simon the data scientistscientist001.hashnode.dev·May 6, 2024Cleaning Data: Level 1One of the most fulfilling moments in any data analysis project is when you have a set of data that contains all the data you need in the right format. However, this is not always the case. To effectively meet this goal, one has to do at least one of...Discuss·1 likeData Science
Sandeep Choudharysandeepc.hashnode.dev·May 5, 2024Dummies Guide for Machine LearningMachine learning (ML) is a fascinating field that empowers computers to learn from data and improve their performance over time without being explicitly programmed. Machine learning is a subset of artificial intelligence (AI) that focuses on creating...DiscussAI Unplugged - Decoding Machine LearningMachine Learning
Lalit Bourailalit764.hashnode.dev·Apr 30, 2024Exploring Machine Learning in Data AnalyticsIntroduction In today's data-driven world, the fusion of machine learning and data analytics has become a cornerstone of innovation and decision-making across industries. Let's delve into this dynamic realm and uncover the key aspects that make machi...Discussdata analytics techniques
Devyani Chavandevyanichavan.hashnode.dev·Apr 9, 2024Polynomial RegressionWe have covered simple and multiple linear regression so far. Both of them deal with data that is linear as given in the figure below. But as you work on real world problems, you will not obviously have a linear data everytime. Therefore, your data ...Discuss·22 likes·43 readsData Science
Vanshika Kumarvanshikakumar.hashnode.dev·Apr 8, 2024Overfitting in Decision Tree ModelsIntroduction: Overfitting is a common machine learning problem in which a model learns the training data too well, resulting in noise and outliers. It happens when a model performs extremely well on training data but poorly on validation/test data. T...Discuss·1 likedecisiontree
Devyani Chavandevyanichavan.hashnode.dev·Apr 7, 2024Multiple Linear RegressionSince we have just begun studying machine learning, things are pretty simple at this level. In the previous article, we understood the workings of simple linear regression. Multiple linear regression works in the same way but there is just a slight d...Discuss·10 likes·37 readsData Science
Devyani Chavandevyanichavan.hashnode.dev·Apr 2, 2024Linear Regression: As simple as it isToday, we will begin with the first algorithm that everyone learns in their journey to become a Machine Learning Engineer. Before we jump into the topic, let's first discuss why linear regression? It's simple and easy to understand It's one of the ...Discuss·16 likes·105 readsData Science
Avik Pradhanavik.com.np·Mar 29, 2024Introduction to Machine LearningWelcome to the world of machine learning! In this beginner-friendly blog post, we'll embark on a journey to understand the fundamentals of machine learning using PyTorch, a popular deep learning framework. Whether you're completely new to the field o...DiscussMachine Learning
Niharika Khannaniharikakhanna.hashnode.dev·Feb 27, 2024Challenges in Machine LearningChallenges in Machine Learning: Inadequate Training Data: Lack of quality and quantity of data affects ML algorithms. Noisy, incorrect, and unclean data exhaust ML algorithms. Data quality issues lead to inaccurate predictions and lower classific...DiscussMachine Learning
Priya Sharmatechpriya.hashnode.dev·Feb 2, 2024Top 8 Reasons To Start A Career In Machine LearningThe arrival of Artificial Intelligence (AI)has opened the door to numerous opportunities. Integration of Machine Learning (ML) has turned out to be so immersive in our day to day life. Every industry is integrating applications in ML, which is a cruc...DiscussMachine Learning
