Important Links for Data Science

Here's an ultimate data science starter kit: 1. Foundational Skills • Intro to Python https://lnkd.in/grCsv8v • Intro to R https://lnkd.in/gKFiDZn • Data Wrangling Pydata (90min) https://lnkd.in/gEhF3-W • EDA (20min video) https://lnkd.in/gT8_RKh • Stats/Prob (Khan Academy) https://lnkd.in/gsyGpVu 2. Technical Skills • Data Gathering- Why API Medium https://lnkd.in/gvahtsN • Intro to SQL https://lnkd.in/giWs-3N • Complete SQL Bootcamp https://lnkd.in/gsgf_fF • Data Visualization Medium https://lnkd.in/g3FSRgY • Machine Learning A-Z https://lnkd.in/gXqdBsQ 3. Business Skills • Communication - Data Storytelling https://lnkd.in/gtiCSNT • Business Analytics- Geckoboard https://lnkd.in/g2X-Xtp 4. Extra Skills • NLP - How to solve 90% of NLP https://lnkd.in/gh8bKe4 • Recommendation Systems - Spotify https://lnkd.in/gH2GQKu • Time Series Analysis - Complete Guide https://lnkd.in/gFZU2Rb 5. Practice • Projects/Competitions - Kaggle Kernels https://www.kaggle.com/ • Problem Solving Challenges - HackerRank https://lnkd.in/g9Ps2cb - - - Hope these resources help! Happy learning! #datascience #machinelearning