PinnedManmohan SinghinTowards Data ScienceSummarize Reddit Comments using T5, BART, GPT-2, XLNet ModelsWe will use the Transformers and bert-extractive-summarizer library to fetch the pre-trained model and then summarize the Reddit comment…Dec 10, 20206Dec 10, 20206
Manmohan SinghinTowards Data ScienceHow to Extract Keywords from Audio files with Natural Language processing(NLP)HuggingFace Transformers to convert voice to text and Spacy to Extract KeywordsApr 7, 20211Apr 7, 20211
Manmohan SinghinTowards Data ScienceImprove Python Substring knowledge with these 10 Frequently Asked QuestionExplanation related to String Slicing, Indexing, types of substring search, replace, repetition of substring and moreMar 18, 2021Mar 18, 2021
Manmohan SinghinTowards Data ScienceAggregation of Reddit Comments using a Scikit-learn K-means clustering algorithmLearn about how HuggingFace Roberta Tokenizer and TfidfVectorizer helps in preparing input for K-meansMar 12, 2021Mar 12, 2021
Manmohan SinghinTowards Data ScienceKeyword Extraction process in Python with Natural Language Processing(NLP)We will discuss spaCy, YAKE, rake-nltk and Gensim for Keyword Extraction Process.Feb 3, 20217Feb 3, 20217
Manmohan SinghinTowards Data Science4 Python libraries to detect English and Non-English languageWe will discuss spacy-langdetect, Pycld2, TextBlob, and Googletrans for language detection.Jan 21, 20219Jan 21, 20219
Manmohan SinghinTowards AI5 Tricks to Improve Bar Graphs: MatplotlibLearn to build a clean and interesting Bar Graph using various Matplotlib functionalityDec 4, 2020Dec 4, 2020
Manmohan SinghinTowards Data ScienceJoin Pandas Aggregate and SQL Analytic FunctionsWe implement moving averages, rank items, cumulative sums with aggregate function sum, average, min, and max.Oct 28, 2020Oct 28, 2020
Manmohan SinghinAnalytics VidhyaFirst Step in EDA: Descriptive Statistics AnalysisFind the pattern in data, data discovery, data cleaning using Measure of Central Datapoint and Measure of Dispersion.Oct 23, 2020Oct 23, 2020
Manmohan Singh4 Major challenges in the progress of the Indian Education SystemWe will discuss problems related to infrastructure, teachers, education policy, and reservation systems in the Indian Education System.Sep 25, 2020Sep 25, 2020