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TORRENT DETAILS
Udemy - OCR For Smart Data Extraction From PDF And Images With NER
TORRENT SUMMARY
Status:
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Learn Data Extraction, Labelling with Training using Spacy & build a solution with Python, Pandas, OCR and NER concepts
What you'll learn
Understand data extraction from different types of documents such as PDF, Word and Scanned Images
Learn how to use Tesseract and PyTesseract for recognition of data from images
Learn how to use Spacy efficiently for labelling along with training on custom data for NER
Use Pandas to convert extracted data to a CSV format
Requirements
Basic Python Programming knowledge
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Course Starter/001 Course Starter - How to approach the course.mp4
18.6 MB
~Get Your Files Here !/01 - Course Starter/001 Course Starter - How to approach the course_en.srt
6.8 KB
~Get Your Files Here !/02 - Environment Setup/001 Objectives.mp4
1.4 MB
~Get Your Files Here !/02 - Environment Setup/001 Objectives_en.srt
1.1 KB
~Get Your Files Here !/02 - Environment Setup/002 Environment-Setup-Manual-Windows.docx
18 KB
~Get Your Files Here !/02 - Environment Setup/002 Tools Setup - Windows.mp4
10.3 MB
~Get Your Files Here !/02 - Environment Setup/002 Tools Setup - Windows_en.srt
4.4 KB
~Get Your Files Here !/02 - Environment Setup/003 Environment-Setup-Manual-Ubuntu.docx
14.3 KB
~Get Your Files Here !/02 - Environment Setup/003 Tools Setup - Ubuntu.mp4
5.1 MB
~Get Your Files Here !/02 - Environment Setup/003 Tools Setup - Ubuntu_en.srt
3 KB
~Get Your Files Here !/02 - Environment Setup/004 main.py
483 B
~Get Your Files Here !/02 - Environment Setup/004 Using Pycharm for Coding.mp4
29.7 MB
~Get Your Files Here !/02 - Environment Setup/004 Using Pycharm for Coding_en.srt
7.2 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/001 Objectives.mp4
2.2 MB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/001 Objectives_en.srt
1 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/002 Understanding Data Conversion.mp4
17.6 MB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/002 Understanding Data Conversion_en.srt
4.1 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/003 Conversion and Extraction from Structured PDF document.mp4
21.9 MB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/003 Conversion and Extraction from Structured PDF document_en.srt
4.3 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/003 convert-pdf.py
807 B
~Get Your Files Here !/03 - Conversion of Document to Images and Text/003 Invoice-Bill.pdf
51.3 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/004 Conversion of Scanned PDF document.mp4
29.5 MB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/004 Conversion of Scanned PDF document_en.srt
5.6 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/004 convert-pdf-scanned.py
1.5 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/004 Invoice-Bill-Scanned.pdf
294.8 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/005 Conversion and Extraction of data from word document.mp4
27.1 MB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/005 Conversion and Extraction of data from word document_en.srt
4.7 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/005 convert-doc-pdf.py
687 B
~Get Your Files Here !/03 - Conversion of Document to Images and Text/005 Invoice-Bill-DocType.docx
23.3 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/006 Common Format for Pipeline.mp4
15.5 MB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/006 Common Format for Pipeline_en.srt
2.7 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/006 convert-pdf-scanned.py
1.5 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/006 Invoice-Bill-DocType.docx
23.3 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/006 Invoice-Bill.pdf
51.3 KB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/007 Code Download Instructions.mp4
3.1 MB
~Get Your Files Here !/03 - Conversion of Document to Images and Text/007 Code Download Instructions_en.srt
1.3 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/001 Objectives.mp4
2.3 MB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/001 Objectives_en.srt
1019 B
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/002 Image Reading using PIL and OpenCV.mp4
17.8 MB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/002 Image Reading using PIL and OpenCV_en.srt
4.1 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/002 image-reading.ipynb
2.5 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/002 image.jpg
219.2 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/003 Tesseract for Extraction.mp4
7.1 MB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/003 Tesseract for Extraction_en.srt
3.1 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/004 Tesseract Page Segmentation Mode (PSM) and OCR Engine Mode (OEM).mp4
