Data

➡️ Ultimate Guide to Effective Data Collection ⬅️

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➡Python for Data analysis - https://lnkd.in/fvKavA2

➡ Non Linear Optimization Python*****

➡Python Quick Reference sheet - https://lnkd.in/fa9wirz

➡Python Machine Learning Tutorial - https://lnkd.in/fteKpTY

➡All Cheat Sheets in one place - https://lnkd.in/fsmfZns

➡IBM FREE Cognitive classes for Data Science and Machine Learning - https://lnkd.in/fpp9QFT

➡Data Visualization - https://lnkd.in/f3FXCue

➡Getting Your First Data Science Job - https://lnkd.in/fQGHM2J

➡DATA SCIENCE INTERVIEW QUESTIONS - https://lnkd.in/feKZVhv

➡EXCEL EXPERT IN NO TIME - https://lnkd.in/fXC4dhj

➡10 Minutes to Pandas - https://lnkd.in/fpwaBCq

➡Numpy 100 Exercises - https://lnkd.in/fVX7Khk

➡Quick Reference Sheet (ML , DL & AI) - https://lnkd.in/fEVYMGD

➡Machine Learning Yearning By Andrew Ng - https://lnkd.in/f_E-_pf

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➡DATA SCIENCE LEARNING PATH FOR COMPLETE BEGINNER - https://lnkd.in/f6NJJk9

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Transition guide from Excel’s analyst to Python Programming for Data Analysis

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1. From Excel to Pandas https://lnkd.in/fnU5apw

2. Communication & Data Storytelling https://lnkd.in/eqf5gUV

3. Data Manipulation with Python https://lnkd.in/g4DFNpJ

4. Data Visualization with Python (Matplotlib/Seaborn): https://lnkd.in/g_3fx_6

5. Advanced Pandas https://lnkd.in/fZWGp9B

6. Tricks on Pandas by Real Python https://lnkd.in/fXc9XSp

7. Becoming Efficient with Pandas https://lnkd.in/f64hU-Y

8. Pandas Advances Tips https://lnkd.in/fGyBc4c

9. Jupyter Notebook (Beginner) https://lnkd.in/fTFinFi

10. Jupyter Notebook (Advanced) https://lnkd.in/fFufePv

Machine Learning from scratch! and benchmarking against popular ML library, by Quan Tran: https://lnkd.in/er_ZNgY
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Jupyter Lab: Evolution of the Jupyter Notebook
Optimization Algorithms By Fabian Pedregosa: https://lnkd.in/d9cXkVZ
Over 200 of the Best Machine Learning, NLP, and Python Tutorials****

Artificial Neural Networks ANNs

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