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Win In Life Academy

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3 Important Types of Feature Selection in Machine Learning and how to choose them

3 Important Types of Feature Selection in Machine Learning and how to choose them

Machine learning is a subset of artificial intelligence which allows computers to learn without human intervention. A set  of data is provided as input to the model which uses an algorithm to make predictions or make decisions. These input variables are called features. Feature selection is a way of reducing the dimensionality of the feature …

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6 Important Steps in Machine Learning Life Cycle: From Data to Insights

6 Important Steps in Machine Learning Life Cycle: From Data to Insights

Machine learning is a field of artificial  intelligence that focuses on developing algorithms and models capable of learning from data and making predictions or taking actions without explicit programming. The steps in machine learning life cycle involve training  models on labelled data to recognize patterns and relationships,  enabling them to generalize and make predictions on …

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Important Statistics for Data Science and Their Uses in 2023

Important Statistics for Data Science and Their Uses in 2023

Statistics as used in data science, refers to the branch of mathematics that involves collecting, analyzing, interpreting, and presenting data. It encompasses a range of techniques and methodologies to extract meaningful insights from datasets and make data-driven decisions. In this blog, you would be learning about different types of important statistics for data science. Data …

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Confusion Matrix in Machine Learning

Interpreting the ultimate confusion Matrix in Machine Learning in 2023

As we all know ,in machine learning, the Classification model divides the data into categories. However, after training the model using  cleaned and pre-processed data, it is not easy to know if our classification model will produce the desired result. In such a situation, the Confusion matrix proves to be very useful. In this blog, …

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Pros of Data Visualization

Discover the Pros of Data Visualization Methods: The Art of Data Representation in 2023

Data visualization is conversion of raw information tables into numeric depictions which describe a story. This technique provides powerful tools for analysis of voluminous data, and thus we should understand the Pros of Data Visualization. The principal focus in data visualization is to choose what data needs to be depicted. Through data visualization, reading the …

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A Comprehensive Overview of Types of machine learning in data science In 2023

A Comprehensive Overview of Types of machine learning in data science In 2023

The field of machine learning is dynamic and constantly evolving every day. However, there are different types of machine learning in data science. Much data is being generated in multiple organizations across different domains. The structured and processed data needs to be analyzed to generate meaningful predictions. Machine learning provides various techniques for generating new …

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