Shreya khandelwal – Medium

Shreya khandelwal

Shreya khandelwal

𝐉𝐨𝐮𝐫𝐧𝐞𝐲 𝐢𝐧𝐭𝐨 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐋𝐢𝐛𝐫𝐚𝐫𝐢𝐞𝐬!

Let’s dive into the powerhouse of ML with some essential Python libraries that form the backbone of data science and machine learning.

Jan 3

𝐉𝐨𝐮𝐫𝐧𝐞𝐲 𝐢𝐧𝐭𝐨 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐋𝐢𝐛𝐫𝐚𝐫𝐢𝐞𝐬!

Jan 3

Shreya khandelwal

Hyperparameter Tuning: Strategies and Importance

Hyperparameter tuning is the process of optimizing the hyperparameters of a machine learning model to improve its performance. In machine…

Nov 29, 2023

Nov 29, 2023

Shreya khandelwal

How can we use a validation set to estimate machine learning performance?

What is a validation set?

Nov 20, 2023

Nov 20, 2023

Shreya khandelwal

What is the best way to manage overfitting and underfitting in statistical validation for ML?

Overfitting and underfitting are two common issues in machine learning models, particularly in the context of supervised learning. These…

Nov 14, 2023

Nov 14, 2023

Shreya khandelwal

Pandas Functions for Data Cleaning

Data cleaning is an essential step in the data analysis process, helping to ensure the accuracy and reliability of your results.

Oct 23, 2023

Oct 23, 2023

Shreya khandelwal

df.groupby() in Pandas

The df.groupby() method in Pandas is used to group rows of a DataFrame based on the values in one or more columns. It is often followed by…

Oct 17, 2023

Oct 17, 2023

Shreya khandelwal

Imputation Techniques in Data Analysis

Imputation is a statistical technique used in data analysis to handle missing or incomplete data by estimating and replacing the missing…

Oct 5, 2023

Oct 5, 2023

Shreya khandelwal

Normalization and Standardization

Normalization and standardization are two data preprocessing techniques used in machine learning and statistics to prepare data for…

Oct 3, 2023

Oct 3, 2023

Shreya khandelwal

Simplifying Data: A Quick Guide to Hot Encoding

Hot encoding, also known as one-hot encoding, is a technique used in machine learning and data preprocessing to represent categorical data…

Sep 28, 2023

Sep 28, 2023

Shreya khandelwal

Data Preprocessing Made Simple with Feature Scaling

StandardScaler, MinMaxScaler, and RobustScaler are three commonly used techniques for feature scaling in machine learning and data…

Sep 27, 2023

Sep 27, 2023

Shreya khandelwal

Shreya khandelwal

Data Scientist at IBM | Multi-Cloud Certified | AI & Analytics | https://www.linkedin.com/in/shreyakhandelwal99/

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