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01 - Course Starter
001 Course Starter - How to approach the course.mp4
18.59 MB
001 Course Starter - How to approach the course_en.srt
6.77 KB
02 - Environment Setup
001 Objectives.mp4
1.40 MB
001 Objectives_en.srt
1.07 KB
002 Environment-Setup-Manual-Windows.docx
17.98 KB
002 Tools Setup - Windows.mp4
10.26 MB
002 Tools Setup - Windows_en.srt
4.43 KB
003 Environment-Setup-Manual-Ubuntu.docx
14.26 KB
003 Tools Setup - Ubuntu.mp4
5.13 MB
003 Tools Setup - Ubuntu_en.srt
3.01 KB
004 Using Pycharm for Coding.mp4
29.70 MB
004 Using Pycharm for Coding_en.srt
7.21 KB
004 main.py
0.47 KB
03 - Conversion of Document to Images and Text
001 Objectives.mp4
2.23 MB
001 Objectives_en.srt
1.05 KB
002 Understanding Data Conversion.mp4
17.65 MB
002 Understanding Data Conversion_en.srt
4.05 KB
003 Conversion and Extraction from Structured PDF document.mp4
21.93 MB
003 Conversion and Extraction from Structured PDF document_en.srt
4.25 KB
003 Invoice-Bill.pdf
51.26 KB
003 convert-pdf.py
0.79 KB
004 Conversion of Scanned PDF document.mp4
29.46 MB
004 Conversion of Scanned PDF document_en.srt
5.57 KB
004 Invoice-Bill-Scanned.pdf
294.78 KB
004 convert-pdf-scanned.py
1.52 KB
005 Conversion and Extraction of data from word document.mp4
27.10 MB
005 Conversion and Extraction of data from word document_en.srt
4.69 KB
005 Invoice-Bill-DocType.docx
23.25 KB
005 convert-doc-pdf.py
0.67 KB
006 Common Format for Pipeline.mp4
15.45 MB
006 Common Format for Pipeline_en.srt
2.69 KB
006 Invoice-Bill-DocType.docx
23.25 KB
006 Invoice-Bill.pdf
51.26 KB
006 convert-pdf-scanned.py
1.52 KB
007 Code Download Instructions.mp4
3.12 MB
007 Code Download Instructions_en.srt
1.30 KB
04 - Extraction of Data from Images using OCR
001 Objectives.mp4
2.28 MB
001 Objectives_en.srt
1.00 KB
002 Image Reading using PIL and OpenCV.mp4
17.82 MB
002 Image Reading using PIL and OpenCV_en.srt
4.06 KB
002 image-reading.ipynb
2.46 KB
002 image.jpg
219.19 KB
003 Tesseract for Extraction.mp4
7.14 MB
003 Tesseract for Extraction_en.srt
3.06 KB
004 Tesseract Page Segmentation Mode (PSM) and OCR Engine Mode (OEM).mp4
6.04 MB
004 Tesseract Page Segmentation Mode (PSM) and OCR Engine Mode (OEM)_en.srt
1.71 KB
005 PyTesseract Operations.mp4
7.15 MB
005 PyTesseract Operations_en.srt
3.88 KB
006 Extraction of Data From Image.mp4
19.98 MB
006 Extraction of Data From Image_en.srt
4.13 KB
006 Invoice-Bill-DocType.jpg
252.31 KB
006 Invoice-Bill-Scanned.jpg
283.78 KB
006 Invoice-Bill.jpg
252.10 KB
006 extract-data.py
0.71 KB
007 Code Download Instructions.mp4
1.78 MB
007 Code Download Instructions_en.srt
0.99 KB
05 - Labelling Data and Training Spacy Model
001 Objectives.mp4
2.17 MB
001 Objectives_en.srt
0.96 KB
002 Named Entity Recognition (NER).mp4
9.94 MB
002 Named Entity Recognition (NER)_en.srt
3.60 KB
003 Introducing Spacy.mp4
7.50 MB
003 Introducing Spacy_en.srt
2.08 KB
004 Spacy Entity Types.mp4
4.16 MB
004 Spacy Entity Types_en.srt
1.49 KB
005 IOB Format.mp4
3.41 MB
005 IOB Format_en.srt
1.37 KB
006 Labelling with Spacy for NER.mp4
24.52 MB
006 Labelling with Spacy for NER_en.srt
4.57 KB
006 extract-text.txt
1.01 KB
006 main.py
0.70 KB
007 Training Spacy model on custom data using NER.mp4
77.50 MB
007 Training Spacy model on custom data using NER_en.srt
7.42 KB
007 base-config.cfg
4.06 KB
007 default-config.cfg
4.13 KB
007 spacy-training.py
1.02 KB
008 Predicting using Trained Spacy Model.mp4
11.34 MB
008 Predicting using Trained Spacy Model_en.srt
1.91 KB
008 prediction-spacy.py
0.35 KB
009 Code Download Instructions.mp4
2.17 MB
009 Code Download Instructions_en.srt
1.11 KB
06 - Convert Data to CSV Output using Pandas
001 Objectives.mp4
844.51 KB
001 Objectives_en.srt
0.69 KB
002 Pandas.mp4
6.57 MB
002 Pandas_en.srt
2.95 KB
003 Convert Data to CSV Output.mp4
12.63 MB
003 Convert Data to CSV Output_en.srt
2.20 KB
003 extract-text.txt
1.01 KB
003 main.py
1.15 KB
004 Code Download Instructions.mp4
1.36 MB
004 Code Download Instructions_en.srt
0.98 KB
07 - Final Project
001 Objectives.mp4
1.32 MB
001 Objectives_en.srt
0.98 KB
002 Workflow Pipeline.mp4
4.24 MB
002 Workflow Pipeline_en.srt
2.10 KB
003 Smart Data Extractor Project.mp4
79.23 MB
003 Smart Data Extractor Project_en.srt
12.26 KB
003 Smart-Data-Extractor-Project.mp4
37.90 MB
004 Code Download Instructions.mp4
1.59 MB
004 Code Download Instructions_en.srt
1.04 KB
005 Article-File-with-Social-Media-Links.docx
12.58 KB
005 Links.docx
12.37 KB
005 More Learnings.mp4
5.87 MB
005 More Learnings_en.srt
1.75 KB
Bonus Resources.txt
0.38 KB
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