From Excel to Python | Knime: preprocess and visualize data

Learn to pre-process and visualize data frames by using popular analytical software: Python & Knime & Excel
4.29 (40 reviews)
Udemy
platform
English
language
Other
category
From Excel to Python | Knime: preprocess and visualize data
224
students
5 hours
content
May 2024
last update
$19.99
regular price

Why take this course?

🚀 Course Title: From Excel to Python | Knime: Preprocess and Visualize Data


🎉 Headline: Master Data Preparation & Visualization with Python & Knime & Excel!


Unlock the Secrets of Data with Our Comprehensive Course!

Are you ready to elevate your data game? Dive into the world of data preprocessing and visualization with our expert-led online course, taught by the renowned Barbora Stetinova, MBA. This course is designed to take you from the familiarity of Excel to the powerful realms of Python and Knime, transforming the way you handle and understand your data.

🔍 What You'll Learn:

  • Data Exploration Techniques: Master the art of data visualization and wrangling, which are crucial steps in preparing and comprehending your datasets. These skills will significantly streamline the machine learning process for you.

  • Hands-On Experience: Engage with a variety of hands-on exercises across three key platforms:

    1. Python: A versatile and powerful programming language that's essential for any data scientist. We'll guide you through its setup and features to get you started.
    2. KNIME: An intuitive analytics platform that's perfect for integrating different data sources and applying complex analytical processes. You'll learn how to harness KNIME's full potential.
    3. Excel: The go-to tool for countless professionals, Excel is indispensable when it comes to data manipulation. We'll show you how to effectively load data into Excel and make the most of its capabilities. 📊

Course Breakdown:

  1. Getting Started with KNIME:

    • Learn about the KNIME environment and how to set it up.
    • Understand the basics of using KNIME for data analysis.
  2. Beginning with Python:

    • Get familiar with the Python ecosystem and install the necessary packages.
    • Explore the fundamentals of Python coding in data science.
  3. Data Handling Across Platforms:

    • Learn how to import and manage data from both Excel and CSV files across all three platforms.
  4. Deep Dive into Data Manipulation:

    • Discover the various methods of transforming your data, including:
      • Row and column manipulations
      • Date and time handling
    • Understand feature scaling to ensure consistent input for machine learning models.
  5. Data Visualization Mastery:

    • Create a variety of visualizations to uncover patterns and insights in your data, such as:
      • Histograms
      • Line plots
      • Pie charts
      • Scatter plots
      • Box plots 🎨

Why Choose This Course?

  • Expert Instructor: Barbora Stetinova, MBA, brings a wealth of knowledge and practical experience to the course.
  • Hands-On Learning: Learn by doing with real-world exercises that apply directly to your projects.
  • Flexible & Convenient: Study at your own pace, from anywhere in the world.
  • Skill Advancement: Bridge the gap between your current skills and the advanced data handling capabilities of Python and Knime.

📆 Enroll now and embark on a journey to transform your approach to data analysis! 🚀


Enroll Today & Unlock Your Data's Story! 💫

Whether you're a data enthusiast, a professional looking to upskill, or anyone in between, this course will provide you with the tools and knowledge necessary to tackle complex data challenges with confidence. Don't let your data tell half-stories; learn how to visualize and preprocess it effectively and efficiently using Python, Knime, and Excel. 📈

Join us and become a data whiz! 🌟

Course Gallery

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2183230
udemy ID
29/01/2019
course created date
08/02/2020
course indexed date
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