Discover and read the best of Twitter Threads about #kaggle

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Day 12 of #100DayswithMachineLearning

Topic - Installing Anaconda & Gather Basic Knowledge About these Tools - Jupyter Notebook || Google Colab

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1⃣ Anaconda is a distribution of the #Python and R #programming languages for scientific computing (#datascience, #machinelearning applications, large-scale #data processing, predictive analytics, etc.), that aims to simplify package management and #deployment.
2⃣ The #JupyterNotebook is an open source #web application that you can use to create and share documents that contain live #code, equations, #visualizations, and text. Jupyter #Notebook is maintained by the people at Project Jupyter.

Blog Link - realpython.com/jupyter-notebo…
Read 7 tweets
The wait is over! 🎉

Before moving on to code ARCH models...👨‍💻

I will share the notebook in #Python for ARIMA models! 📓

🚨 Check the end of the thread, there's a present! 🎁

#TimeSeries #DataScience #MachineLearning Image
First, the steps covered:

1️⃣ Import data (in this case Google stock price) 📚

2️⃣ Format data 🔨

3️⃣ Visualise prices and returns 🔍

4️⃣ Estimate parameters p, d and q 🔬
5️⃣ Build the initial model 🛠️

6️⃣ Find the optimal model 🌟

7️⃣ Forecast! 🔮
Read 5 tweets
Interested in learning more about #DataScience, #MachineLearning or #AI? I’ve got a few places and resources for medics to start with. Anyone can do it with enough time and effort! Soon enough you’ll be making your own neural networks

1/16. A thread 🧵.
2/16. Everyone has their preferences with programming languages. However if you’re starting from scratch, I highly recommend #Python. It is easy to learn, has a wide variety of applications and you will find it is much easier to perform even the most basic of statistics.
3/16. It also gives you access to multiple libraries that are used heavily by the machine learning community such as #Keras, #TensorFlow and #PyTorch.
Read 19 tweets
Learning data science is fun, so then why do we always use the same boring datasets? It's common to see projects using the iris, cars, or titanic data. Stand out! Check these 9 datasets on I created on #kaggle perfect for a unique portfolio project. #datascience #datasets🧵👇
1. MrBeast Youtube Stats

Includes metadata for every MrBeast Youtube video including: title, description, view, comment counts, likes AND thumbnails. Updated daily so you can track this viral sensation’s video trends over time.

🔗 kaggle.com/datasets/robik…
2. Workplace Injury Data

Dataset of over 200k OSHA reportable injuries spanning 5 years. Do some investigative data science to see which industries produce the most injuries and which companies keep their employees safe.

🔗 kaggle.com/datasets/robik…
Read 10 tweets
Si estás iniciando en la Ciencia de datos (CD) o deseas mejorar tus habilidades te recomiendo que uses @kaggle. #DataScience

#Kaggle es la comunidad más popular de CD y pone a tu disposición recursos gratuitos para tu preparación.

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Una de las formas en que puedes usar Kaggle es entrando a los datasets de tu interés y revisar los #notebooks para ver cómo lograron resolver el problema.

El hecho de ver código y leer documentación te va a ayudar a aprender nuevas técnicas,...
diversas formas de abordar el problema y como plantear la solución.

Los datasets que te recomiendo para cubrir diversas áreas son:

📑 House Prices - Advanced Regression Techniques kaggle.com/c/house-prices…

📑 Pokemon with stats kaggle.com/datasets/abcsd…
Read 6 tweets
Kaggle is not just a competitive data science platform, it's one of the largest repositories for datasets, it is also a Cloud IDE where you can build and deploy a model.
Check details in this 🧵

RT Appreciated
#Kaggle #BlackTechTwitter
Visit Kaggle using the link below
kaggle.com
Register/Login
Click on the "<> Code" menu option as illustrated in the image below.

This will take you to the Kaggle IDE Environment
Read 11 tweets
Interested in testing several object detection models in one single notebook, in @kaggle Competitions?

Here is a getting started notebook where you could test 5 different models: VFNet, EfficientDet, RetinaNet, Faster-RCNN, and YOLOv5.

🎁 Kaggle NB: kaggle.com/faridone/icevi…
The kaggle notebook is a stripped one. Check out the long version in Colab.

🎁 Colab NB: airctic.com/0.11.0/getting…

That way, you have access to 2 platforms where you get familiar with IceVision
We have a #kaggle dedicated channel in our IceVision forum where kagglers share their knowledge.

• IceVision Forum: discord.gg/JDBeZYK

• IceVision Repo: github.com/airctic/IceVis…
Read 4 tweets
1/

Thread of the very best #YouTube channels and #Twitter accounts to follow for:

#AI/ #ML, #DeepLearning, #neural and all things #datascience

bit.ly/3g8pVDL

#AI #machinelearning @wiserin10 #datascience #bigdata #artificialintelligence
2/

@Analyticsindiam

Analytics India Magazine includes discussions on news, tips for the data ecosystem and a deep dive into #AI/#ML, #deeplearning and #neural networks

#YouTube subscriber count: 38k
3/

@Krishnaik06

Krish Naik is co-founder of iNeuron.ai and specialises in #machinelearning, #deeplearning, and computer vision. Krish’s #YouTube channel is a deep dive into all things #AI/#ML, perfect for beginners

YouTube subscriber count: 421k
Read 15 tweets
Want to become a Data Scientist? Here are some great resources that you should watch in order;Statistics & Linear Algebra Not Included 🧵
#100DaysOfCode #100DaysOfMLCode #DataScience #AI #MachineLearning #ArtificialIntelligence #ML #Coding #Coders #PyTorch #Tensorflow #Developer
Part 1 of Microsoft's Intro to Python Series:
Gets you up and running in python and introduces you to the basics of setting up your development environment.
youtube.com/playlist?list=…
Continuation of the series above.
youtube.com/playlist?list=…
Read 17 tweets
Good news! I will be presenting a research paper at #analytics conference at @IIM_Bangalore on #Kabaddi #sports analytics #MachineLearning Image
@IIM_Bangalore @kaggle @rdpeng @jtleek @BCaffo Thx 2 u 4 teaching #DataScience @coursera, able to make diff. Dataset featured at @kaggle, paper selected in conf
Read 3 tweets

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