#beginner #datascience #machinelearning #books
@kdnuggets @datasciencechats
https://www.theinsaneapp.com/2021/09/best-github-repository-for-machine-learning.html
@kdnuggets @datasciencechats
https://www.theinsaneapp.com/2021/09/best-github-repository-for-machine-learning.html
Insane - TheInsaneApp.com
100+ Best GitHub Repositories For Machine Learning
You'll get 100+ Best GitHub Repositories and Open Source Machine Learning Projects that contains 1000+ Expert's Recommended Free Resources.
#machinelearning #datascience #deployment
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2021/12/deployment-machine-learning-algorithm-live-production-environment.html
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2021/12/deployment-machine-learning-algorithm-live-production-environment.html
KDnuggets
A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment
How to use scikit-learn, pickle, Flask, Microsoft Azure and ipywidgets to fully deploy a Python machine learning algorithm into a live, production environment.
Real time machine-learning challenges and solutions
#machinelearning #datascience
@kdnuggets @datasciencechats
https://huyenchip.com/2022/01/02/real-time-machine-learning-challenges-and-solutions.html
#machinelearning #datascience
@kdnuggets @datasciencechats
https://huyenchip.com/2022/01/02/real-time-machine-learning-challenges-and-solutions.html
#healthcare #AI #machinelearning
https://news.mit.edu/2022/deploying-machine-learning-improve-mental-health-rosalind-picard-0126
https://news.mit.edu/2022/deploying-machine-learning-improve-mental-health-rosalind-picard-0126
MIT News
Deploying machine learning to improve mental health
MIT Professor Rosalind Picard and MGH clinical psychologist Paola Pedrelli are using machine learning and wearable sensors to detect major depressive disorder symptoms in patients.
@kdnuggets @datasciencechats
#machinelearning #heroku #streamlit #dagshub
https://www.kdnuggets.com/2022/02/deploying-streamlit-webapp-heroku-dagshub.html
#machinelearning #heroku #streamlit #dagshub
https://www.kdnuggets.com/2022/02/deploying-streamlit-webapp-heroku-dagshub.html
KDnuggets
Deploying a Streamlit WebApp to Heroku using DAGsHub
Transform your machine learning models into a web app and share them with your friends and colleagues.
#machinelearning
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2019/12/ultimate-guide-model-retraining.html
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2019/12/ultimate-guide-model-retraining.html
KDnuggets
The Ultimate Guide to Model Retraining
Once you have deployed your machine learning model into production, differences in real-world data will result in model drift. So, retraining and redeploying will likely be required. In other words, deployment should be treated as a continuous process. Thisβ¦
Free Maths For Machine Learning Course Overview:
Part 01: Linear Algebra and Mathematical Foundation
Part 02: Analytic Geometry
Part 03: Matrix Decomposition
Part 04: Vector Calculus
Part 05: Statistics
Part 06: Empirical Risk Minimization Theory
@coursenuggets @kdnuggets @datasciencechats
#beginners #math #machinelearning
https://www.youtube.com/playlist?list=PLaU7MWI8yG9Uxszchxz-M0u-765vnu6g9
Part 01: Linear Algebra and Mathematical Foundation
Part 02: Analytic Geometry
Part 03: Matrix Decomposition
Part 04: Vector Calculus
Part 05: Statistics
Part 06: Empirical Risk Minimization Theory
@coursenuggets @kdnuggets @datasciencechats
#beginners #math #machinelearning
https://www.youtube.com/playlist?list=PLaU7MWI8yG9Uxszchxz-M0u-765vnu6g9
Forwarded from AI, Data Science, Machine Learning & IOT
Top highly ranked Courses for Data Science & Machine Learning beginners and advanced.
UDEMYπ
https://nuggetsnetwork.com/blog/Top-Udemy-DataScience-Courses.html
COURSERAπ
https://nuggetsnetwork.com/blog/Top-Coursera-DataScience-Courses.html
#machinelearning #datascience #beginner #courses #training
@nuggetsnetwork @kdnuggets @datasciencechats
UDEMYπ
https://nuggetsnetwork.com/blog/Top-Udemy-DataScience-Courses.html
COURSERAπ
https://nuggetsnetwork.com/blog/Top-Coursera-DataScience-Courses.html
#machinelearning #datascience #beginner #courses #training
@nuggetsnetwork @kdnuggets @datasciencechats
Forwarded from Best Offers - Courses, Books etc
Some of the best and most recent machine learning courses available on YouTube.
