Full Pathway to Become a Data Engineer in 2022 (Valid for 2023)

Data Engineer Pathway:

Step 1:
Learn SQL Basics for Data Science: https://imp.i384100.net/OR0M7n

Step 2:
Data Visualization with Tableau: https://imp.i384100.net/NKWM72

Step 3:
Data Analysis and Presentation Skills by PwC: https://imp.i384100.net/7mqvzQ

Step 4:
Python for Everybody (added by Greg): https://imp.i384100.net/QOLM73

Step 5:
Data Structures and Algorithms (added by Greg): https://imp.i384100.net/QOLM7o

Step 6:
Software Development Lifecycle: https://imp.i384100.net/kjErYd

Step 7:
Big Data: https://imp.i384100.net/Gj5O6E

Step 8:
Google Cloud Data Engineer: https://imp.i384100.net/e4XLYO


Roadmap to Become a Data Scientist / Machine Learning Engineer in 2022: https://youtu.be/lHKlCqx94OY

Roadmap to Become a Data Analyst in 2022: https://youtu.be/024KMhTKlVs


Here's my favourite resources:

Best Courses for Analytics:
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+ IBM Data Science (Python): https://bit.ly/3Rn00ZA
+ Google Analytics (R): https://bit.ly/3cPikLQ
+ SQL Basics: https://bit.ly/3Bd9nFu


Best Courses for Programming:
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+ Data Science in R: https://bit.ly/3RhvfFp
+ Python for Everybody: https://bit.ly/3ARQ1Ei
+ Data Structures & Algorithms: https://bit.ly/3CYR6wR


Best Courses for Machine Learning:
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+ Math Prerequisites: https://bit.ly/3ASUtTi
+ Machine Learning: https://bit.ly/3d1QATT
+ Deep Learning: https://bit.ly/3KPfint
+ ML Ops: https://bit.ly/3AWRrxE


Best Courses for Statistics:
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+ Introduction to Statistics: https://bit.ly/3QkEgvM
+ Statistics with Python: https://bit.ly/3BfwejF
+ Statistics with R: https://bit.ly/3QkicBJ


Best Courses for Big Data:
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+ Google Cloud Data Engineering: https://bit.ly/3RjHJw6
+ AWS Data Science: https://bit.ly/3TKnoBS
+ Big Data Specialization: https://bit.ly/3ANqSut


More Courses:
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+ Tableau: https://bit.ly/3q966AN
+ Excel: https://bit.ly/3RBxind

+ Computer Vision: https://bit.ly/3esxVS5
+ Natural Language Processing: https://bit.ly/3edXAgW

+ IBM Dev Ops: https://bit.ly/3RlVKt2
+ IBM Full Stack Cloud: https://bit.ly/3x0pOm6
+ Object Oriented Programming (Java): https://bit.ly/3Bfjn0K

+ TensorFlow Advanced Techniques: https://bit.ly/3BePQV2
+ TensorFlow Data and Deployment: https://bit.ly/3BbC5Xb
+ Generative Adversarial Networks / GANs (PyTorch): https://bit.ly/3RHQiRj


Become a Member of the Channel! https://bit.ly/3oOMrVH
Follow me on LinkedIn! https://www.linkedin.com/in/greghogg/


Full Disclosure:
Please note that I may earn a commission for purchases made at the above sites! I strongly believe in the material provided; I only recommend what I truly think is great. If you do choose to make purchases through these links; thank you for supporting the channel, it helps me make more free content like this!

Тэги:

#Machine_Learning #Data_Science #Python #Deep_Learning #ML #DL #Py #Jupyter #Colab #Tutorial #Step_by_Step #TensorFlow #Spark #PySpark #Big_Data #Data #Neural_Networks #Data_Scientist #Sklearn #Scikit-Learn #Keras #NumPy #Pandas

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