6 MB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/004 Tesseract Page Segmentation Mode (PSM) and OCR Engine Mode (OEM)_en.srt
1.7 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/005 PyTesseract Operations.mp4
7.1 MB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/005 PyTesseract Operations_en.srt
3.9 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/006 extract-data.py
731 B
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/006 Extraction of Data From Image.mp4
20 MB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/006 Extraction of Data From Image_en.srt
4.1 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/006 Invoice-Bill-DocType.jpg
252.3 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/006 Invoice-Bill-Scanned.jpg
283.8 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/006 Invoice-Bill.jpg
252.1 KB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/007 Code Download Instructions.mp4
1.8 MB
~Get Your Files Here !/04 - Extraction of Data from Images using OCR/007 Code Download Instructions_en.srt
1013 B
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/001 Objectives.mp4
2.2 MB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/001 Objectives_en.srt
982 B
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/002 Named Entity Recognition (NER).mp4
9.9 MB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/002 Named Entity Recognition (NER)_en.srt
3.6 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/003 Introducing Spacy.mp4
7.5 MB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/003 Introducing Spacy_en.srt
2.1 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/004 Spacy Entity Types.mp4
4.2 MB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/004 Spacy Entity Types_en.srt
1.5 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/005 IOB Format.mp4
3.4 MB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/005 IOB Format_en.srt
1.4 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/006 extract-text.txt
1 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/006 Labelling with Spacy for NER.mp4
24.5 MB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/006 Labelling with Spacy for NER_en.srt
4.6 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/006 main.py
712 B
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/007 base-config.cfg
4.1 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/007 default-config.cfg
4.1 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/007 spacy-training.py
1 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/007 Training Spacy model on custom data using NER.mp4
77.5 MB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/007 Training Spacy model on custom data using NER_en.srt
7.4 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/008 Predicting using Trained Spacy Model.mp4
11.3 MB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/008 Predicting using Trained Spacy Model_en.srt
1.9 KB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/008 prediction-spacy.py
358 B
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/009 Code Download Instructions.mp4
2.2 MB
~Get Your Files Here !/05 - Labelling Data and Training Spacy Model/009 Code Download Instructions_en.srt
1.1 KB
~Get Your Files Here !/06 - Convert Data to CSV Output using Pandas/001 Objectives.mp4
844.5 KB
~Get Your Files Here !/06 - Convert Data to CSV Output using Pandas/001 Objectives_en.srt
703 B
~Get Your Files Here !/06 - Convert Data to CSV Output using Pandas/002 Pandas.mp4
6.6 MB
~Get Your Files Here !/06 - Convert Data to CSV Output using Pandas/002 Pandas_en.srt
2.9 KB
~Get Your Files Here !/06 - Convert Data to CSV Output using Pandas/003 Convert Data to CSV Output.mp4
12.6 MB
~Get Your Files Here !/06 - Convert Data to CSV Output using Pandas/003 Convert Data to CSV Output_en.srt
2.2 KB
~Get Your Files Here !/06 - Convert Data to CSV Output using Pandas/003 extract-text.txt
1 KB
~Get Your Files Here !/06 - Convert Data to CSV Output using Pandas/003 main.py
1.1 KB
~Get Your Files Here !/06 - Convert Data to CSV Output using Pandas/004 Code Download Instructions.mp4
1.4 MB
~Get Your Files Here !/06 - Convert Data to CSV Output using Pandas/004 Code Download Instructions_en.srt
1007 B
~Get Your Files Here !/07 - Final Project/001 Objectives.mp4
1.3 MB
~Get Your Files Here !/07 - Final Project/001 Objectives_en.srt
1002 B
~Get Your Files Here !/07 - Final Project/002 Workflow Pipeline.mp4
4.2 MB
~Get Your Files Here !/07 - Final Project/002 Workflow Pipeline_en.srt
2.1 KB
~Get Your Files Here !/07 - Final Project/003 Smart Data Extractor Project.mp4
79.2 MB
~Get Your Files Here !/07 - Final Project/003 Smart Data Extractor Project_en.srt
12.3 KB
~Get Your Files Here !/07 - Final Project/003 Smart-Data-Extractor-Project.mp4
37.9 MB
~Get Your Files Here !/07 - Final Project/004 Code Download Instructions.mp4
