Focus on These TOP 7 Data Science SKILLS in 2021 

Started on your data science journey but a little stuck?
Not too sure what to you should be learning next?
I hear you!
In this video I'll share what are my 7 key data science skills to master for the upcoming year. These are all the things I'm going to be focusing on myself in order to stay abreast of upcoming innovation in the machine learning, deep learning and data science space!
Left any off the list? Let me know what you think should be added!
Start: 0:00
Resources Mentioned (in order of mention)
Transformers: 0:15
Transformers Basics with Tensorflow - www.tensorflow.org/tutorials/...
Advanced Natural Language Processing: 1:27
Natural Language Processing Playlist - • AI Text to Speech in 1...
Tensorflow NLP Tutorial - www.tensorflow.org/tutorials/...
GANs: 2:29
Tensorflow GAN Tutorial - www.tensorflow.org/tutorials/...
Reinforcement Learning: 3:35
Space Invaders Reinforcement Learning Tutorial - • Deep Reinforcement Lea...
Keras-RL Documentation - keras-rl.readthedocs.io/en/la...
Tensorforce Documentation - tensorforce.readthedocs.io/en...
Reinforcement Learning Playlist - • Deep Reinforcement Lea...
Full Stack Machine Learning: 5:00
Full Stack ML Playlist - • Exploratory Data Analy...
OpenAI Gym - gym.openai.com/envs/#classic_...
Machine Learning Model Explainability: 6:09
AI Fairness 360 - aif360.mybluemix.net/
Tensorflow CNN Activation Maps - jacobgil.github.io/deeplearni...
Reproducing Research: 7:12
Papers with Code - paperswithcode.com/
Oh, and don't forget to connect with me!
LinkedIn: / nicholasrenotte
Facebook: / nickrenotte
GitHub: github.com/nicknochnack
Happy coding!
Nick
P.s. Let me know how you go and drop a comment if you need a hand!

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