Published in Analytics Vidhya·Mar 20, 2021Statistics for Data Science in 20 Steps-II mentioned that Data Science and Statistics complement each other but even the only statistics field is quite extensive. In this article, I will consider the statistic in the roadmap of data scientists in a very simplified and understandable way. So let’s dive into our topic, which is puzzling by…Statistics7 min read
Published in Analytics Vidhya·Mar 14, 2021Machine Learning Classification Algorithms with CodesHello everyone, today I will talk about Classification Algorithms. You can find my article on the difference between Regression and Classification here. We said that we use regression for predicting numerical data such as price prediction, and classification for problems where there is no continuous variable such as labeling, yes…Machine Learning5 min read
Published in Analytics Vidhya·Mar 11, 2021Introduction to Machine Learning: RegressionHello, first of all today’s topic is Machine Learning and Algorithms. But before starting this, I would like to touch upon the relationship between statistical learning as well. Then prepare your coffee because I’m going to tell a lot today! Most of the learning models were born with statistics, and…Machine Learning5 min read
Published in Analytics Vidhya·Mar 9, 2021Exploratory Data Analysis and Feature EngineeringHello everyone again, today’s post will include these topics: Creating a Dataframe and Reading Data, Exploratory Data Analysis (EDA)-PPR, Feature Engineering In my previous article, I talked about what data is and how it looks. Now let’s start with data structures and analysis by writing code with python. First of…Feature Engineering4 min read
Mar 8, 2021Introduction to Data ScienceHi, I’m Esma Bozkurt. I am a student of electrical and electronics engineering. I have completed the Data Science with Deep Learning training with Dear Mr. Data Scientist Zafer Acar and I have been a Data Scientist for 2 months. I would like to thank my esteemed professor for providing…Data Science3 min read
Jan 27, 2021Markov ZincirleriMarkov Zincirleri, dinamik ve skolastik sistemlerin analizinde ve özellikle bir sistemin zaman boyunca içinde bulunabileceği farklı durumlar arasında yaptığı hareketlerin incelenmesinde kullanılan modellerdir. Bu modelde, her bir anda sistem belirli bir olasılık dağılımına bağlı olarak kendi durumundan başka bir duruma geçebilir yahut aynı durumda kalabilir. …Markov Chains4 min read
