ML vs DL

I often get asked- what's the BEST Certification for #datascience or #machinelearning?

👉My answer is: none

The reality is that certification don't matter for data science.

This is not commerce. we are not using the same techniques over and over again to solve well-defined problems.

The problems are challenging, the data is messy and numerous techniques are used.

So if you've wondering which certification you should get, Save yourself,some mental energy and stop thinking about it- they are not really matter.

👉 Instead, grab a dataset and start playing with it.

👉 Start applying what you know and trying to solve interesting problems, learn something new every day.

👉 Here are few places to grab datasets to get you started



Google: https://toolbox.google.com/datasetsearch
Kaggle: https://www.kaggle.com/datasets
US Government Dataset: www.data.gov
Quandl: https://www.quandl.com/
UCI
ML repo: http://mlr.cs.umass.edu/ml/datasets.html
World Bank🏦: https://data.worldbank.org/

Question received in chat room!!!
if anyone knows please help him out in chat!!!

Anybody knows the geometrical intuition of train/test differences of times based splitting and random splitting..?

Buffalo University Comprehensive Lecture Slides for Machine Learning and Deep Learning

By Professor Sargur Srihari

Machine Learning:
https://cedar.buffalo.edu/~srihari/CSE574/

Deep Learning:
https://cedar.buffalo.edu/~srihari/CSE676/index.html

Probabilistic Graphical Models:
https://cedar.buffalo.edu/~srihari/CSE674/

Data Mining:
https://cedar.buffalo.edu/~srihari/CSE626/index.html

FREE course on NLP and Machine Learning with Python
https://www.udemy.com/course/machine-learning-with-python-and-nlp/?couponCode=MACHINE_LEARNING01

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This motorcycle can transform into a hovebike.

33 Free Resources To Help You Learn JavaScript Fundamentals

👉@DeepLearning_AI👈

https://www.freecodecamp.org/news/30-free-resources-for-learning-javascript-fundamentals/

👉 @DeepLearning_AI 👈

paper: https://arxiv.org/abs/1912.05070

source code: https://github.com/wangsr126/RDSNet

join 👉 @DeepLearning_AI 👈

Paper: https://arxiv.org/abs/1912.05656

source code: https://github.com/mkocabas/VIBE

Merry Christmas 🎄 ❤️

http://www.nltk.org/book_1ed/

Natural Language Processing With Python.