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 🔥

About the Hands On Program 💻

Machine learning beginner → 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)

📌 Table of Content

Day 📆 Task Code Link 🔗
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
🔦 ☁️ Data Nerd, NLP Engineer, Machine Learning, Statistics 📊, Manufacturing Grad📌
Roja Achary
Generate a 3D Skyline in STL format and a OpenSCAD file from Gitlab contributions

Your Gitlab's contributions in a 3D Skyline gitlab-skyline is a Python command to generate a skyline figure from Gitlab contributions as Github did at

Félix Gómez 70 Dec 22, 2022
Python scripts for plotting audiograms and related data from Interacoustics Equinox audiometer and Otoaccess software.

audiometry Python scripts for plotting audiograms and related data from Interacoustics Equinox 2.0 audiometer and Otoaccess software. Maybe similar sc

Hamilton Lab at UT Austin 2 Jun 15, 2022
3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

Ivy vision focuses predominantly on 3D vision, with functions for camera geometry, image projections, co-ordinate frame transformations, forward warping, inverse warping, optical flow, depth triangul

Ivy 61 Dec 29, 2022
Visualize large time-series data in plotly

plotly_resampler enables visualizing large sequential data by adding resampling functionality to Plotly figures. In this Plotly-Resampler demo over 11

PreDiCT.IDLab 604 Dec 28, 2022
A central task in drug discovery is searching, screening, and organizing large chemical databases

A central task in drug discovery is searching, screening, and organizing large chemical databases. Here, we implement clustering on molecular similarity. We support multiple methods to provide a inte

NVIDIA Corporation 124 Jan 07, 2023
The Python ensemble sampling toolkit for affine-invariant MCMC

emcee The Python ensemble sampling toolkit for affine-invariant MCMC emcee is a stable, well tested Python implementation of the affine-invariant ense

Dan Foreman-Mackey 1.3k Jan 04, 2023
Simple and fast histogramming in Python accelerated with OpenMP.

pygram11 Simple and fast histogramming in Python accelerated with OpenMP with help from pybind11. pygram11 provides functions for very fast histogram

Doug Davis 28 Dec 14, 2022
ICS-Visualizer is an interactive Industrial Control Systems (ICS) network graph that contains up-to-date ICS metadata

ICS-Visualizer is an interactive Industrial Control Systems (ICS) network graph that contains up-to-date ICS metadata (Name, company, port, user manua

QeeqBox 2 Dec 13, 2021
Python script for writing text on github contribution chart.

Github Contribution Drawer Python script for writing text on github contribution chart. Requirements Python 3.X Getting Started Create repository Put

Steven 0 May 27, 2022
A simple Monte Carlo simulation using Python and matplotlib library

Monte Carlo python simulation Install linux dependencies sudo apt update sudo apt install build-essential \ software-properties-commo

Samuel Terra 2 Dec 13, 2021
A command line tool for visualizing CSV/spreadsheet-like data

PerfPlotter Read data from CSV files using pandas and generate interactive plots using bokeh, which can then be embedded into HTML pages and served by

Gino Mempin 0 Jun 25, 2022
A high performance implementation of HDBSCAN clustering. http://hdbscan.readthedocs.io/en/latest/

HDBSCAN Now a part of scikit-learn-contrib HDBSCAN - Hierarchical Density-Based Spatial Clustering of Applications with Noise. Performs DBSCAN over va

Leland McInnes 91 Dec 29, 2022
An easy to use burndown chart generator for GitHub Project Boards.

Burndown Chart for GitHub Projects An easy to use burndown chart generator for GitHub Project Boards. Table of Contents Features Installation Assumpti

Joseph Hale 15 Dec 28, 2022
A python wrapper for creating and viewing effects for Matt Parker's christmas tree.

Christmas Tree Visualizer A python wrapper for creating and viewing effects for Matt Parker's christmas tree. Displays py or csv effect files and allo

4 Nov 22, 2022
A Jupyter - Three.js bridge

pythreejs A Python / ThreeJS bridge utilizing the Jupyter widget infrastructure. Getting Started Installation Using pip: pip install pythreejs And the

Jupyter Widgets 844 Dec 27, 2022
A GUI for Pandas DataFrames

PandasGUI A GUI for analyzing Pandas DataFrames. Demo Installation Install latest release from PyPi: pip install pandasgui Install directly from Githu

Adam 2.8k Jan 03, 2023
Open-source demos hosted on Dash Gallery

Dash Sample Apps This repository hosts the code for over 100 open-source Dash apps written in Python or R. They can serve as a starting point for your

Plotly 2.7k Jan 07, 2023
PyFlow is a general purpose visual scripting framework for python

PyFlow is a general purpose visual scripting framework for python. State Base structure of program implemented, such things as packages disco

1.8k Jan 07, 2023
Generate "Jupiter" plots for circular genomes

jupiter Generate "Jupiter" plots for circular genomes Description Python scripts to generate plots from ViennaRNA output. Written in "pidgin" python w

Robert Edgar 2 Nov 29, 2021
🎨 Python Echarts Plotting Library

pyecharts Python ❤️ ECharts = pyecharts English README 📣 简介 Apache ECharts (incubating) 是一个由百度开源的数据可视化,凭借着良好的交互性,精巧的图表设计,得到了众多开发者的认可。而 Python 是一门富有表达

pyecharts 13.1k Jan 03, 2023