Natural Language Processing With NLTK & Python – NLP Tutorial




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Learn Natural Language Processing With NLTK and Python – NLP Tutorial for Beginners to advanced.

00:00 Introduction
00:26 Definitions
08:40 NLP Programming In Python
10:40 sentence and Word Tokenization
14:00 Removing Stop words
17:50 Stemming
21:00 Lemmatizing
24:35 Parts of Speech Tagging
26:20 Frequency Distribution Plots

πŸ‘‰Data Sourcing via Web Scraping Using BeautifulSoup Object and Tag Object https://youtu.be/nl9S_HGqq_Y

πŸ‘‰Web Scraping Using BeautifulSoup NavigableString Object in Python https://youtu.be/7_u-gbX32Wo

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πŸ‘‰Outlier Detection By Univariate Method for Machine Learning https://youtu.be/pcD6X_ftk3g

πŸ‘‰Scale & Transform Data Variables for Machine Learning With Scikit-learn Preprocessing https://youtu.be/_oow8C2ObHo

πŸ‘‰Spearmans Rank Correlation Chi square Test for Independence https://youtu.be/IM2Xrd2ufM0

πŸ‘‰ Pearson Correlation Coefficient: Parametric Correlation Analysis Using Scipy & Seaborn https://youtu.be/B8LcYdblXBI

πŸ‘‰ Summary Statistics | Descriptive Statistics With Scipy, NumPy, Pandas https://youtu.be/6Jz67_xNk7U

πŸ‘‰ Addition and Subtractiom Using Numpy https://youtu.be/LSkaoYCP5R8

πŸ‘‰ Matrix Multiplication Dot Product Using Numpy https://youtu.be/dbGURqOjSUU

#nltk
#nlp
#naturallanguageprocessing
#pythondatascience
#machinelearning

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πŸ‘‰ Plot Boxplots, Scatterplot Matrices, Histogram Using Seaborn, Matplotlib & Pandas https://youtu.be/xzoMc4yqriY

πŸ‘‰ Plot Time Series Data With Matplotlib, Pandas and Numpy https://youtu.be/Ir8AGb-zi0o

πŸ‘‰ Labeling, Add legend & Annotating Graphs/Plots https://youtu.be/94SSly4Gf1g

πŸ‘‰ Plot Colors, Marker Styles and Line Styles https://youtu.be/ZGG5_kMDjhU

πŸ‘‰ Add Plot elements and Create subplots https://youtu.be/aVgIbz0ujcg

πŸ‘‰ Create Line Chart, Bar Chart and Pie Chart (How to Save As PNG Image) https://youtu.be/DPbejF39G1Q

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πŸ‘‰ What is Data Science https://youtu.be/f6ZWcC99pXE

πŸ‘‰ Why Python for Data Analysis https://youtu.be/v2pz_wuWuaw

πŸ‘‰ Filtering and Selecting Data https://youtu.be/wQQEqEdUV9k

πŸ‘‰ Treating Missing Values https://youtu.be/eUnqjELRQZo

πŸ‘‰ Removing Duplicates From Data https://youtu.be/Pu6J1Fl6hH0

πŸ‘‰ Data Concatenation & Transformation https://youtu.be/QOtRd-RPH-k

πŸ‘‰ Grouping Data ( How to Import CSV File in Python – Jupyter Notebook ) https://youtu.be/L0yyaI37bw4

πŸ‘‰ What is the Best Data Visualization Technique For You? Part 1 https://youtu.be/WrL5P50FMP4

πŸ‘‰ What is the Best Data Visualization Technique For You? Part 2 https://youtu.be/xIEFEzcS15o

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