Data Science and Engineering
@DataScience_Engineering
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Data Science and Engineering
548 subscribers
Data Science and Engineering
Introduction to Exploratory Data Analysis in Python

#python #pandas #Python_Pandas #DataScience #DataAbalytics #DS

@itnext

http://blog.adnansiddiqi.me/introduction-to-exploratory-data-analysis-in-python/?utm_source=r_python&utm_medium=python&utm_campaign=c_r_python
Adnan's Random bytes
Introduction to Exploratory Data Analysis in Python
Learn how to use libraries like Pandas and Matplotlib to analyze data and find insights from it.
686 views
Data Science and Engineering
A new article entitled "Python for Data Science: 8 Concepts You May Have Forgotten (I Did)" written by Conor Dewey is now online!

#DataScience #Python #MachineLearning #ArtificialIntelligence #Programming

@ITNEXT

Mastering the little things in Python, NumPy, and Pandas > Read More...

https://towardsdatascience.com/python-for-data-science-8-concepts-you-may-have-forgotten-i-did-825966908393
Medium
Python for Data Science: 8 Concepts You May Have Forgotten
If you’ve ever found yourself looking up the same question, concept, or syntax over and over again when programming, you’re not alone. While it’s not unnatural to look things up on StackOverflow or…
493 views
Data Science and Engineering
A new article entitled "Getting started with Apache Kafka in Python" written by Adnan Siddiqi is now online!

#Python #DataScience #DistributedSystems #Kafka #BigData

@ITNEXT

In this post, I am going to discuss Apache Kafka and how Python programmers can use it for building distributed systems. > Read More...

https://towardsdatascience.com/getting-started-with-apache-kafka-in-python-604b3250aa05
Medium
Getting started with Apache Kafka in Python
In this post, I am going to discuss Apache Kafka and how Python programmers can use it for building distributed systems.
35 views
Data Science and Engineering
A new article entitled "Getting started with Apache Kafka in Python" written by Adnan Siddiqi is now online!

#Python #DataScience #DistributedSystems #Kafka #BigData

@ITNEXT

In this post, I am going to discuss Apache Kafka and how Python programmers can use it for building distributed systems. > Read More...

https://towardsdatascience.com/getting-started-with-apache-kafka-in-python-604b3250aa05
Medium
Getting started with Apache Kafka in Python
In this post, I am going to discuss Apache Kafka and how Python programmers can use it for building distributed systems.
33 views
Data Science and Engineering
The article "Design your engineering experiment plan with a simple Python command" written by Tirthajyoti Sarkar with 131 claps is hot on the list of publications!

#Experiment #TowardsDataScience #Python #Statistics #DataScience

@ITNEXT

Design your engineering experiment plan with a simple Python command. > Read More...

https://towardsdatascience.com/design-your-engineering-experiment-plan-with-a-simple-python-command-35a6ba52fa35
Medium
Create your experimental design with a simple Python command
Design your engineering experiment plan with a simple Python command.
48 views
Data Science and Engineering
A new article entitled "TensorFlow — A hands-on approach" written by Avinash Kadimisetty is now online!

#TensorFlow #MachineLearning #DataScience #Programming #Python

@ITNEXT

This is the first article in the series of articles I am going to pen down giving an introduction to TensorFlow and diving deep into to the… > Read More...

https://towardsdatascience.com/tensorflow-a-hands-on-approach-8614372f021f
Medium
TensorFlow — A hands-on approach
This is the first article in the series of articles I am going to pen down giving an introduction to TensorFlow and diving deep into to the…
40 views
Data Science and Engineering
A new article entitled "Customizing Plots with Python Matplotlib" written by Carolina Bento is now online!

#DataAnalysis #DataVisualization #DataScience #Visualization #Python

@ITNEXT

Better insights through beautiful visualizations > Read More...

https://towardsdatascience.com/customizing-plots-with-python-matplotlib-bcf02691931f
Medium
Customizing Plots with Python Matplotlib
Better insights through beautiful visualizations
50 views
Data Science and Engineering
A new article entitled "Deconstructing Metrics on Medium" written by Conor Dewey is now online!

#Python #MachineLearning #Technology #DataScience #ArtificialIntelligence

@ITNEXT

Engineering better Medium Stats experience with data science > Read More...

https://towardsdatascience.com/deconstructing-metrics-on-medium-bf5b4863bf96
Medium
Deconstructing Metrics on Medium
Engineering a better Medium Stats experience with data science
52 views
Data Science and Engineering
An article entitled "[ Only Numpy ] Having Fun with Eigen Value s/ Vectors with Interactive Code in Numpy" written by Jae Duk Seo with 77 claps is now accessible for read!

#NeuralNetworks #Python #DataScience #Numpy #ArtificialIntelligence

@ITNEXT

Principal Component analysis, Singular Value Decomposition, and Independent component analysis are all dimension reduction techniques. And… > Read More...

https://towardsdatascience.com/only-numpy-having-fun-with-eigen-value-s-vectors-with-interactive-code-in-numpy-80d3443dfd22
Medium
[ Only Numpy ] Having Fun with Eigen Value s/ Vectors with Interactive Code in Numpy
Principal Component analysis, Singular Value Decomposition, and Independent component analysis are all dimension reduction techniques. And…
45 views
Data Science and Engineering
The article "Recursion Demystified" written by Sachin Malhotra with 343 claps is hot on the list of publications!

