Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.

Overview

30-Days-of-ML-Kaggle πŸ”₯

About the Hands On Program πŸ’»

Machine learning beginner β†’ Kaggle competitor in 30 days. Non-coders welcome

The program starts Monday, August 2, and lasts four weeks. It's designed for people who: ✏️

  • Have not coded in Python much (or at all!)
  • Want to make the most of Kaggle, but aren't sure how.

Program Highlights ✏

  • 2 weeks of daily, hands-on assignments (with emails to keep you on track)
  • Course completion certificates
  • Learning community chat room access
  • Elective workshops by Google's Developer Expert Data Science Program
  • Invitation to a beginner-friendly, invite-only Kaggle competition
  • Competition prizes (Kaggle Swag for top 10 teams on leaderboard)

πŸ“Œ Table of Content

Day πŸ“† Task Code Link πŸ”—
01 Titanic-Random Forest Day_01_Link
02 Hello, Python Day_02_Link
03 Function & Getting Help Day_03_Link
04 Booleans and Conditionals Day_04_Link
05 Lists and Loops & List Comprehensions Day_05_Link
06 Strings and Dictioniaries Day_06_Link
07 Working with External Libraries Day_07_Link
08 Model-Work & Basic-Data-Exploration Day 08_Link
09 First-Machine-Learning-Model-and-Model-Validation Day 09 Link
10 Underfitting-and-Overfitting-&-Random-Forests Day 10_Link
11 Machine-Learning-Competitions Day 11 Link
12 Introduction-to-Missing-values-&categorical-values Day 12 Link
13 Pipelines-&-Cross-validations Day 13 Link
14 XGBoost-&-Data-validation Day 14 Link
15 15 Day Kaggle Competition Day_15_link
16 16 Day Kaggle Competition Day_16_link
17 17 Day Kaggle Competition Day_17_link
18 18 Day Kaggle Competition Day_18_link
19 19 Day Kaggle Competition Day_19_link
20 20 Day Kaggle Competition Day_20_link
21 Final-Days-21-30 Kaggle Day_21_30_link

Save a copy with you !!

Fork 🍴 the repository

Learned Something !!

Give a 🌟 to support me 😊

@misc{Charged Neuron,
    author       = {Roja Achary},
    title        = {30-Days-Of-ML-Kaggle},
    month        = {August-Sept},
    year         = {2021}
}
Owner
Roja Achary
πŸ”¦ ☁️ Data Nerd, NLP Engineer, Machine Learning, Statistics πŸ“Š, Manufacturing GradπŸ“Œ
Roja Achary
Visualize the training curve from the *.csv file (tensorboard format).

Training-Curve-Vis Visualize the training curve from the *.csv file (tensorboard format). Feature Custom labels Curve smoothing Support for multiple c

Luckky 7 Feb 23, 2022
Active Transport Analytics Model (ATAM) is a new strategic transport modelling and data visualization framework for Active Transport as well as emerging micro-mobility modes

{ATAM} Active Transport Analytics Model Active Transport Analytics Model (β€œATAM”) is a new strategic transport modelling and data visualization framew

Peter Stephan 0 Jan 12, 2022
Complex heatmaps are efficient to visualize associations between different sources of data sets and reveal potential patterns.

Make Complex Heatmaps Complex heatmaps are efficient to visualize associations between different sources of data sets and reveal potential patterns. H

Zuguang Gu 973 Jan 09, 2023
An interactive GUI for WhiteboxTools in a Jupyter-based environment

whiteboxgui An interactive GUI for WhiteboxTools in a Jupyter-based environment GitHub repo: https://github.com/giswqs/whiteboxgui Documentation: http

Qiusheng Wu 105 Dec 15, 2022
Main repository for Vispy

VisPy: interactive scientific visualization in Python Main website: http://vispy.org VisPy is a high-performance interactive 2D/3D data visualization

vispy 3k Jan 03, 2023
Simple Python interface for Graphviz

Simple Python interface for Graphviz

Sebastian Bank 1.3k Dec 26, 2022
View part of your screen in grayscale or simulated color vision deficiency.

monolens View part of your screen in grayscale or filtered to simulate color vision deficiency. Watch the demo on YouTube. Install with pip install mo

Hans Dembinski 31 Oct 11, 2022
Custom ROI in Computer Vision Applications

EasyROI Helper library for drawing ROI in Computer Vision Applications Table of Contents EasyROI Table of Contents About The Project Tech Stack File S

43 Dec 09, 2022
Pydrawer: The Python package for visualizing curves and linear transformations in a super simple way

pydrawer πŸ“ The Python package for visualizing curves and linear transformations in a super simple way. ✏️ Installation Install pydrawer package with

Dylan Tintenfich 56 Dec 30, 2022
Visualize the bitcoin blockchain from your local node

Project Overview A new feature in Bitcoin Core 0.20 allows users to dump the state of the blockchain (the UTXO set) using the command dumptxoutset. I'

18 Sep 11, 2022
A declarative (epi)genomics visualization library for Python

gos is a declarative (epi)genomics visualization library for Python. It is built on top of the Gosling JSON specification, providing a simplified interface for authoring interactive genomic visualiza

Gosling 107 Dec 14, 2022
This is a small repository for me to implement my simply Data Visualisation skills through Python.

Data Visualisations This is a small repository for me to implement my simply Data Visualisation skills through Python. Steam Population Chart from 10/

9 Dec 31, 2021
A Python library for plotting hockey rinks with Matplotlib.

Hockey Rink A Python library for plotting hockey rinks with Matplotlib. Installation pip install hockey_rink Current Rinks The following shows the cus

24 Jan 02, 2023
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

Visdom A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Python. Overview Concepts Setup Usage API To

FOSSASIA 9.4k Jan 07, 2023
Investment and risk technologies maintained by Fortitudo Technologies.

Fortitudo Technologies Open Source This package allows you to freely explore open-source implementations of some of our fundamental technologies under

Fortitudo Technologies 11 Dec 14, 2022
A customized interface for single cell track visualisation based on pcnaDeep and napari.

pcnaDeep-napari A customized interface for single cell track visualisation based on pcnaDeep and napari. πŸ‘€ Under construction You can get test image

ChanLab 2 Nov 07, 2021
A python script and steps to display locations of peers connected to qbittorrent

A python script (along with instructions) to display the locations of all the peers your qBittorrent client is connected to in a Grafana worldmap dash

62 Dec 07, 2022
cqMore is a CadQuery plugin based on CadQuery 2.1.

cqMore (under construction) cqMore is a CadQuery plugin based on CadQuery 2.1. Installation Please use conda to install CadQuery and its dependencies

Justin Lin 36 Dec 21, 2022
Visualization of the World Religion Data dataset by Correlates of War Project.

World Religion Data Visualization Visualization of the World Religion Data dataset by Correlates of War Project. Mostly personal project to famirializ

Emile Bangma 1 Oct 15, 2022
This Crash Course will cover all you need to know to start using Plotly in your projects.

Plotly Crash Course This course was designed to help you get started using Plotly. If you ever felt like your data visualization skills could use an u

FΓ‘bio Neves 2 Aug 21, 2022