What is Data science ? Opportunity Need And…

DATA SCIENCE - ONLY A BUZZ OR A ONCE IN A LIFE-TIME OPPORTUNITY? Who knew that in future numbers would lead to predictions about weather changes, internet Trends. And, we all would be fantasized by virtual…

Application Of Data Science

data science can ease the pain and increase the profit Today‚Äôs world is a data driven world. Data science is one of the most demanding fields today. It is the extraction of the big volume…

Data Science in Healthcare

Introduction All the industries in the world today are run by data science. Being a vast field it has various applications relating to different aspects of life including healthcare, machine learning, road travel, sports and…

r for data science

increasingly popular statistical programming language r for data science. r is popular for statistical computing and statistical analysis. Table Of Contentswhat is r ?Basics Of R ProgrammingHow to install R Studio ?How to install R…

Forecasting | Time Series Forecasting | R And…

Table Of ContentsWhat Is Forecasting?What Is Time Series Forecasting?Time Series AssumptionsWhen Not Use Time Series?When Use Time Series?what is stationary data?Components of Time SeriesTrend Component seasonal componentirregular or random or Noise ComponentARIMA ModelARIMA Model In…

Deep Learning In Python

Table Of ContentsWhat Is Deep Learning?Advantage Of Deep LearningArtificial Neural NetworksWhat is Artificial Neural Networks ?How Artificial Neural Networks work?Convolutional Neural NetworksWhat is Convolutional Neural Networks?How Convolutional Neural Networks Work?Final OutCome What Is Deep Learning?…

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Model Selection & Boosting In Python

Table Of ContentsWhat Is Model Selection ?k-fold Cross ValidationWhat is Parameter Tuning ?Grid SearchWhat Is Boosting?XGBoost (eXtreme Gradient Boosting)Final OutCome What Is Model Selection ? Model selection is the process of select final model of…

Dimensionality Reduction In Python

Table Of ContentsWhat is Dimensionality Reduction?PCA (Principal Component Analysis)Kernel PCALDA (Linear discriminant analysis)LDA Extensions:Final OutCome What is Dimensionality Reduction? Dimensionality Reduction Is Process Of Reducing correlated and independent variable in dataset. this process use in…

Natural Language Processing in Python

Table Of ContentsWhat is Natural Language Processing ?NLP In Daily LifeNLTK LibraryBag of words modelNLP AlgorithmConclusion What is Natural Language Processing ? Natural Language Processing Is deal between computers and human language. 80% Data in…

Association Rule Learning in Python

Table Of ContentsWhat is Association Rule Learning?Apriori AlgorithmEclat Algorithmconclusion What is Association Rule Learning? Association Rules Learning (Association Rules Mining) is machine learning or data mining technique to discover identify pattern between variables or in database.…