1 The Complete Machine Learning Process Explained Data Preprocessing in Machine learning

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#MachineLearning #DataScience #ArtificialIntelligence #MLProcess #MachineLearningAlgorithms #DataAnalysis #codersarts • This video takes a dive into the steps of the machine learning process i.e., what we do in each step and look at the introduction of the first step (Data pre-processing). • Timestamps for important topics: • 00:00:00 Getting Started – Machine Learning Process • 00:00:26 Stages of Machine Learning Process • 00:01:13 Data pre-processing • 00:01:31 Why do we need to pre-process the data? • 00:02:41 Four steps in data pre-processing • 00:02:57 Step 1 in data preprocessing – Data cleaning • 00:05:05 Step 2 in data preprocessing – Data integration • 00:05:42 Step 3 in data preprocessing – Data transformation • 00:08:26 Step 4 in data preprocessing – Data reduction • 00:11:02 What we’ll learn in the coming videos. • • Machine Learning Assignment Help Service • =================================== • Machine Learning : https://www.codersarts.com/machine-le... • Deep Learning : https://www.codersarts.com/deep-learn... • NLP: https://www.codersarts.com/nlp-assign... • Data Visualization : https://www.codersarts.com/data-visua... • Computer Vision : https://www.codersarts.com/computer-v... • Face Recognition : https://www.codersarts.com/face-recog... • Python: https://www.codersarts.com/python-ass... • Big Data Assignment Help : https://www.codersarts.com/big-data-a... • Django : https://www.codersarts.com/django-ass... • Data Science ML Tutorial : • ======================= • Python for Data Science and Machine learning : • Introduction To Python - 01 | Machine... • Pandas Tutorial In Python : • Pandas Course Overview - 01 | Pandas ... • Scikit-Learn Tutorial : • 01. Introduction to Scikit-learn | Ma... • Deep Learning Tutorial: • Deep Learning Tutorial • Matplotlib Tutorial : • Introduction - 01 | Matplotlib Tutorial • OOPs Concepts in Python : • OOPs Concepts in Python • PySpark Tutorial: • PySpark Tutorial • Regression analysis Full Course: • Regression analysis Full Course • • Machine Learning, Deep Learning Project Series : • ======================================== • Credit Risk Prediction : • Credit Risk Prediction Project | Prob... • Bike Demand Analysis : • Bike Demand Analysis in Python | Prob... • Wine Quality Prediction : • Wine Quality Prediction In Python | P... • Heart Attack Risk Prediction : • Heart Attack Risk Prediction In Pytho... • Bank Customer Exit Prediction Deep Learning : • Bank Customers Exit Prediction In Pyt... • Cat Dog Classification Using CNN : • Cat Dog classification using CNN | Pr... • Brain Tumor Detection : • Brain Tumor Detection Using Deep Lear... • Project ideas and Work Samples: • =========================== • Machine Learning Assignment Solution: • Machine Learning Assignment | Code W... • Machine Learning Project Samples: • Machine Learning Project, Assignment,... • Follow us on our Social Media Handles : • ================================= • Main Website: https://www.codersarts.com/ • Codersarts Training: https://www.training.codersarts.com/ • Instagram: https://www.instagram.com/codersarts/... • Facebook: / codersarts2017 • YouTube: / @codersarts • LinkedIn: / codersarts • Medium: / codersarts • Github: https://github.com/CodersArts • Codersarts blog: https://www.codersarts.com/blog • Codersarts Forum: https://www.codersarts.com/forum • Twitter: / codersarts • Hire Machine Learning Mentor • https://www.codersarts.com/mentors/hi... • Codersarts Training • https://www.training.codersarts.com/ • Important links: • ============= • How we work: https://www.codersarts.com/how-we-work • Contact us or Get help now: https://www.codersarts.com/contact • Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online

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