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Learning Paths

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Reinforcement Learning and AI Applications
Learning Path
Reinforcement Learning and AI Applications

Gain hands-on experience building intelligent systems that go beyond rule-based programming. Explore the practical applications of reinforcement learning in diverse domains, from gaming strategies to enhancing customer support services.

4 Guided Projects
Natural Language Processing and Sentiment Analysis
Learning Path
Natural Language Processing and Sentiment Analysis

Immerse yourself in the world of language and emotions. Journey through courses that unravel the mysteries of language processing and sentiment analysis, equipping you to decipher the intricate nuances of human expression. Elevate your skills in understanding and harnessing the power of language data for insightful applications.

4 Guided Projects
Machine Learning for Healthcare Applications
Learning Path
Machine Learning for Healthcare Applications

Uncover the potential of cutting-edge technologies to revolutionize medical diagnostics and treatments. This curated journey equips you with essential skills to contribute to breakthroughs in healthcare, allowing you to potentially make a meaningful impact on patient outcomes.

3 Guided Projects
Image Processing and Generative Models
Learning Path
Image Processing and Generative Models

Uncover the art and science behind image manipulation and generation, exploring the transformative potential of cutting-edge technologies. This journey is tailored to equip you with the skills to reimagine visual data, from classification to generation, revolutionizing the way we interact with and create images.

4 Guided Projects
Getting Started with Large Language Models
Learning Path
Getting Started with Large Language Models

Harness the power of advanced language models. This learning path is crafted to empower you with the skills to leverage cutting-edge technology in your applications, unleashing the potential of large language models to enhance user experiences and innovate in diverse domains.

1 Courses and 3 Guided Projects
Data Science Essentials
Beginner Learning Path
Data Science Essentials

Gain practical knowledge in statistics, Python, data manipulation, and machine learning through courses and hands-on projects, laying a solid Data Science foundation.

3 Courses and 1 Guided Projects
IBM DevOps and Software Engineering Professional Certificate
Beginner Learning Path
IBM DevOps and Software Engineering Professional Certificate

Launch your DevOps and Software Engineering Career. Master DevOps, Agile, Scrum, CI/CD and Cloud Native with hands-on job-ready skills.

14 Courses
Enhancing Applications with Embeddable AI
Learning Path
Enhancing Applications with Embeddable AI

Understand the power of AI and how it can be integrated into everyday tasks, leveraging the latest AI tools to make your work more efficient and productive.

4 Guided Projects
Unsupervised Machine Learning
Learning Path
Unsupervised Machine Learning

Learn Unsupervised Machine Learning Hands-On

7 Guided Projects
Fundamentals of AI
Beginner Learning Path
Fundamentals of AI

Start your journey into AI

3 Courses
Computer Vision Hands-on with PyTorch
Learning Path
Computer Vision Hands-on with PyTorch

Drive innovation and unlock new opportunities through hands-on projects in Computer Vision

7 Guided Projects
Machine Learning Basics
Intermediate Learning Path
Machine Learning Basics

Machine Learning and Deep Learning made easy

2 Courses and 3 Guided Projects
Learn AI Hands-On - PyTorch
Beginner Learning Path
Learn AI Hands-On - PyTorch

The best way to learn PyTorch

5 Courses and 2 Guided Projects
Applied Data Science with Python
Beginner Learning Path
Applied Data Science with Python

4 Courses
Big Data Storage and Retrieval
Intermediate Learning Path
Big Data Storage and Retrieval

So you know how to drive (code in SQL) and now you have the keys to your first car (the link to the data set). Ready to drive? Consider this course as the test drive to accessing data in big data systems using Hive, SQL, and HBase. Just don't get stung!

1 Courses
Hadoop Administration
Learning Path
Hadoop Administration

So how do you control an elephant? In this context, with your mouse and a bit of patience you can install, configure and administer a Hadoop cluster. Be the envy of Zookeepers, and contribute to open source projects such as Sqoop, Flume, Oozie, and more!

4 Courses
Data Science Business
Beginner Learning Path
Data Science Business

If a trend is identified using big data, how can it be applied to solving complex day-to-day problems? Are there implications of using this data? This learning path addresses the principles of data science to explore data privacy, regression analysis, text analytics, data visualization and predictive modeling to promote topical awareness.