@coursenuggets @kdnuggets @datasciencechats
#freecourse #machinelearning #youtube
https://github.com/dair-ai/ML-YouTube-Courses
@coursenuggets @kdnuggets @datasciencechats
#freecourse #machinelearning #youtube
https://github.com/dair-ai/ML-YouTube-Courses
Best-of Machine Learning with Python - A ranked list of awesome machine learning Python libraries.
https://github.com/ml-tooling/best-of-ml-python
#python #projects #machinelearning
@kdnuggets @datasciencechats
https://github.com/ml-tooling/best-of-ml-python
#python #projects #machinelearning
@kdnuggets @datasciencechats
π― Awesome-public-dataset is there to help. In a GitHub repository, you can find a curated list of datasets divided by area. A great resource to make some exercise and to test new models
#datasets #machinelearning
@kdnuggets @datasciencechats
https://github.com/awesomedata/awesome-public-datasets
#datasets #machinelearning
@kdnuggets @datasciencechats
https://github.com/awesomedata/awesome-public-datasets
Important machine learning concepts through visual essays in a fun, informative, and accessible manner by Amazon
#machinelearning #beginners
@kdnuggets @datasciencechats
https://mlu-explain.github.io/
#machinelearning #beginners
@kdnuggets @datasciencechats
https://mlu-explain.github.io/
This is an awesome Free AutoML Book.
Get it by joining our Linkedin group where it is posted.
#automl #machinelearning #book
@kdnuggets @datasciencechats
https://bit.ly/3ME78gN
Get it by joining our Linkedin group where it is posted.
#automl #machinelearning #book
@kdnuggets @datasciencechats
https://bit.ly/3ME78gN
Forwarded from Best Offers - Courses, Books etc
Stanford course CS330 Deep Multi-task and Meta Learning lectures are now available for free on YouTube
Material
http://cs330.stanford.edu/fall2021/
@coursenuggets @kdnuggets @datasciencechats
#stanford #deeplearning #machinelearning #artificialintelligence
https://www.youtube.com/playlist?list=PLoROMvodv4rMIJ-TvblAIkw28Wxi27B36
Material
http://cs330.stanford.edu/fall2021/
@coursenuggets @kdnuggets @datasciencechats
#stanford #deeplearning #machinelearning #artificialintelligence
https://www.youtube.com/playlist?list=PLoROMvodv4rMIJ-TvblAIkw28Wxi27B36
cs330.stanford.edu
CS 330 Deep Multi-Task and Meta Learning
https://www.quantamagazine.org/researchers-discover-a-more-flexible-approach-to-machine-learning-20230207/
#machinelearning
@kdnuggets @datasciencechats
#machinelearning
@kdnuggets @datasciencechats
Quanta Magazine
Researchers Discover a More Flexible Approach to Machine Learning
βLiquidβ neural nets, based on a wormβs nervous system, can transform their underlying algorithms on the fly, giving them unprecedented speed and adaptability.
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MediSearch gives direct answers to medical questions based on trust worthy sources using llms
https://medisearch.io
#llm #machinelearning
@kdnuggets @datasciencechats
https://medisearch.io
#llm #machinelearning
@kdnuggets @datasciencechats
Forwarded from Best Offers - Courses, Books etc
π Popular YouTube Channels to Learn AI & ML π€π
Whether youβre a beginner or going deep into research, these channels are gold for AI/ML learning π
1οΈβ£ Andrej Karpathy β Learn deep learning straight from a legend
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2οΈβ£ Sebastian Raschka β Clear explanations on ML, PyTorch & research
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3οΈβ£ sentdex β Hands-on Python, ML & practical coding
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4οΈβ£ StatQuest with Josh Starmer β ML & stats made ridiculously simple
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5οΈβ£ Jeremy Howard β Practical deep learning & fast. ai insights
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6οΈβ£ Krish Naik β End-to-end AI, ML & career-focused content
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8οΈβ£ 3Blue1Brown β Math intuition behind ML like never before
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9οΈβ£ MIT OpenCourseWare β World-class AI & ML courses for free
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π Stanford Online β Learn AI from the pioneers shaping the field
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Our other channels @kdnuggets @datasciencechats
π‘ Save this post, pick one channel, and start today. Consistency > everything.
#AI #MachineLearning #DeepLearning #DataScience #LearningResources
Whether youβre a beginner or going deep into research, these channels are gold for AI/ML learning π
1οΈβ£ Andrej Karpathy β Learn deep learning straight from a legend
π Watch here
2οΈβ£ Sebastian Raschka β Clear explanations on ML, PyTorch & research
π Watch here
3οΈβ£ sentdex β Hands-on Python, ML & practical coding
π Watch here
4οΈβ£ StatQuest with Josh Starmer β ML & stats made ridiculously simple
π Watch here
5οΈβ£ Jeremy Howard β Practical deep learning & fast. ai insights
π Watch here
6οΈβ£ Krish Naik β End-to-end AI, ML & career-focused content
π Watch here
7οΈβ£ CampusX β Structured data science & ML learning paths
π Watch here
8οΈβ£ 3Blue1Brown β Math intuition behind ML like never before
π Watch here
9οΈβ£ MIT OpenCourseWare β World-class AI & ML courses for free
π Watch here
π Stanford Online β Learn AI from the pioneers shaping the field
π Watch here
Follow @coursenuggets for more.
Our other channels @kdnuggets @datasciencechats
π‘ Save this post, pick one channel, and start today. Consistency > everything.
#AI #MachineLearning #DeepLearning #DataScience #LearningResources