RANJI RAJ

Creating Flow Diagrams and Inserting Images in LaTeX | Tutorial 5

Introduction to LaTeX on Overleaf | Tutorial 1

Deep Learning | Long Short Term Memory (LSTM)

Regression Evaluation Metrics | R, R-Squared and Adjusted R-Squared

Nayi Shuruwat 🎉

New Hindi Channel Announcement | Adhyapakh

Deep Learning | Teacher Forcing

Data Science with R | Variables and Vectors

Data Science with R | Introduction to R programming language

Data Science Interview Series | Part 03

Data Science Interview Questions | Part - 02

Data Science Interview series | Part -1

Machine Learning | Semi-Supervised SVM (S3VM/TSVM)

Machine Learning | Safe Semi-Supervised Learning

Machine Learning | Semi-Supervised Learning

Kernel Matrix (Python review) & Code flow using Python Tutor

Machine Learning | Kernel function & Kernel Matrix

Machine Learning | Linear Learning Machines

Psychological & Behavioral distress of COVID-19 and Infodemics

QNA with Me | Europe Indian Diaspora

Named Enitity Recognition (NER) | NLP

Chunking in NLP | Text pre-processing

Parts Of Speech (POS) tags | NLP

Stop words in NLP | Text pre-processing

Lemmatization in NLP

Stemming in NLP | Porter, Snowball, Lancaster Stemmers

Tokenization using Tensorflow Keras

Tokenization in NLP | Bigrams, Trigrams, Ngrams

Simple Speech to Text | ASR | Python review

Text summarization in NLP using spaCy | Python review

Build a ChatBot using NLTK | NLP | Spyder

Fist QNA of 2021 | Happy New Year |

First QNA 2021

Naive Bayes (Python review)

Reduced Error Pruning (Python review)

Decision Tree (Python review)

Cluster Heatmaps (Python review)

Silhouette Score (Python review)

Cluster Validation - Cohesion & Separation (Python review)

KMeans Analytical Method

Estimating the optimal clusters in k-means (Elbow method)

Machine Learning | Bias Variance tradeoff

Serving Flask Application in Docker | DevOps | Data Science

Deploying Flask Application to Heroku Cloud PaaS

Representing Model as a Flask Application

Linear Regression Assumptions | OLS Regression

Regression Analysis on Global Pandemic | OLS

Global Pandemic Data Analysis | EDA | OWID Dataset

K-means Clustering with Data Analysis | Customer Segmentation

Smart Taxi using Q-Learning | Reinforcement Learning