100daysofdatascience

Anurag Verma

Feb 16 '23

Overfitting and Underfitting in Machine learning

#machinelearning #overfitting #underfitting #100daysofdatascience

7

3 min read

Anurag Verma

Feb 15 '23

An exploratory data analysis using scatter plots and line of best fit

#machinelearning #scatterplot #100daysofdatascience #visualization

5

3 min read

Anurag Verma

Feb 14 '23

Dimensionality Reduction: An Introduction to Methods and Applications

#machinelearning #dimensionalityreduction #100daysofdatascience #application

5

3 min read

Anurag Verma

Feb 13 '23

Random Forest Algorithms' Advantages for Greener Machine Learning

#machinelearning #randomforest #100daysofdatascience #introduction

4

2 min read

Anurag Verma

Feb 10 '23

GridSearchCV in scikit-learn: A Comprehensive Guide

#machinelearning #gridsearchcv #sklearn #100daysofdatascience

53

4 min read

Anurag Verma

Feb 8 '23

Sentiment Analysis of Twitter Data using Naive Bayes Algorithm

#machinelearning #datascience #semtimentanalysis #100daysofdatascience

4

3 min read

Anurag Verma

Feb 7 '23

Centroid-based Clustering: A Powerful Machine Learning Technique for Partitioning Datasets

#machinelearning #datascience #clustring #100daysofdatascience

14

2 min read

Anurag Verma

Feb 6 '23

Clustering Algorithms: Understanding Types, Applications, and When to Use Them

#machinelearning #clustring #100daysofdatascience #100daysofcode

1

4 min read

Anurag Verma

Feb 5 '23

Time Series Prediction

#machinelearning #datascience #timeseriesprediction #100daysofdatascience

2

4 min read

Anurag Verma

Feb 4 '23

Decision Trees: Advantages, Disadvantages, and Applications

#machinelearning #datascience #decision #100daysofdatascience

6

2

4 min read

Anurag Verma

Feb 3 '23

Support Vector Machines (SVM) Supervised Machine Learning

#machinelearning #datascience #svm #100daysofdatascience

2

6 min read

Anurag Verma

Feb 2 '23

Predicting Diabetes Outcomes with Logistic Regression: A Hands-On Guide

#machinelearning #datascience #logistic #100daysofdatascience

2

1

4 min read

Anurag Verma

Feb 1 '23

KNN (K-nearest neighbors) Classification

#machinelearning #datascience #knn #100daysofdatascience

2

4 min read

Anurag Verma

Jan 31 '23

The K-Nearest Neighbors Algorithm for regression and classification

#machinelearning #datascience #knn #100daysofdatascience

3

2 min read

Anurag Verma

Jan 30 '23

Uncovering the Best Email Spam Classifier: A Comparative Study of Machine Learning Algorithms

#machinelearning #classification #datascience #100daysofdatascience

5

9 min read

Anurag Verma

Jan 27 '23

Evaluation Metrics for Classification and Regression: A Comprehensive Guide

#machinelearning #datascience #evaluationmetrices #100daysofdatascience

4

7 min read

Anurag Verma

Jan 24 '23

Transforming Categorical Data: A Practical Guide to Handling Non-Numerical Variables for Machine Learning Algorithms.

#machinelearning #encoding #categorialdata #100daysofdatascience

10

10 min read

Anurag Verma

Jan 14 '23

Statistics for data science with practice

#python #datascience #100daysofdatascience #statistics

4

4 min read

Anurag Verma

Jan 13 '23

Linear Algebra for Data Science: Understanding and Applying Vectors, Matrices and their Operations using Numpy

#python #linearalgebra #100daysofdatascience #datascience

8

6 min read

Anurag Verma

Jan 10 '23

Mastering Pandas: A Comprehensive Guide with Exercises

#python #pandas #datascience #100daysofdatascience

4

6 min read

Anurag Verma

Jan 9 '23

NumPy 101: A Beginner's Guide to Data Science with Python

#python #datascience #100daysofdatascience #beginners

10

1

7 min read

Anurag Verma

Jan 8 '23

OOP in Python: A Practical Guide

#python #beginners #datascience #100daysofdatascience

6

11 min read

Anurag Verma

Jan 6 '23

Master the Basics of Python: A Step-by-Step Guide

#python #beginners #datascience #100daysofdatascience

20

8 min read