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TRAINING COURSE CATALOG

An ever-growing library of relevant training courses

Award-winning training content collections for your employees, customers, and partners across the globe. Our collections include thousands of courses professionally created for a more productive workplace.

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Advanced Visualizations & Dashboards: Visualization Using Python

This course introduces methods for building and implementing visualizations in data science, focusing on Python libraries such as Matplotlib, ggplot, bokeh, and Pygal.
Languages Icon English (US)
Duration Icon 37 Minutes

Data Gathering

In data science, you need to gather data, extracting, parsing, and scraping data from various sources, both internal and external as a critical first part in the data science pipeline. Explore examples of practical tools for data gathering.
Languages Icon English (US)
Duration Icon 67 Minutes

Data Filtering

Once data is gathered for data science, it is often in an unstructured or raw format and must be filtered for content and validity. Explore examples of practical tools and techniques for data filtering.
Languages Icon English (US)
Duration Icon 56 Minutes

Data Communication & Visualization

The final step in the data science pipeline is to communicate the results or findings. Explore communication and visualization concepts needed by data scientists.
Languages Icon English (US)
Duration Icon 72 Minutes

Clustering, Errors, & Validation

Machine learning is a particular area of data science that uses techniques to create models from data without being explicitly programmed. Examine clustering, errors, and validation in machine learning.
Languages Icon English (US)
Duration Icon 33 Minutes

Data Wrangling with Python 3.x

This course provides a hands-on introduction to data science for individuals working with continuously generated organizational data, whether structured or unstructured.
Languages Icon English (US)
Duration Icon 203 Minutes

Tableau Tips, Tricks, and Techniques

This course provides comprehensive training in Tableau 2019, a leading self-service business intelligence and data visualization tool used by data science and BI professionals.
Languages Icon English (US)
Duration Icon 123 Minutes

Jupyter Notebook for Data Science

This course introduces students to Jupyter Notebook, a leading tool for interactive data exploration and visualization in Python.
Languages Icon English (US)
Duration Icon 188 Minutes

Advanced Statistics and Data Mining for Data Science

This video course provides a comprehensive introduction to data science by integrating methods from statistics, computer science, and machine learning.
Languages Icon English (US)
Duration Icon 165 Minutes

Basic Statistics and Data Mining for Data Science

This course introduces core data science concepts, combining statistics, computer science, machine learning, databases, and visualization.
Languages Icon English (US)
Duration Icon 169 Minutes

Probability / Statistics – The Foundations of Machine Learning

This course provides a practical, code-oriented introduction to probability and statistics tailored for computer science, with a particular focus on data science and machine learning applications.
Languages Icon English (US)
Duration Icon 384 Minutes

Practical Linux Command Line 2.0

This course provides a foundational understanding of the Linux command line, vital for IT fields such as software development, data science, robotics, and system administration.
Languages Icon English (US)
Duration Icon 204 Minutes

Become a Python Data Analyst

The Python programming language has become a major player in the world of Data Science and Analytics.
Languages Icon English (US)
Duration Icon 261 Minutes

Julia Programming Language – From Zero to Expert

This course provides a comprehensive introduction to Julia, focusing on rapid mastery of both the language's core syntax and its applied uses in data science and machine learning.
Languages Icon English (US)
Duration Icon 205 Minutes

Python Object-Oriented Programming: Hands-on for Beginners [Updated for 2021]

From DevOps to cloud computing and data science, the Python programming language is used in almost every field of computer science.
Languages Icon English (US)
Duration Icon 200 Minutes

Mastering Data Science and Machine Learning Fundamentals

This course introduces the fundamentals of data science and machine learning, essential in fields such as IT, security, marketing, automation, and medicine.
Languages Icon English (US)
Duration Icon 102 Minutes

KNIME for Data Science and Data Cleaning

This course explores advanced data cleaning and preparation techniques using KNIME, emphasizing efficiency and ease of use.
Languages Icon English (US)
Duration Icon 168 Minutes

Data science and Data preparation with KNIME

This course introduces efficient data preparation and cleaning techniques using KNIME, a flexible, user-friendly platform suitable for both coders and non-coders.
Languages Icon English (US)
Duration Icon 235 Minutes

Linear Algebra for Data Science in Python

This course equips students with essential linear algebra skills for data science in Python, focusing on efficient code vectorization to optimize calculations and leverage the power of modern machine and deep learning libraries.
Languages Icon English (US)
Duration Icon 48 Minutes

Learning Python for Data Science

This course introduces Python, a leading open-source programming language in data science, emphasizing its robust ecosystem for data analysis, visualization, and machine learning.
Languages Icon English (US)
Duration Icon 218 Minutes

Intro to Data Literacy: Introduction to BADIR and Critical Thinking

You will learn how both data science and decision science are needed to achieve business results, and Piyanka will introduce the BADIR approach.
Languages Icon English (US)
Duration Icon 5 Minutes

DA-100: Microsoft Power BI (Part 5 of 6): Visualize Effectively

This advanced data science course emphasizes effective storytelling with data and the use of alternative data sources.
Languages Icon English (US)
Duration Icon 140 Minutes
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