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
:small_red_triangle: Ternary plotting library for python with matplotlib

python-ternary This is a plotting library for use with matplotlib to make ternary plots plots in the two dimensional simplex projected onto a two dime

Marc 611 Dec 29, 2022
Splore - a simple graphical interface for scrolling through and exploring data sets of molecules

Scroll through and exPLORE molecule sets The splore framework aims to offer a si

3 Jun 18, 2022
a python function to plot a geopandas dataframe

Pretty GeoDataFrame A minimum python function (~60 lines) to draw pretty geodataframe. Based on matplotlib, shapely, descartes. Installation just use

haoming 27 Dec 05, 2022
Uniform Manifold Approximation and Projection

UMAP Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, bu

Leland McInnes 6k Jan 08, 2023
Python Data Validation for Humansβ„’.

validators Python data validation for Humans. Python has all kinds of data validation tools, but every one of them seems to require defining a schema

Konsta Vesterinen 670 Jan 09, 2023
LinkedIn connections analyzer

LinkedIn Connections Analyzer πŸ”— https://linkedin-analzyer.herokuapp.com Hey hey πŸ‘‹ , welcome to my LinkedIn connections analyzer. I recently found ou

Okkar Min 5 Sep 13, 2022
RockNext is an Open Source extending ERPNext built on top of Frappe bringing enterprise ready utilization.

RockNext is an Open Source extending ERPNext built on top of Frappe bringing enterprise ready utilization.

Matheus BreguΓͺz 13 Oct 12, 2022
A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews

hvPlot A high-level plotting API for the PyData ecosystem built on HoloViews. Build Status Coverage Latest dev release Latest release Docs What is it?

HoloViz 697 Jan 06, 2023
A library for bridging Python and HTML/Javascript (via Svelte) for creating interactive visualizations

A library for bridging Python and HTML/Javascript (via Svelte) for creating interactive visualizations

Anthropic 98 Dec 27, 2022
This is a super simple visualization toolbox (script) for transformer attention visualization ✌

Trans_attention_vis This is a super simple visualization toolbox (script) for transformer attention visualization ✌ 1. How to prepare your attention m

Mingyu Wang 3 Jul 09, 2022
A guide for using Bootstrap 5 classes in Dash Bootstrap Components V1

dash-bootstrap-cheatsheet This handy interactive cheatsheet makes it easy to use the Bootstrap 5 classes with your Dash app made with the latest versi

10 Dec 22, 2022
AB-test-analyzer - Python class to perform AB test analysis

AB-test-analyzer Python class to perform AB test analysis Overview This repo con

13 Jul 16, 2022
Data Visualization Guide for Presentations, Reports, and Dashboards

This is a highly practical and example-based guide on visually representing data in reports and dashboards.

Anton Zhiyanov 395 Dec 29, 2022
A gui application to visualize various sorting algorithms using pure python.

Sorting Algorithm Visualizer A gui application to visualize various sorting algorithms using pure python. Language : Python 3 Libraries required Tkint

Rajarshi Banerjee 19 Nov 30, 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
Python package to visualize and cluster partial dependence.

partial_dependence A python library for plotting partial dependence patterns of machine learning classifiers. The technique is a black box approach to

NYU Visualization Lab 25 Nov 14, 2022
Python implementation of the Density Line Chart by Moritz & Fisher.

PyDLC - Density Line Charts with Python Python implementation of the Density Line Chart (Moritz & Fisher, 2018) to visualize large collections of time

Charles L. BΓ©rubΓ© 10 Jan 06, 2023
A small timeseries transformation API built on Flask and Pandas

#Mcflyin ###A timeseries transformation API built on Pandas and Flask This is a small demo of an API to do timeseries transformations built on Flask a

Rob Story 84 Mar 25, 2022
Python module for drawing and rendering beautiful atoms and molecules using Blender.

Batoms is a Python package for editing and rendering atoms and molecules objects using blender. A Python interface that allows for automating workflows.

Xing Wang 1 Jul 06, 2022
:art: Diagram as Code for prototyping cloud system architectures

Diagrams Diagram as Code. Diagrams lets you draw the cloud system architecture in Python code. It was born for prototyping a new system architecture d

MinJae Kwon 27.5k Dec 30, 2022