Badge Directory

Python for Data Science

The badge earner is able to write their own Python scripts and perform basic hands-on data analysis using IBM's Jupyter-based lab environment.

Programming Essentials - Python Workshop

The badge holder has participated in a Python classroom course where they learned the basics of Python programming. These include programming basics like syntax, conditions, loops & functions. The...

Applied Data Science with Python - Level 2

This badge earner is able to code in Python for data science. They can analyze and visualize data with Python with packages like scikit-learn, matplotlib and bokeh.

IBM Integrated Analytics System V1.0 Data Scientist

This badge earner is able to explain how IBM Integrated Analytic System and IBM db2 Warehouse work together to support modelling and analysis paradigms on large scale data sets. The badge earner can...

Python for Data Science and AI

This badge earner has the core skills in Python such as critical data structures, programming fundamentals and experience with core libraries for data science. They can apply this knowledge to work...

Data Visualization with Python

This badge earner has a good understanding of what data visualization is, uses of data visualization, and best practices when creating plots and visuals. The individual has the skills to use different...

Data Analysis with Python

This badge earner has the core skills in Data Analysis using Python. They can readily clean, visualize and summarize data using Pandas. Using Scikit-learn, the earner can develop Data Pipelines,...

Databases and SQL for Data Science

This badge earner understands relational database concepts, can construct and execute SQL queries, and has demonstrated hands-on experience accessing data from databases using Python-based Data...

Applied Data Science Specialization

This badge earner has demonstrated practical skills required to solve real-world data science challenges. The earner has developed core skills in Python and can apply these skills to create...

Fundamentals of Scalable Data Science

This badge earner has proven a deep understanding of massive parallel data processing on ApacheSpark. They have mastered low-level functional programming using python on the Resilient Distributed...

Machine Learning with Python

The badge earner has demonstrated a good understanding and application of machine learning (ML) including when to use different ML techniques such as regression, classification, clustering and...

Machine Learning with Python - Level 1

The badge earner demonstrates an understanding of Supervised vs. Unsupervised Learning, applications of different types of machine learning models, and how to build and evaluate machine learning...

Data Science Professional Certificate

The badge earner is ready for a career in data science with demonstrated ability to solve for real-world problems. They can apply Data Science methodology - work with Jupyter notebooks - create Python...

Internet of Things Diploma

The badge earner has a very good knowledge on Python programming and how to build IoT applications using Python programming. The individual has developed the skills to use Business Intelligence on IoT...

Python

Through self-paced learning, this badge earner has displayed an understanding of topics such as what is Python programming language? data types, variable assignment, arithmetic operations, conditional...

Python for Citizen Data Scientists

This badge earner has a good understanding of programming basics using Python. The earner has learned how to use Python language to clean, analyze and visualize data. The earner is able to program in...

Computer Vision Practitioner

The badge earner has gained a good understanding about computer vision and its various applications across many industries. The earner has utilized Python, Watson AI, and OpenCV to process images and...

Deep Neural Networks with PyTorch

This badge earner is able to explain and apply their knowledge of Deep Neural Networks and related machine learning methods. The earner knows how to use Python libraries such as PyTorch for Deep...

IBM Applied AI Professional Certificate

This badge earner has a firm understanding of AI, its applications and use cases, and is familiar with IBM Watson AI services and APIs. They can create AI driven chatbots and have gained practical...

Advanced Machine Learning Models Using IBM SPSS Modeler...

This credential earner has completed instructor-led learning for understanding advanced models in IBM SPSS Modeler, including the PCA/Factor technique to reduce the number of fields to a number of...

Advanced Manufacturing Solution Developer

The badge earner has understanding of Advanced Manufacturing solutions in the area of IBM Cloud, IBM Watson IoT Platform, IoT Solution Development, Deep Learning and knowledge with Python and NodeJS....

Data Visualization Using Python

This badge earner understands how Python libraries such as Matplotib, Seaborn and Folium are used for the creation and customization of graphical representation outputs for both small and large-scale...

Data Analysis Using Python

This badge earner understands the essential steps necessary to analyze data in Python using multi-dimensional arrays, manipulating DataFrames in pandas, using SciPy library of mathematical routines...

Artificial Intelligence & Machine Learning - Advanced...

This badge earner is able to identify systems with artificial intelligence, use classical artificial intelligence techniques such as search algorithms, minimax algorithm and neural networks, and apply...

Master the Mainframe 2020 - Level 2

This badge earner has learned and displayed fundamental mainframe skills. This individual is able to perform everyday tasks in an IBM Z mainframe environment, including administering data sets,...

