Top 5 high rated Mahine learning Books 📚
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1. Introduction to Machine Learning with Python: A Guide for Data Scientists amzn.to/40InptE
Nov 14 • 6 tweets • 1 min read
Python: Lists vs. Tuples vs. Sets vs. Dictionaries
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Lists:
Mutable: Lists are mutable, meaning you can modify their elements (add, remove, or change) after creation.
Ordered: Elements in a list are ordered and can be accessed by their index (position).
Syntax: Defined using square brackets [].
Example: my_list = [1, 2, 3, 4]
Nov 11 • 8 tweets • 2 min read
20 extremely useful single-line Python codes
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1. Swap Variables: 2. Find Maximum Element in a List: 3. Find Minimum Element in a List: 4. List Comprehension: 5. Filter List Elements:
Nov 10 • 11 tweets • 3 min read
Choosing the right ML model can make or break your project💡
This document lists down the pros and cons of each Machine Learning model.
The models covered in this thread are:
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Linear Regression: A foundational model that predicts a continuous outcome variable based on one or more predictor variables.
Sep 20 • 16 tweets • 2 min read
Top 15 Python libraries for artificial intelligence AI
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1. NumPy: NumPy is the fundamental package for scientific computing in Python. It provides support for large, multi-dimensional arrays and matrices, along with a collection of mathematical functions to operate on these arrays.
Sep 19 • 13 tweets • 3 min read
Top 12 Python API to automate your work
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1. Weather Forecast API
Sep 18 • 7 tweets • 1 min read
Top Python Libraries for website development
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1. Django: Django is a high-level Python web framework that follows the "batteries-included" philosophy. It provides a robust and complete set of tools for building web applications, including an ORM (Object-Relational Mapping), authentication, routing, and more.
Sep 16 • 4 tweets • 1 min read
Convert two lists into a dictionary
Method 1: Using a Dictionary Comprehension
Sep 15 • 4 tweets • 1 min read
Removing duplicates items from a list in Python
Method 1: Using a Loop
You can iterate through the list and build a new list with only the unique elements. Here's an example using a loop:
Jul 9 • 11 tweets • 5 min read
Top 10 Python Data Science book
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1. Effective Pandas: Patterns for Data Manipulation (Treading on Python) https://t.co/qlVveQcyrzamzn.to/44FupIR
May 4 • 8 tweets • 2 min read
20 Python Code for beginners
1-3
May 2 • 11 tweets • 3 min read
10 Python one liner for new beginners
Get vowels in Python
May 1 • 7 tweets • 3 min read
Free eBook for Data Science
Python for Data Science: A Crash Course for Data Science and Analysis, Python Machine Learning and Big Data amzn.to/41OwDo0
Apr 1 • 11 tweets • 2 min read
10 advanced Python concepts:
Thread 📷
1. Decorators - Decorators are functions that modify the behavior of another function. They are a powerful tool for adding functionality to functions without modifying the function code.
Mar 11 • 19 tweets • 9 min read
Free Python Books pdf
Thread 🧵
PYTHON: PROGRAMMING: A BEGINNER’S GUIDE TO LEARN PYTHON IN 7 DAYS amzn.to/3YzHAHz
Mar 8 • 26 tweets • 4 min read
25 Essential Python Best Practices, Tips, and Tricks
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1. Use a linter
A linter is a tool that analyzes your code for potential errors and coding style violations. Using a linter like Pylint or Flake8 can help you catch errors and improve the readability and consistency of your code.
Feb 3 • 4 tweets • 2 min read
Free Data Science Course
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Introduction to Data Science and Python bit.ly/3fwnUne
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