Visualization of Project Data in Construction. Basic Data Visualization Tools. 📚 8 Lessons
Main platforms for visualizing Big Data: PowerBI, Tableu, Google Data Studio, Jupyter Notebook.
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In this course, we will step by step, using the example of real data, we will go through the main processes related to the topic “Big data and machine learning”.
🎓 In this fourth part:
✔️ we will look at the main platforms for visualizing Big Data and consider the main Data Visualization Online-Tools for Big Data. We will briefly look at these platforms and generate several reports in each of the platforms. This will give you the opportunity to choose the right platform that suits you and your data.
✔️ In practical lesson we exported an excel file with our data to the Kaggle platform and using a Jupyter Notebook we cleared the data and visualized the data using different python libraries.
📚 You will be guided through the basics of using:
🔎 Topics covered in this course:
📝 Lecture 2. Data Visualization Tools. Power BI, Tableau, Google Data Studio, Jupyter.
What is Business Intelligence?
Data Visualization Tools
Was ist Business Intelligence? Was ist BI?
Jupyter Notebooks as a Custom Calculation Engine
Machine Learning Visualizations made in Python
📝 Lecture 3. Python Data Visualizations. Prepare Data for Visualizations. (Part 1/3)
Export data from Excel to Python
Uploading data to Visualizations on Kaggle
Introduction to Jupyter Notebooks
Prepare data for Visualisations
📝 Lecture 4. Python Data Visualizations. Clean data for Visualizations (Part 2/3).
Clean data for Visualizations
Use Pandas in Jupyter Notebook
Data Cleaning With Pandas
📝 Lecture 5. Python Data Visualizations. Data Visualizations in Jupyter Notebook (Part 3/3).
Visualization with Seaborn and Matplotlib
Data visualization by Heatmaps and Scatter plots
Python Treemaps with Squarify
Three-Dimensional Plotting in Matplotlib
📝 Lecture 6. Practice. Power BI. Introduction and getting started.
Pros and Cons of Power BI
Import an Excel file into Power BI
How to Get Started
Treemaps in Power BI
Creating Reports in Power BI
📝 Lecture 7. Practice. Tableau. Introduction and getting started.
Pros and Cons of Tableau
Import an Excel file into Tableu
How to Get Started in Tableu
Treemaps in Tableu
Creating Reports in Tableu
Creating Dashboards in Tableu
📝 Lecture 8. Practice. Google Data Studio. Introduction and getting started.
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