

SQL and Relational Databases 101

4 reviews

Data is one of the most critical assets of any business. Data needs a database to store and process data quickly. SQL is a language used for a database to query data. In this introductory course, you'll learn the basics of the SQL language and the relat…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Data Analysis with Python

2 reviews

Learn how to analyze data using Python. This course will take you from the basics of Python to exploring many different types of data. You will learn how to prepare data for analysis, perform simple statistical analyses, create meaningful data visua…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Machine Learning with Python

1 review

This Machine Learning with Python course dives into the basics of machine learning using an approachable, and well-known, programming language. You'll learn about Supervised vs Unsupervised Learning, look into how Statistical Modeling relates to Machine…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Data Visualization with R

1 review

"A picture is worth a thousand words". We are all familiar with this expression. It especially applies when trying to explain the insight obtained from the analysis of increasingly large data sets. Data visualization plays an essential role in the repres…

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Docker Essentials: A Developer Introduction

1 review

Containers are a standard way to package an application and all its dependencies so that the application can be moved between environments and run without changes. Containers work by isolating the application inside the container so that everything outsi…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Deep Learning with TensorFlow

Traditional neural networks rely on shallow nets, composed of one input, one hidden layer and one output layer. Deep-learning networks are distinguished from these ordinary neural networks having more hidden layers, or so-called more depth. These kind of…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Build Swift Mobile Apps with Watson AI Services

This course teaches learners how to integrate Watson AI services into Swift mobile apps, enabling them to build intelligent and interactive applications. Students will learn how to utilize various Watson services such as visual recognition, natural langu…

• Cognitive Class
• 2-3 hours
• On-Demand
• Free Online Course

Accelerating Deep Learning with GPUs

Training complex deep learning models with large datasets takes along time. In this course, you will learn how to use accelerated GPU hardware to overcome the scalability problem in deep learning.You can use accelerated hardware such as Google’s Tensor P…

• Cognitive Class
• 5 hours
• On-Demand
• Free Online Course

Apply end to end security to a cloud application

No application architecture is complete without a clear understanding of potential security risks and how to protect against such threats. Application data is a critical resource which can not be lost, compromised or stolen. Additionally, data should be…

• Cognitive Class
• On-Demand
• Free Online Course

Introduction to Open Source

"Open source" is a way of working on a project that relies on collaboration, decentralization, and access. Open source software makes source code available to users and invites a community of technical and non-technical contributors to build on and impro…

• Cognitive Class
• 4 hours
• On-Demand
• Free Online Course

How to Build Watson AI and Swift APIs and Make Money

This course teaches learners how to build Watson AI and Swift APIs to create innovative applications and generate revenue. Students will gain skills in developing AI-powered applications, creating Swift APIs, and monetizing their projects. The teaching m…

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Using R with Databases

Do you want to leverage the power of R to unlock the value of data in relational databases? Are you a SQL professional and looking to get skilled in data science? Are the limits of R programming language preventing you from analyzing very large…

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

This mini course walks you through how to scaffold a web application, run it locally in a container, and then deploy it to a Kubernetes cluster created with Kubernetes Service. Additionally, you will learn how to bind a custom domain, monitor the health…

• Cognitive Class
• 8 hours
• On-Demand
• Free Online Course

Machine Learning - Dimensionality Reduction

Welcome to this machine learning course on Dimensionality Reduction. Dimensionality Reduction is a category of unsupervised machine learning techniques used to reduce the number of features in a dataset. Dimension reduction can also be used to group simi…

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Predictive Modeling Fundamentals I

Predictive Analytics brings together advanced analytics capabilities spanning ad-hoc statistical analysis, predictive modeling, data mining, text analytics, entity analytics, optimization, real-time scoring, machine learning and more. IBM SPSS Modeler pu…

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course