python for data science

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Are you looking for a beginners guide?Do you want to learn how to use python for beginners in a simple way?Do you want to enter into the new world of Python for beginners in an efficient and effective way? This book will teach you the basics as well as the advanced concepts of computers and programming. The gaming industry is growing rapidly and Python offers a lot of libraries to create games. Many tech giants rely on Python to deliver world-class applications.In This book you will learn:Python setupAnacondaWinpythonData science packegesJupyterData munging with pandasThe processImporting datasetsData preprocessingThe data science pipelinePrincipal component analysisSupervised learning algorithmsAnalyzing big dataNeural networks structuresClassification and regression treesThe overfitting problemNew featuresNaïve bayes classifierLinear regressionLogistic regressionSupport vector machineApplications in the real worldPruningData selection This book is not just a startup guide. This book will prove beneficial for years to come. The book has the latest codes and techniques so you can equip your skills according to the current market challenges. After all, the purpose is to land a nicely paid job in a globally recognized firm. This book will help you reach that goal!Most people can learn how to code but not just anyone can code smartly. This book is going to help you to think out of the box and take on problems with a completely different perspective. The tricks mentioned will make you invaluable to any software development firm.