Python scikit-learn Pandas Data Processing Machine Learning Matplotilb Linear Regression Free Guided Project

Welcome to this project on the Forecasting Bike Rentals with DecisionTreeRegressor, LinearRegression, RandomForestRegressor using scikit-learn. In this project, you will use Python and scikit-learn to build models using the above-mentioned algorithms, and apply them to forecast the bike rentals.

Forecasting is a regression problem, which is a highly demanded skill in the real world. This exercise enables you to understand the basic workflow to solve a regression problem, which includes data preprocessing and data modeling steps. You will understand how Pandas and scikit-learn, in association with Python, could be used to solve a machine learning problem end-to-end project. In addition …

Numpy scikit-learn Pandas Data Processing Machine Learning Matplotilb Guided Project End to End project ML project Data Modelling Free

This is a beginner-friendly end-to-end project for Machine Learning. The only prerequisite of the project is to know Python. Other than it, everything is covered in the project itself.

Perks of this project

• This project is prepared while keeping beginners in mind. It will walk you through all the steps included in a Machine Learning Pipeline in detail.
• You will learn the answers to the three most important questions, i.e., Why, When, and How to do a particular thing.
• The concepts used in performing a step are explained there and then in a simple way for beginners.
• This project …

Python Numpy Pandas Data Processing Machine Learning Matplotilb Free Guided Project data analysis end to end-project

Data analysis is a process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, drawing conclusions, and supporting decision-making.

The steps to perform Data Analysis depends on the end goal we want to pursue such as to drive business decisions, evaluate performance, for making predictions, etc.

In this tutorial, we will perform Data Analysis with the end goal of feeding the data to a Machine Learning model i.e for making predictions.

This is a beginner-friendly end-to-end project for Data Analysis. The only prerequisite of the project is to know Python. Other than it, everything …