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Learning Paths

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Certificates
Certificates

1 Course

5 Hours

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Beginner
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IBM Business Intelligence Analyst Professional Certificate
Beginner Professional Certificate
IBM Business Intelligence Analyst Professional Certificate

Build job-ready business intelligence (BI) professional skills in four months with valuable credentials. No prior experience is required.

10 Courses

3 Months

IBM Front-End Developer Professional Certificate
Intermediate Professional Certificate
IBM Front-End Developer Professional Certificate

Prepare for a career as a front-end developer. Gain the in-demand skills and hands-on experience to get job-ready in less than 4 months.

23 Weeks 2 Days 23 Hours

IBM Generative AI Engineering PC
Beginner Professional Certificate
IBM Generative AI Engineering PC

16 Courses

168 Hours

IBM Data Science Professional Certificate
Beginner Professional Certificate
IBM Data Science Professional Certificate

Build job-ready data science skills in just 4-6 months, plus get valuable practical experience and an IBM credential.

12 Courses

6 Months

IBM AI Product Manager Professional Certificate
Beginner Professional Certificate
IBM AI Product Manager Professional Certificate

Build job-ready, in-demand AI product management skills in six months, plus get valuable practical experience and a credential. No experience in AI or product management required.

10 Courses

240 Hours

Getting Started with Large Language Models
Beginner 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.

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 Project
Build Smarter Recommendation Systems with GenAI and ML
Intermediate Learning Path
Build Smarter Recommendation Systems with GenAI and ML

Explore the science of personalized suggestions, from basic algorithms to advanced machine learning techniques and generative AI. Build tools that shape user experiences and redefine decision-making.

5 Hours

Mastering RAG: Build Smart, Data-Driven Application
Intermediate Learning Path
Mastering RAG: Build Smart, Data-Driven Application

Learn and implement Retrieval-Augmented Generation (RAG), a revolutionary framework that combines the capabilities of large language models (LLMs) with efficient data retrieval techniques. RAG enables AI systems to interact with and process vast amounts of data dynamically, offering precise and context-aware responses. This learning path takes you step-by-step through the foundational principles and advanced applications of RAG systems, empowering you to develop intelligent solutions for document summarization, question answering, web data analysis, and more.

6 Guided Projects

3 Hours 55 Minutes

Machine Learning Basics
Beginner Learning Path
Machine Learning Basics

Machine Learning and Deep Learning made easy.

5 Courses
Enhancing Applications with Embeddable AI
Beginner 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 Courses
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Beginner Learning Path
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7 Courses
Applied Data Science with Python
Beginner Learning Path
Applied 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.

1 Course
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Beginner Learning Path
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Fundamentals of AI
Beginner Learning Path
Fundamentals of AI

Start your journey into AI

1 Course
Big Data Fundamentals
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.

5 Courses

13 Hours

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