Python Resources - Basic Python, ML, DataScience, BigData
2.46K subscribers
14 photos
3 files
243 links
You can find all kinds of resources related to Python, ML, DataScience and BigData.
Resources — »»» @python_resources_iGnani
Projects — »»» @python_projects_repository
Questions— »»» @python_interview_questions
Forum — »»» @python_programmers_club
Download Telegram
🌟

Fundamentals of Python: Data Structures - Book by Kenneth Alfred Lambert

The book covers four major aspects of computing:
* Programming basics
* Object-Oriented Programming (OOP)
* Data structures
* Software development life cycle

#eBook #python #dataStructures
AutoFlip: An Open Source Framework for Intelligent Video Reframing

Google released a tool for smart video cropping. Video cropping doesn't seem like a poblem until you release that object that should be in focus can be in different parts of picture. Now there is great attempt to provide one-click solution to cropping.

Interesting part:
#AutoFlip is an application of #MediaPipe framework for building multimodal ML #pipelines.

https://1.bp.blogspot.com/-vd3_cka3jNA/XkSQcFrwh0I/AAAAAAAAFS4/L4RfWj8RSXYy_oR4RrvoU90Vt9SSZUEAwCEwYBhgL/s1600/image1.gif
https://ai.googleblog.com/2020/02/autoflip-open-source-framework-for.html
Github: https://github.com/google/mediapipe/blob/master/mediapipe/docs/autoflip.md
MediaPipe: https://github.com/google/mediapipe/

#Google #GoogleAI #DL #CV
Forwarded from Python Questions
What type of value will result from evaluating the following expression:
(' ', )
Anonymous Quiz
30%
str (string)
37%
tuple
7%
dict
15%
syntax error
10%
unicode (unicode string)
🌟

Essential Math for Machine Learning: Python Edition
Learn the essential mathematical foundations for machine learning and artificial intelligence.


🔥 Free Training 🔥 —————— Pay only if you want a certificate

#python #DataScience #tutorial #beginners #free #maths #machineLearning
Forwarded from Python Projects
#PracticeCode: 0028
🎯 FORWARD IF YOU LIKE IT 🎯

Task:
You have to create a program in which a list of numbers is given as input and you to print sum and difference of the maximum and minimum value of the list.

NOTE :- You don't have to use max() and min() inbuilt functions!.

Sample run :-
input → [10, 3, 5, 6]
output → 7

GOOD LUCK!

««« Discuss your solution @python_programmers_club and proper solutions will be added to our Github page »»»

««« Click here for the Solution »»»

🔥Ready to take this challenge? 🔥

#python #practiceCode #samples #interviewQuestions #conditions
🌟

Mathematics for Machine Learning - by Garrett Thomas
Machine learning uses tools from a variety of mathematical fields. This document is an attempt to
provide a summary of the mathematical background needed for an introductory class in machine
learning, which at UC Berkeley is known as CS 189/289A.

🔥 Free eBook 🔥

#DataScience #ebook #beginners #free #machineLearning
🌟

Introduction to Data Science
Data Science is the hottest field of the century. Learn more about why data science, artificial intelligence (AI) and machine learning are revolutionizing the way people do business and research around the world. In this course, we will meet some data science practitioners and we will get an overview of what data science is today.


🔥 Free Training 🔥

#DataScience #tutorial #beginners #free #machineLearning #Course
🌟

Data Science Tools
Get started with some of the most popular tools for collaborative data science, including RStudio IDE, Jupyter Notebooks, Apache Zeppelin notebooks, and IBM Watson Studio. Use the tools directly on Skills Network Labs, a cloud lab environment that brings powerful open data science tools together so you can analyze, visualize, explore, clean data, run models and create apps.

🔥 Free Training 🔥

#DataScience #tutorial #beginners #free #machineLearning #Course #tools
Forwarded from Python Questions
What is the output of the following program :
print('{0:.2}'.format(1.0 / 3))
Anonymous Quiz
21%
0.333333
36%
0.33
11%
0.333333:-2
32%
Syntax error
Forwarded from Python Projects
#PracticeCode: 0029
🎯 FORWARD IF YOU LIKE IT 🎯

Task:
You have to create a program in which a list of numbers is given as input and you have to print the mean average of all the numbers leaving largest and smallest numbers. If the given list has more then one copy of largest or smallest number than just ignore one copy of that number.

Sample :-

input → [1,2,3,4,500]
output → 3

input → [1,1,6,8,3,10]
output → 4.5

GOOD LUCK!

««« Discuss your solution @python_programmers_club and proper solutions will be added to our Github page »»»

««« Click here for the Solution »»»

🔥Ready to take this challenge? 🔥

#python #practiceCode #samples #interviewQuestions #conditions
🌟

Introduction to Python: Absolute Beginner - By Microsoft
In this course that's perfect for true beginners, learn Python basics and start coding right away.

What you'll learn
* Using Python in Jupyter Notebooks
* Gathering input and manipulating input/output
* Building reusable Functions with parameters and return values
* Decisions and repetition using conditional statements and loops

🔥 Free Training 🔥 —————— Pay only if you want a certificate

#python #tutorial #beginners #free #Course
🌟

Python Core and Advanced - Master the fundamentals of Python in easy steps

Whether you are a College student learning the fundamentals of Python or a Data Science expert using python to analyze your data or a Web Developer using python frameworks like DJango or a Experienced python developer who wants to fill in the gaps , this course will help you accomplish your goals.

🔥 Free Training 🔥 —————— Pay only if you want a certificate

#python #tutorial #advanced #free #Course
🌟

Data Science Methodology
This course has one purpose, and that is to share a methodology that can be used within data science, to ensure that the data used in problem solving is relevant and properly manipulated to address the question at hand.
Accordingly, in this course, you will learn:
* The major steps involved in tackling a data science problem.
* The major steps involved in practicing data science, from forming a concrete business or research problem, to collecting and analyzing data, to building a model, and understanding the feedback after model deployment.
* How data scientists think!

🔥 Free Training 🔥

#DataScience #tutorial #beginners #free #machineLearning #Course