#Programming #Algorithms #Technology #Python #Recursion

@ITNEXT

In order to understand recursion, you must first understand recursion. > Read More...

https://medium.freecodecamp.org/recursion-demystified-99a2105cb871
freeCodeCamp.org
Recursion Demystified
In order to understand recursion, you must first understand recursion.
41 views
Data Science and Engineering
A new article entitled "Finding Driving Lane Line live with OpenCV" written by Percy Jaiswal is now online!

#Programming #Python #Opencv #ComputerVision #AutonomousVehicles

@ITNEXT

Hello, in this project I will attempt to find lane lines from a dash cam video feed. Once we detect lane lines, we will mark them on the… > Read More...

https://towardsdatascience.com/finding-driving-lane-line-live-with-opencv-f17c266f15db
Medium
Finding Driving Lane Line live with OpenCV
Hello, in this project I will attempt to find lane lines from a dash cam video feed. Once we detect lane lines, we will mark them on the…
50 views
Data Science and Engineering
An article entitled "Introducing a simple and intuitive Python API for UCI machine learning repository" written by Tirthajyoti Sarkar with 27 claps is now accessible for read!

#Algorithms #ArtificialIntelligence #Python #MachineLearning #DataScience

@ITNEXT

Introducing a simple and intuitive Python API for UCI ML repository for easy search, download, and analyze the ML tasks. > Read More...

https://towardsdatascience.com/introducing-a-simple-and-intuitive-python-api-for-uci-machine-learning-repository-fd2ce8eb6cd4
Medium
Introducing a simple and intuitive Python API for UCI machine learning repository
Introducing a simple and intuitive Python API for UCI ML repository for easy search, download, and analyze the ML tasks.
75 views
Data Science and Engineering
The article "What I learned from analyzing more than 80 job rejections with Python" written by Conor Dewey with 282 claps is hot on the list of publications!

#Technology #MachineLearning #Jobs #Python #DataScience

@ITNEXT

We’ve all gotten those emails at one point or another. You know, the ones that start with “Thank you for your interest” and end with… > Read More...

https://medium.freecodecamp.org/what-i-learned-from-analyzing-more-than-80-job-rejections-with-python-11044ee6927b
freeCodeCamp
What I learned from analyzing more than 80 job rejections with Python
We’ve all gotten those emails at one point or another. You know, the ones that start with “Thank you for your interest” and end with…
82 views
Data Science and Engineering
An article entitled "BYOD: Build your own Dataset (for free!)" written by Rishav Agarwal with 55 claps is now accessible for read!

#Scraping #Automation #MachineLearning #Python #DataScience

@ITNEXT

Web scrapping using cloud computing > Read More...

https://towardsdatascience.com/byod-build-your-own-dataset-for-free-67133840dc85
Medium
BYOD: Build Your Own Dataset (for free using web scraping)
Web scrapping using cloud computing
106 views
Data Science and Engineering
An article entitled "How to create Words Embedding in TensorFlow" written by Francesco Zuppichini with 43 claps is now accessible for read!

#Programming #DeepLearning #Python #TensorFlow #MachineLearning

@ITNEXT

Three different ways > Read More...

https://towardsdatascience.com/how-to-create-word-embedding-in-tensorflow-ed0a61507dd0
Medium
How to create Words Embedding in TensorFlow
Three different ways
98 views
Data Science and Engineering
A new article entitled "Build your own Python RESTful Web Service" written by A Hung is now online!

#Programming #RestApi #PythonProgramming #Python #Docker

@ITNEXT

In this blog, I will explain how I created a RESTful web service that intended to act as a data engineering service. The web service is… > Read More...

https://towardsdatascience.com/build-your-own-python-restful-web-service-840ed7766832
Medium
Build your own Python RESTful Web Service
In this blog, I will explain how I created a RESTful web service that intended to act as a data engineering service. The web service is…
170 views
Data Science and Engineering
The article "Python for Finance: Dash by Plotly" written by Kevin Boller with 135 claps is hot on the list of publications!

#Programming #TowardsDataScience #MachineLearning #Python #DataScience

@ITNEXT

Expanding Jupyter Notebook Stock Portfolio Analyses with Interactive Charting in Dash by Plotly. > Read More...

https://towardsdatascience.com/python-for-finance-dash-by-plotly-ccf84045b8be
Medium
Python for Finance: Dash by Plotly
Expanding Jupyter Notebook Stock Portfolio Analyses with Interactive Charting in Dash by Plotly.
177 views
Data Science and Engineering
New tutorial!🚀

Learn how to build an Image Hashing Search Engine that scales to 1,000,000s of images using #OpenCV, #Python, and VP-Trees.

Full tutorial w/ code here: http://pyimg.co/myj11 👍 #ComputerVision #MachineLearning #ArtificialIntelligence #DataScience #AI #BigData
PyImageSearch
Building an Image Hashing Search Engine with VP-Trees and OpenCV - PyImageSearch
In this tutorial, you will learn how to build a scalable image hashing search engine using OpenCV, Python, and VP-Trees.
1.28K views
Data Science and Engineering
Transformers and self-attention explained from scratch, also in pythonic language.

#BERT #GPT_2 #Transformer
#python

http://www.peterbloem.nl/blog/transformers
1.43K viewsedited  
Data Science and Engineering
Hi Folks,

Many of you probably follow sentdex (Harrison Kinsley) on YouTube (channel link below). He has great introductory content for #machinelearning.

Recently he also wrapped up a Kickstarter campaign to write a book on how to implement #deeplearning from scratch in #python. The videos for the book are free (on his channel) and a link to the book's site can be found below.

sentdex youtube -> https://lnkd.in/gXkhEv7

kickstarter -> https://lnkd.in/gcVyRa6

book site -> https://nnfs.io/
1.65K views