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Ritika singh
Ritika singh

149 Followers

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Published in Analytics Vidhya

·Nov 15, 2020

Applications and Types of Machine Learning

What are the applications of machine learning? Type of machine learning? According to Wikipedia: Machine learning (ML) is the study of computer algorithms that improve automatically through experience. It is seen as a subset of artificial intelligence. …

Machine Learning

6 min read

Applications and Types of Machine Learning
Applications and Types of Machine Learning
Machine Learning

6 min read


Oct 26, 2020

Let's start learning “Machine Learning”

What is Machine Learning? History of Machine Learning. Before starting this blog, I want to share an incident in my life when I realize what computers are. I was in 4th grade when my computer teacher asked the question “Are computers intelligent???”. I was the only one in my class…

Machine Learning

4 min read

Let's start learning “Machine Learning”
Let's start learning “Machine Learning”
Machine Learning

4 min read


Sep 13, 2020

Why should we Learn Data Science and how to start?

It’s been reviewed by Harvard Business that Data Science is the “sexiest job of 21st century”. But it is important to know what makes this job so valuable? Why Data science comes under the category of “Highly paid profession”? In this article, we will walk through some of the main…

Data Science

7 min read

Why everyone should Learn Data Science and how to start?
Why everyone should Learn Data Science and how to start?
Data Science

7 min read


Published in Analytics Vidhya

·Sep 3, 2020

Let's make the “Confusion matrix” less confusing!!

“Doubts are good. Confusion is excellent. Questions are awesome. All these are attempts to expand the wisdom of mind.” ― Manoj Arora In a classification problem, it is often important to specify the performance assessment. This can be valuable when the cost of different misclassifications varies significantly. …

Confusion Matrix

5 min read

Let's make the “Confusion matrix” less confusing!!
Let's make the “Confusion matrix” less confusing!!
Confusion Matrix

5 min read


Published in Analytics Vidhya

·Aug 31, 2020

It's all about Outliers

An outlier is a data point in a data set that is distant from all other observations. A data point that lies outside the overall distribution of the dataset. Or in a layman term, we can say, an outlier is something that behaves differently from the combination/collection of the data. …

Data Science

6 min read

It's all about Outliers
It's all about Outliers
Data Science

6 min read


Published in The Startup

·Aug 27, 2020

Exploratory Data Analysis(EDA) From Scratch in Python

Introduction Exploratory data analysis is one of the best practices used in data science today. While starting a career in Data Science, people generally don’t know the difference between Data analysis and exploratory data analysis. There is not a very big difference between the two, but both have different purposes. Exploratory…

Data Science

7 min read

Exploratory Data Analysis(EDA) From Scratch in Python
Exploratory Data Analysis(EDA) From Scratch in Python
Data Science

7 min read


Published in Analytics Vidhya

·Jul 23, 2020

Type and selection of correct Hypothesis tests

Introduction A hypothesis is an assumption about a particular situation of the world that is testable. Research scientists proceed by making a guess that they are sure (or they think) is wrong. The process of hypothesis testing makes sense as it is a fairly intuitive way to reach conclusions about the…

Hypothesis Testing

4 min read

Type and selection of correct Hypothesis tests
Type and selection of correct Hypothesis tests
Hypothesis Testing

4 min read


Published in Analytics Vidhya

·Jul 13, 2020

Hypothesis Testing: A Way to Accept or Reject Your Hypothesis Using p-value

One of the most basic concepts in statistics is hypothesis testing. Not just in Data Science, Hypothesis testing is important in every field. Want to know how??? Let us take an example. You must have heard about lifebuoy?? Suppose lifebuoy claims that, it kills 99.9% of germs. So how can…

Statistics

8 min read

Hypothesis Testing: A Way to Accept or Reject Your Hypothesis Using p-value
Hypothesis Testing: A Way to Accept or Reject Your Hypothesis Using p-value
Statistics

8 min read


Published in Analytics Vidhya

·Jun 22, 2020

Basic statistics in Data science

The term “Data science” comes in 1996 which was included in the title of a statistical conference (International Federation of Classification Societies (IFCS). In early 1997, there was an even more radical view suggesting to rename statistics to Data Science. Recently, “Donoho” provides an overview of Data Science which focuses…

Statistics

8 min read

Basic statistics in Data science
Basic statistics in Data science
Statistics

8 min read


Published in Analytics Vidhya

·Jun 8, 2020

Netflix Movie Recommendation system using NLP

Like watching movies??? But what to watch?? we often ask this question to ourselves in free time. There are a tremendous amount of movies, TV shows, and documentaries available on Netflix, and choosing one from them is really a headache. …

Data Science

5 min read

Netflix Movie Recommendation system using NLP
Netflix Movie Recommendation system using NLP
Data Science

5 min read

Ritika singh

Ritika singh

149 Followers

Data science | Machine learning | Deep learning | Artificial intelligence. LinkedIn : https://www.linkedin.com/in/ritikasingh17

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