3 Courses
Deep Learning
Learning Path
Deep Learning

Through our guided lectures and labs, you'll first learn Neural Networks, and an overview of Deep Learning, then get hands-on experience using TensorFlow library to apply deep learning on different data types to solve real world problems.

3 Courses
Reactive Architecture Foundations
Beginner Learning Path
Reactive Architecture Foundations

Designing cloud-native systems and microservices requires architects and teams to think differently. The Lightbend Reactive Architecture learning path teaches development managers, architects, and software developers - how to think about Reactive Systems from design through to production.

3 Courses
Data Science R
Beginner Learning Path
Data Science R

Through our guided lectures and labs, you'll get hands-on experience tackling interesting data problems. This is an action-packed learning path for data science enthusiasts who want to learn about data analysis, accessing databases with R, and visualization.

3 Courses
Data Science with Python
Beginner Learning Path
Data Science with Python

Learn how to code in Python for data science, then analyze and visualize data with Python with packages like scikit-learn, matplotlib and bokeh. This is an action-packed learning path for data science enthusiasts and aspiring data scientists who want to learn data science hands-on with Python.

3 Courses
Big Data IBM
Learning Path
Big Data IBM

Learn how to manage Big Data and get insight from it with IBM’s Big Data tools. You will learn how to store, mange and access data using technologies such as Hadoop and Spark as implemented by the IBM BigInsights product.

2 Courses
Containers, k8s and Istio on IBM Cloud
Advanced Learning Path
Containers, k8s and Istio on IBM Cloud

After completing this learning path, you'll understand 12-factor apps and how microservices are managed with the IBM Cloud Kubernetes Service and Istio. You'll get hands-on experience working with containers, Kubernetes, and how to deploy containerized apps. You'll learn how to deploy microservices in a cluster and how to connect, manage, and secure those microservices.

3 Courses
Reactive Architecture Advanced
Intermediate Learning Path
Reactive Architecture Advanced

Distributed systems built on Reactive Microservices introduce new challenges and require new tools to meet those challenges. The Lightbend Reactive Architecture: Advanced learning path teaches managers, developers, and architects new techniques to help cope with the realities of distributed architectures. You will learn how the Lightbend Reactive Platform can be used to build the distributed systems of tomorrow.

3 Courses
Hadoop Programming
Beginner Learning Path
Hadoop Programming

Ever wonder how to program a pig and an elephant to work together? Start with dedication, a couple of tricks up your sleeve, and instructions that the beasts understand. This learning path is dedicated to address these programming requirements by filtering and sorting what you need to know and how you need to convey your message.

1 Courses
Data Science Fundamentals
Beginner Learning Path
Data Science Fundamentals

When a butterfly flaps its wings what happens? Does it fly away and move on to another flower or is there a spike in the rotation of wind turbines in the British Isles. Learn data science today and enter a world where we work to create order out of chaos that will blow you away!

3 Courses
Spark Fundamentals
Beginner Learning Path
Spark Fundamentals

Solid understanding and experience, with core tools, in any field promotes excellence and innovation. Apache Spark, as a general engine for large scale data processing, is such a tool within the big data realm. This learning path addresses the fundamentals of this program's design and its application in the everyday.

5 Courses
Hadoop Fundamentals
Beginner Learning Path
Hadoop Fundamentals

Are you interested in moving beyond the elephant in the room and understanding Hadoop as a foundational tool set in your future? Then select this learning path to gain exposure to the tools used in Big Data, Hadoop's core components and supporting open source projects.

4 Courses
Scala Programming for Data Science
Learning Path
Scala Programming for Data Science

To light a fire, do you use a match, a lighter, or a torch? Depends on the size of the fire, much like the decisions that lead one to use Python, R, or Scala. Spark your interest in selecting the tools you need to tackle Big Data with ease, that will not just blow out.

3 Courses
Big Data Fundamentals
Beginner Learning Path
Big Data Fundamentals

Are you interested in understanding 'Big Data' beyond the terms used in headlines? Then select this learning path as an introduction to tools like Apache Hadoop and Apache Spark Frameworks, which enable data to be analyzed on mass, and start the journey towards your headline discovery.

3 Courses

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