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All posts in Data Science

Customer Segmentation using RFM Analysis

Posted on: July 17, 2021 | By: Rafi Afridi

All customers are not of equal importance to any business. Customers do have different kind of needs. For example a shop keeper will buy thing …

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Filed Under: Filed Under:Data Science
Tagged With: Tagged With:clustering, customer segmentation, marketing, python, RFM

Machine Learning in Banking Industry – Use Cases Overview

Posted on: September 19, 2020 | By: Rafi Afridi
machine learning in banking

Like every other organization, Banks are also in the race for finding and exploring the use of Data Science and Machine Learning (ML) in Banking Industry. …

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Filed Under: Filed Under:Data Science
Tagged With: Tagged With:Data science, FYP ideas, Machine Learning, machine learning in banking, recommendation system

Advanced Data Analytics Types – Know Your Problem

Posted on: September 16, 2020 | By: Rafi Afridi
advanced data analytics

The Cleansing, Transforming and Modeling of data to extract insights form data for making decisions is called Data analysis or Data Analytics. For example Uber is …

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Filed Under: Filed Under:Data Science
Tagged With: Tagged With:advance analytics, Applied Machine Learning, data analysis, Data science, Machine Learning

Data Science Vs Machine Learning

Posted on: September 6, 2020 | By: Rafi Afridi
Data Science Vs Machine Learning

Data Science Vs Machine Learning, one of the mostly frequently searched topics on Google. People often confused both terms and often use them interchangeably. These …

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Filed Under: Filed Under:Data Science
Tagged With: Tagged With:Data science, Data Scientist, Machine Learning, machine learning engineer, modern data scientist

Applied Machine Learning; Data Scientists Approach

Posted on: September 2, 2020 | By: Rafi Afridi
Applied Machine Learning

Applied Machine Learning (AML) is the name given to development process of a learning system or Artificial Intelligent System to address a specific problem. The …

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Filed Under: Filed Under:Data Science
Tagged With: Tagged With:Applied Machine Learning, data science process, Machine Learning, machine learning process

How to Apply Data Science in Business ?

Posted on: August 16, 2020 | By: Rafi Afridi
data science in business

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms and possibly automated systems to extract knowledge and insights (wisdom) from data. Applying …

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Filed Under: Filed Under:Data Science
Tagged With: Tagged With:automation, data analysis, Data science, data science in business, insights from data

How to become a Good Data Scientist?

Posted on: July 23, 2020 | By: Rafi Afridi
Good and Modern Data Scientist

Students often ask me “How to become good data scientist sir?” So basically data scientist looks like normal person as other in the organization and …

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Filed Under: Filed Under:Data Science
Tagged With: Tagged With:Data science, data science skills, Data Scientist, Machine Learning, modern data scientist

Components of Data Science

Posted on: July 22, 2020 | By: Rafi Afridi
data science

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms and possibly automated systems to extract knowledge and insights (wisdom) from data. It’s …

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Filed Under: Filed Under:Data Science
Tagged With: Tagged With:big data, data analysis, Data science, Data Scientist, DS components
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