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

36

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

10

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

5

1

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 29 '23

Predicting Boston Housing Prices using Regression Models

#100daysofdatascience #machinelearning #scikitlearn #regression

1

1 min read

Anurag Verma

Jan 28 '23

10 Techniques for Improving Machine Learning Models

#machinelearning #model #100daysofdatascience #optimizer

3

9 min read

Anurag Verma

Jan 27 '23

Evaluation Metrics for Classification and Regression: A Comprehensive Guide

#machinelearning #datascience #evaluationmetrices #100daysofdatascience

2

7 min read

Anurag Verma

Jan 26 '23

Bias vs Variance: The Key to Successful Predictive Modeling

#machinelearning #datascience #100daysofdatascience #biasandvarience

2

3 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

8

10 min read

Anurag Verma

Jan 23 '23

Linear Regression in Python: From Data to Model

#machinelearning #datascience #linearregression #100daysofdatascience

2

1

4 min read

Anurag Verma

Jan 22 '23

Reinforcement Learning: A Great Introduction

#machinelearning #datascience #reinforcementlearning #100daysofdatascience

6

4 min read

Anurag Verma

Jan 21 '23

Unsupervised Learning: Techniques, Types, and Applications

#python #datascience #machinelearning #100daysofdatascience

3

3 min read

Anurag Verma

Jan 17 '23

Calculus for Data Science: An Introduction

#python #datascience #calculas #100daysofdatascience

20

7 min read

Anurag Verma

Jan 15 '23

Probability for data science

#python #probability #datascience #100daysofdatascience

3

5 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

7

6 min read

Anurag Verma

Jan 12 '23

Understanding the basics and advanced concepts of RDBMS and SQL for data science and analysis

#python #sql #sqlite #100daysofdatascience

6

11 min read

Anurag Verma

Jan 11 '23

Exploring Different Types of Plots, Best Practices, and Tips for Effective Data Visualization

#python #matplotlib #visualization #100daysofdatascience

7

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

5

11 min read

Anurag Verma

Jan 7 '23

Take Your Python Skills to the Next Level with Built-in Data Structures

#python #datascience #100daysofdatascience #beginners

7

15 min read

Anurag Verma

Jan 6 '23

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

#python #beginners #datascience #100daysofdatascience

15

8 min read