Python

Through self-paced learning, this badge earner has displayed an understanding of topics such as what is Python programming language? data types, variable assignment, arithmetic operations, conditional...

Statistics for Data Science with Python

This badge earner has demonstrated foundational knowledge of statistical analysis. They are able to summarize, present and visualize data in a way that is clear, concise and provides practical insight...

Data Science Fundamentals Specialization

The badge earner has demonstrated mastery of foundational skills required for Data Science, including open source tools and libraries such as Jupyter notebooks and R Studio, Python programming...

Using Open Source Tools on IBM i - Code: AS40G

This credential earner has completed instructor-led learning for understanding the installation and administration of open source packages on IBM i as well as how to use some of the open source...

Data Analyst Professional Certificate

This credential earner has demonstrated proficiency in applying different analytical techniques by analyzing real-world datasets, creating visualizations & interactive dashboards, and presenting...

Python Essentials

This credential earner has the core skills in Python such as critical data structures, programming fundamentals and experience with core libraries for data science. They can apply this knowledge to...

Applied Data Science Specialization (V2)

This badge earner has demonstrated practical skills required to solve real-world data science challenges. The earner has developed core skills in Python and can apply these skills to create...

Data Analyst Professional Certificate (V2)

This credential earner has demonstrated proficiency in applying different analytical techniques by analyzing real-world datasets, creating visualizations & interactive dashboards, and presenting...

IBM Applied AI Professional Certificate (V2)

This badge earner has a firm understanding of AI, its applications and use cases, and is familiar with IBM Watson AI services and APIs. They can create AI driven chatbots and have gained practical...

Data Science Fundamentals Specialization (V2)

The badge earner has demonstrated mastery of foundational skills required for Data Science, including open source tools and libraries such as Jupyter notebooks and R Studio, Python programming...

Certificate in Info Insights using Python

This certificate earner has the abilities of a Python programmer and is capable of performing activities like web scrapping, exploratory data analysis, and network algorithms for information analysis....

Advanced Certificate in Full Stack using JavaScript

This credential earner has an in-depth knowledge of the latest JavaScript technologies that include service implementation using REST API with Express. The individual also understands the...

Data Science Professional Certificate (V2)

The badge earner is ready for a career in data science with demonstrated ability to solve for real-world problems. They can apply Data Science methodology - work with Jupyter notebooks - create Python...

Python Project for Data Science

This badge earner demonstrates foundational Python skills for working with data. This includes: understanding the role of a Data Scientist / Data Analyst; applying Python fundamentals, working with...

Python Project for AI and Application Development

This badge earner is able to apply foundational Python skills by implementing different techniques to develop applications and AI powered solutions. The individual has acquired the confidence to begin...

Python Project for Data Engineering

This badge earner demonstrates foundational Python skills by implementing different approaches to collect and work with data. They are able to extract data from multiple data sources employing...

Machine Learning with Python

This credential earner understands the basics of machine learning using Python such as: Distinguishing the difference between the two main types of machine learning methods: supervised & unsupervised;...

Analyzing Data with Python

This credential earner understands the essential steps necessary to analyze data in Python using multi-dimensional arrays, manipulating DataFrames in pandas, using SciPy library of mathematical...

Visualizing Data with Python

This credential earner understands how Python libraries such as Matplotib, Seaborn and Folium are used for the creation and customization of graphical representation outputs for both small and...

SQL for Data Science

This credential earner understands how to construct and execute SQL queries and how to create a database in the cloud. The earner is able to use string patterns and ranges to query data, and can sort...

Deep Learning with Python and PyTorch

This credential earner knows how to apply knowledge of deep neural networks and related machine learning methods. This includes building and training deep neural networks using PyTorch, and building...

Data & AI: Jumpstart Your Journey

This badge earner has gained introductory knowledge and hands-on experience regarding ML and MLOps. Specifically, they have gained hands-on experience in the following: Python for DataScience and...

Computer Vision Fundamentals with Watson and OpenCV

This credential earner understands how to utilize Python, Watson AI, and OpenCV to process images and interact with image classification models.

PyTorch Basics for Machine Learning

This credential earner knows how to build a machine learning pipeline in PyTorch, how to train models in PyTorch, and how to load large datasets. They understand how to train machine learning...

Python for AI & Development Project

This credential earner is able to demonstrate Python basic skills for developing AI powered applications. They can describe the purpose of unit testing and packaging, and have developed the skills to...