Featured Post

Scraping Website: How to Write a Script in Python

- March 22, 2023

Here's a python script that you can use as a model to scrape a website. Python script The below logic uses BeautifulSoup Package for web scraping. import requests from bs4 import BeautifulSoup url = 'https://www.example.com' response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') # Print the title of the webpage print(soup.title.text) # Print all the links in the webpage for link in soup.find_all('a'): print(link.get('href')) In this script, we first import the Requests and Beautiful Soup libraries. We then define the URL we want to scrape and use the Requests library to send a GET request to that URL. We then pass the response text to Beautiful Soup to parse the HTML contents of the webpage. We then use Beautiful Soup to extract the title of the webpage and print it to the console. We also use a for loop to find all the links in the webpage and print their href attributes to the console. This is just a basic example, but

20 Best Videos to Learn Machine Learning Quickly

- June 21, 2015

According to Coursera -Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome.

1. introduction, The Motivation Applications of Machine Learning

2. An Application of Supervised Learning - Autonomous Deriving

3. The Concept of Underfitting and Overfitting

4. Newtons Method

5. Discriminative Algorithms

6. Multinomial Event Model

7. Optimal Margin Classifier

8. Kernels

9. Bias/variance Tradeoff

10. Uniform Convergence - The Case of Infinite H

11. Bayesian Statistics and Regularization

12. The Concept of Unsupervised Learning