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Machine Learning

data science interview question

Data Science Interview Questions for IT Industry Part-1: Statistics

Blog, Data Science, Data Science Interview Questions, Machine Learning, Statistics / By Farukh Hashmi

Statistics is a vast subject and no one knows all of it! But there are some bare minimum concepts which you must know as a Data Scientist.

How to apply machine learning to any business problem

How to apply Data Science for any business problem

Blog, Data Science, Machine Learning / By Farukh Hashmi

Understanding machine learning algorithms and statistics is half of the story. Choosing the right algorithm for the business problem at hand is the real challenge.

What is the use of Sampling Theory in Data Science

What is the use of Sampling Theory in Data Science

Blog, Data Science, Machine Learning / By Farukh Hashmi

Sampling Theory helps you to examine how good the predictive model will perform after it is deployed in production.

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Adaboost Apriori Artificial Neural Network Classification Clustering CNN Data Frame DataFrame Data Pre Processing Data Science Decision Tree Deep Learning Eclat Feature Selection FP-Growth Hyperparameter Tuning ICA KNN library LSTM Machine Learning NLP Pandas PCA POS Programming Python Python Basics For Machine Learning Python Case Study R Random Forest Regression Sampling Sampling Theory Statistics Statistics for Data Science Supervised Machine Learning SVM T-SNE Text Mining TF-IDF UMAP Unsupervised Machine Learning Wordcloud Xgboost
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