Course Content
Introduction
0/1
Introduction
02:09
Python. 1st Dataset. PDF files. Tika OCR. Regular Expression. Array und Function
0/5
Python. Choosing python IDE. Anaconda. Install Python.
05:38
1st Dataset. PDF files. Tika OCR. Extracting content and metadata.
08:40
Regular Expression in Python. Pattern matching in Python with RegEx.
10:33
Array und Function in Python. Add data to Array. Create function.
09:48
Python & Regular Expressions
Pandas DataFrame. Kaggle. Jupiter Notebook.
0/3
Pandas DataFrame. Two-dimensional size-mutable, tabular data structure.
09:15
Kaggle. Jupiter Notebook. Create an account. Plotting with matplotlib and seabor
11:35
Pandas & Kaggle
Independent Work Tasks. 2nd Dataset.
0/2
2nd Dataset. Task. Data from PDF. Getting data from PDF drawings.
01:52
2nd Dataset. My solution.
05:39
GitHub. Desktop GitHub
0/1
GitHub. Desktop GitHub. Store and manage code
07:03
Big Data. Extract Data from PDF Drawings and Documents. PDF – Excel – Charts and Graphs. 📚 10 Lessons

📚 Additional materials on topics covered in the course:

Kaggle. The Beginner’s Guide
https://elitedatascience.com/beginner-kaggle

Jupyter Notebook: An Introduction
https://realpython.com/jupyter-notebook-introduction/

Delete rows/columns from DataFrame using Pandas.drop()
https://www.geeksforgeeks.org/python-delete-rows-columns-from-dataframe-using-pandas-drop/

Simple Scatter Plots
https://jakevdp.github.io/PythonDataScienceHandbook/04.02-simple-scatter-plots.html

🔎 Topics covered in this course:

  • How do I upload a file to kaggle kernel?

  • How do you use kaggle dataset?

  • How to run Jupyter notebook using Kaggle kernels?

  • How to convert a CSV to dataframe in Python Jupyter Notebook?

  • How to use the functions of Pandas Dataframe?

  • How do I change the date format of a column in pandas?

  • How do I convert a string to datetime Objects in Python?

  • How to Calculate Difference Between Two Dates in Pandas Dataframe?

  • How do I delete a column in pandas DataFrame?

  • How do I add columns in  pandas DataFrame?

  • How do you visualize a dataset?

  • How do you plot a DataFrame in pandas?

Exercise Files
kaggle_notebook_data_from_pdf_drawings.zip
Size: 18.54 KB
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