Ravi Chandra – Medium

Published in Jovian

·Pinned

Machine Learning — Predict USA Housing Price — Part 2 (Final)

Supervised Machine Learning using Linear, Decision tree, and ensemble models such as RandomForest, XGBoost including Hyper Parameter Tuning to avoid overfitting. — Index Of Contents ∘ Introduction ∘ What is Machine learning? ∘ Project Outline ∘ Model preparation ∘ Prepare training/test/validation split and prepare data for modeling ∘ Create input and targets for training, validation and test data sets ∘ Numerical and Categorical columns…

Data Science

8 min read

Machine Learning — Predict USA Housing Price — Part 2(Final)

Data Science

8 min read

Published in Jovian

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Machine Learning — Predict USA Housing Price — Part 1

Data cleaning, Exploratory Data Analysis and Visualization using Pandas, Numpy, Matplotlib and Seaborn. — Index Of Contents ∘ Introduction ∘ What is Machine learning? ∘ Project Outline ∘ Install and Import required libraries ∘ Download Data from Kaggle ∘ Getting Basic information About Data ∘ Dropping the columns which are not necessary for analysis and building…

Python

6 min read

Machine Learning — Predict USA Housing Price — Part 1

Python

6 min read

Published in Jovian

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Exploratory Data Analysis — Loan Investment Case Study — Part 2(Final)

Data Analysis, Visualization using Matplotlib and Seaborn — Answering interesting questions related to data — Index Of Contents · Introduction · What is Exploratory Data Analysis · Project Outline · Exploratory Analysis and Visualization ∘ Loan Defaulter Analysis based on following columns ∘ Home Ownerships ∘ Loan Purpose ∘ Grade ∘ Home Ownerships & Loan Purpose ∘ Grade & Loan Purpose ∘…

Pandas

7 min read

Exploratory Data Analysis — Loan Investment Case Study — Part 2(Final)

Pandas

7 min read

Published in Jovian

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Exploratory Data Analysis — Loan Investment Case Study — Part 1

Data preprocessing and cleaning the dataset using Pandas — Getting ready to analyze data! — Index Of Contents · What is Exploratory Data Analysis · Project Outline · Download and read the dataset · Data Preprocessing & Cleaning ∘ Data Cleansing: DataType changes and fixing column values · Summary statistics of relevant columns and filling the missing values ∘ Column: revol_util ∘ Column: pub_rec_bankruptcies ∘ Column…

Pandas

5 min read

Exploratory Data Analysis — Loan Investment Case Study — Part 1

Pandas

5 min read

Published in Jovian

·Pinned

Web Scraping Stock Information using Python and BeautifulSoup

Using Python’s Requests, Beautiful Soup, and Pandas — Table Of Contents ∘ What is Web Scraping? ∘ How does web scraping work? ∘ Download the webpages using requests ∘ Parse the HTML source code using Beautiful Soup library ∘ Inspecting the HTML source code of a web page ∘ An HTML tag comprises of three parts: ∘ Inspecting…

Data Science

9 min read

Web Scraping Stock Information using Python and BeautifulSoup

Data Science

9 min read

Published in Javarevisited

·1 day ago

Understanding the Distinction between Controller and RestController: Essential Knowledge for Backend Programmers

Controller and RestController difference for all programmers — Introduction Spring and Spring Boot are popular Java frameworks used for developing web applications. The frameworks provide a range of features and tools to developers that make web development easier and more efficient. Two of the most commonly used components of the Spring and Spring Boot frameworks are the Controller and…

Spring

3 min read

Understanding the Distinction between Controller and RestController: Essential Knowledge for…

Spring

3 min read

Published in Javarevisited

·6 days ago

Stereotype Annotations in Spring: The Building Blocks of Efficient Application Development

Unleashing the Power of Spring Stereotype Annotations — Introduction Spring is a widely used framework in the Java community that provides a powerful set of features to develop complex applications. One of the main advantages of Spring is the ability to use annotations to simplify the configuration of components. Annotations are a way to add metadata to code elements…

Spring

4 min read

Spring

4 min read

Published in Javarevisited

·Mar 16

Accelerate Your Spring Boot Development with @SpringBootApplication

SpringBootApplication Annotation and Its Encapsulated Annotations — Introduction In the world of Java development, the Spring framework has been a game changer since its inception. It provides a platform for building robust, scalable and efficient applications. The Spring Boot framework is a popular addition to the Spring ecosystem, that streamlines the process of developing Spring applications. One of…

Spring Boot

4 min read

Spring Boot

4 min read

Mar 11

The Importance of Meditation: Insights from Sadhguru

Unlocking the Power of Your Mind: A Guide to Meditation with Sadhguru — Introduction Sadhguru is a spiritual leader, author, and founder of the Isha Foundation, a non-profit organization dedicated to promoting holistic wellbeing and environmental conservation. He is known for his unique approach to spirituality, which emphasizes the importance of inner transformation as the key to living a fulfilling and purposeful life.

Isha Foundation

3 min read

The Importance of Meditation: Insights from Sadhguru

Isha Foundation

3 min read

Jan 4

Inner Engineering: A Journey to Lasting Happiness and Fulfillment

The Science of Inner Transformation: Insights from a Spiritual Leader — Happy New Year! As we begin a new year, many of us may be reflecting on the past and setting intentions for the future. If you are looking to make positive changes in your life and find lasting happiness and fulfillment, Inner Engineering: A Yogi’s Guide to Joy by Sadhguru…

Isha Foundation

3 min read

Inner Engineering: A Journey to Lasting Happiness and Fulfillment

Isha Foundation

3 min read