Скачать или смотреть How to learn Data Science for FREE [If I had to start again in 2020]

Realistic plan with practical FREE examples on how to learn Data Science for FREE in 2020. The focus of the video will be on technical skills. Learn about which Libraries you need to learn in Python and which things you need to learn within each library. Then, learn about what things you should learn in SQL and why you need to know SQL as a Data Scientist. At the end, learn why you should learn how to use visualizations tools and how to get started! Hope you enjoy this video!

Support the channel on Patreon:
  / data360yp  

Data Analytics Course Link:
http://ipidata.teachable.com/

Overview:
How to learn Data Science?
Why learn Python?
o Why learn Numpy?
o Why learn Pandas?
o Why learn Joins and Unions?
o Why learn Seaborn?
o Why learn Matplotlib?
o Why learn SK Learn?
 Learn Linear Regression
 Learn Logistic Regression
 Learn Unsupervised Learning (K means clustering)
Why Learn SQL?
o Data cleaning, manipulation, aggregating, transforming and data storing
o Automation of all processes
Why learn Visualization tools?
o Analytics deployment
o Model deployment
o Dashboard / Reporting automation

Data Analytics Course Link: http://ipidata.teachable.com/

FREE TUTORIALS:
How to download and install Python through Anaconda:
   • How to Download PYTHON for FREE  

Numpy Tutorial:
   • NumPy Python Tutorial for Machine Learning...  

Pandas Tutorial:
   • Pandas Tutorial for Data Analysis - Part 1  

Joins / Merges Tutorial:
   • Python Pandas Join Dataframes - Part 1  

MatPlotLib Tutorial:
   • MatPlotLib Python Tutorial in Jupyter Note...  

Seaborn Tutorial:
   • Seaborn Python Tutorial - Part 1  

Machine Learning – Linear Regression Tutorial:
   • How to Run Linear Regression in Python Sci...  

Machine Learning – Logistic Regression Tutorial:
   • Logistic Regression SKLearn – Machine Lear...  

Machine Learning – Unsupervised Learning – K means Clustering:
   • K Means Clustering Algorithm Example in Py...  

SQL Tutorial Links:
a.    • SQL Tutorial for Beginners - Everything yo...  
b.    • SQL Tutorial for Data Analysis 2020 - Part 2  
c.    • How to Join Tables in SQL [LEFT, INNER, FU...  

SQL most common queries:
   • SQL Examples For Practice - Part 1  

Power BI Tutorial Links:
•    • How to build a Power BI Dashboard  
Power BI Dashboard creation:
•    • COVID 19 Trends & Forecast – Using Python ...  
•    • How to Deploy a Machine Learning Model (K ...  
•    • Building a Power BI Dashboard from Scratch...  

How to become a Data Scientist from zero – Free online courses and books:
   • How to Become a Data Scientist Path  


Yiannis Pitsillides on Social Media:
  / pitsillides91  
https://www.instagram.com/ypexists/?h...
https://www.pinterest.co.uk/pitsillid...
  / 1500092413449073  

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