Overview
Logistic Regression is a popular classification algorithm used to predict a binary outcome.
In this case study, get an introduction to logistic regression without relying on Python’s sci-kit library.
There are various metrics to evaluate a logistic regression model, such as confusion matrix, AUC-ROC curve, etc.
In this notebook, we aim to create a
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Introduction
I am Komal Wahi, currently pursuing my master’s in economics from St. Xavier’s University, Kolkata. I was very much interested in exploring the world of analytics, and the best decision I made was to join IVY Professional School, Kolkata. I enrolled myself for a Data Science and Machine Learning Certification, and my experience so far
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“Never start a problem unless you are clear with the business.” These lines couldn’t be more true. It comes from Prakhar Gupta, who graduated from IIT Delhi and is now a Chief Product Officer at Syncmedia & Adtech. In addition to that, he is also a faculty team member, advisor to various data science-related work
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Dr. Regi Mathew, a fellowship, PhD holder from IIM Ahmedabad, has extensive experience of 20+ years in the data analytics domain. In addition to that, his data science and analytics journey also includes consulting, freelance assignments, and teaching students several topics under the data analytics hood. Without any further ado, let’s unearth the important points
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It's great that you have worked hard and finally landed up in your dream or your first data science job! But, this could be a little abstract and mysterious too. I know it requires a lot of effort to study and get a job of your choice if you were not from a technical background.
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Data Analytics leads to taking better decisions. Unknowingly a lot of us make decisions based on the occurrences that involve our result. For that result, we go through a lot of calculations and take decisions based on them. It is wise to say that we are all data scientists in real life. From the time
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Data Science has not only become one of the most rewarding jobs in few years but also has grabbed a lot of eyeballs from students with varied streams. It is very important to brush yourself up for the right skillset from the right resources for the right job. Interviews are a big deal for everyone,
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Machine Learning and Data Science are undoubtedly the most sought career choices in the last 5 years. Not only because of its popularity but also because the technical knowledge that leads to the above career courses is something that is easily available. Yes, you read that right. There are thousands of information available online that
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Zoomcar’s AI & Data Science Roadmap For 2021
Zoomcar has been instrumental in driving the digitalization of the self-drive ecosystem in India. Analytics India Magazine got in touch with Markish Arun, the Chief Technology Officer of Zoomcar, to understand its AI and data science roadmap for 2021 and how it addresses the data science talent crunch in
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The listeners of Spotify are familiar with the annual hum known as
Spotify Wrapped but not with the science used for music data. At the end of every year, Spotify provides music dat to its users with a summary of not only their music history, top artists, and favourite genres, but also the total minutes of
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Today we have with us, one of our most sincere learners of data analytics and data science program, Mr. Subhajit. In this interview blog post, we will discuss how he started with the world of data, his experience in data science and analytics, and how Ivy Professional School has helped him throughout his data science
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Welcome to our weekly news section where we discuss news, developments, and researches about data science, artificial intelligence (AI), machine learning that has happened in the past week.
Artificial Intelligence reveals current drugs may help combat Alzheimer's
Researchers have developed a method based on Artificial Intelligence (AI) that rapidly identifies currently available medications that may treat
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Let's welcome the top data science influencers of the past month. Here we discuss personalities and who have done brilliant work in the field of data science, analytics, artificial intelligence & machine learning in the past months.
Bernard Marr
Bernard Marr is a bestselling author, keynote speaker, strategic performance consultant, and analytics, KPI, AI & Big Data
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Welcome to our weekly data science news section where we discuss news, developments, and research about data science, analytics artificial intelligence & machine learning that has happened in the past week.
Global Data Science Career Opportunities
Data science is a multidisciplinary field that has its roots in statistics, computer science, and data analytics skills. It not
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Data science can be defined as analyzing and explaining phenomena from data by trying to identify repetitive patterns from large masses of data using mathematical, statistical, and machine learning models. The goal remains to identify substantial information and to present it in a format that is easy to comprehend. A billion rows of data could,
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“Without big data analytics, companies are blind and deaf wandering out onto the web like deer on a freeway”. These inspiring lines from Mr. Geoffrey Moore who is an American Management Consultant and an Author have never been more true. Big Data has become an integral part of any organization and its importance has been
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