Here's an ultimate data science starter kit: 1. Foundational Skills • Intro to

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

• Natural Language Processing - How to solve 90% of NLP https://lnkd.in/gh8bKe4

• Recommendation Systems - How Spotify Knows You So Well https://lnkd.in/gH2GQKu

• Time Series Analysis - Complete Time Series https://lnkd.in/gFZU2Rb

5. Practice

• Projects/Competitions - Kaggle Kernels https://www.kaggle.com/

• Problem Solving Challenges - HackerRank https://lnkd.in/g9Ps2cb

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Hope these resources help!

If you want more free DS/ML resources, feel free to check out my site: www.ClaoudML.com

Happy learning! #datascience #machinelearning