Category Archives: Research

Some common research question must see when writing research paper.,your%20results%20magically%20discovered%20themselves.,author%20followed%20by%20et%20al.

Citing Same Research Paper Twice

Data Engineer Track


Statistics, Data Science, T-test, Alpha value, Critical Value


How to Find the T Critical Value in Excel


best youtube video


Excel Function for finding T distribution:

What is statistics?

Statistics is the art of dealing with Data of:
a. large amounts
b. error-tagged
Statistics is divided into two parts:
16 Introductory Data Analysis – HIS
1. Descriptive statistics:
• Calculating characteristic values: mean, median, standard deviation
• Graphical representation
2. Pedictive statistics: that tries to predict facts about large populations or about manufacturing
processes from observed/ measured facts in a small (produced) sample.

Mission Machine Learning

Pagerank Algorithm Eigenvalue


Square Matrices



Geometric Interpretation




IEEE Reference Style

Statistik, probability



Word Embeddings

Word2Vec, Unigram, NGram





Top 27+ Free Software for Text Analysis, Text Mining, Text Analytics: Review of Top 27 Free Software for Text Analysis, Text Mining, Text Analytics includingGeneral Architecture for Text Engineering ? GATE, RapidMiner Text Mining Extension, KH Coder, VisualText, Datumbox, TAMS, QDA Miner Lite, Carrot2, CAT, GATE, tm, Gensim, Natural Language Toolkit, Unstructured Information Management Architecture, OpenNLP, KNIME, Orange-Textable, LPU, Apache Mahout, Pattern, LingPipe, S-EM, LibShortText, Twinword, Apache Stanbol, Aika, Distributed Machine Learning Toolkit and Coh-Metrix.



Must see this:

Word embeddings are a modern approach for representing text in natural language processing. Embedding algorithms like word2vec and GloVe are key to the state-of-the-art results achieved by neural network models on natural language processing problems like machine translation. In this tutorial, you will discover how to train and load word embedding models for natural language ?


Real Life AI projects

Machine Learning Scikit Learn

Machine Learning with Python


Natural Language Processing, Text Summarization,




Neural Network: Machine Learning