That's a wrap! Everyday, I share insights & tutorials around Data Science & Machine Learning. Find me → @akshay_pachaar Like/RT the tweet below to support my work!
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Practice Makes Perfect: Kaggle for Data Scientists and ML Enthusiasts
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Practice makes you Perfect! Kaggle is a game-changer for data scientists and machine learning enthusiasts. With a vast collection of datasets, resources & a supportive community, it's the perfect platform to hone your skills Get Started http://
kaggle.com -
Essential Machine Learning and Deep Learning Books for Beginners
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Some good books for those how like to read. Intro to Statistical Learning. Approaching almost any ml problem by @abhi1thakur Deep Learning: @goodfellow_ian Deep Learning with Keras: @fchollet NLP with transformers by @_lewtun MLOps by @chipro My Stack
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Statistics: Essential Tool for ML Practitioners with Khan Academy
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If you are a ML practitioner, knowing Statistics can be a great tool in your arsenal. Sal Khan lectures from @khanacademy are pure gold Check this out https://
khanacademy.org/math/statistic
s-probability
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Mathematics Course by Imperial College London for Learning Journey
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You start with this journey and at any point of time, you feel like Maths is holding you back. This course by Imperial college London should help. Check this out
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Advanced Path to Production-Grade Machine Learning Systems
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Now if you are already good at things mentioned above. And willing to dive into e2e ml, MLOps and build production grade machine learning systems. Here is something for you
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Deep Learning for Coders: Hands-On Experience and Best Practices
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For those who already have a fair knowledge of machine learning concepts. And looking for some hand on experience in modeling, best practices for training, evaluating your models. Go for @jeremyphoward 's Deep learning for coders! Check this out http://
fast.ai -
NLP Specialization Coursera: Comprehensive Natural Language Processing Curriculum
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NLP Specialization Coursera A comprehensive curriculum for those interested in Natural Language processing. Check this out
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Starting Deep Learning: Andrew Ng’s Specialization Recommendation
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Now, you are someone who has some experience with ml and want to start with deep learning. Again @AndrewYNg 's Deep learning specialisation is the best starting point. Check this out https://
coursera.org/specialization
s/deep-learning?utm_campaign=headband-DLAIWebsite-mls-launch-2022&utm_medium=institutions&utm_source=deeplearning-ai
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Andrew Ng’s Machine Learning Specialisation for Programmers
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If you are already into programming and want to start with machine learning. @AndrewYNg 's Machine learning specialisation has been tested by time and taken by millions. Check this out https://
coursera.org/specialization
s/machine-learning-introduction?utm_campaign=headband-DLAIWebsite-mls-launch-2022&utm_medium=institutions&utm_source=deeplearning-ai
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