https://www.twilio.com/blog/2018/06/data-science-linear-algebra-python-scipy-numpy.html
#linearalgebra #python
@kdnuggets @datasciencechats
#linearalgebra #python
@kdnuggets @datasciencechats
Twilio
Data Science and Linear Algebra Fundamentals with Python, SciPy, & NumPy
Learn to perform data science and linear algebra fundamentals using Python, Scipy, & NumPy.
Forwarded from Fazal
First thing if you are a beginner and have decided you want to learn Data Science then know that it is a journey (6 months - 1 year at least) and not a 1 month thing where u do some courses and you are a data scientist. There are different fields in Data Science that you have to first get familiar and strong in basics as well as do hands-on to get the abilities that are required to function in a full time job opportunity. Then further delve into advanced implementations.
There are plenty of roadmaps and online content both paid and free that you can follow. In a nutshell. A few essential things that will be necessary and in no particular order that will at least get your data science journey started are below:
Basic Statistics, Linear Algebra, calculus, probability
Programming language (R or Python) - Preferably Python if you rather want to later on move into a developer role instead of sticking to data science.
Machine Learning - All of the above will be used here to implement machine learning concepts.
Data Visualisation - again it could be simple excel or via r/python libraries or tools like Tableau,PowerBI etc.
This can be overwhelming but again its just an indication of what lies ahead. So most important thing is to just START instead of just contemplating the best way to go about this. Since lot of things can be learnt independently as well in no particular order.
You can use the below Sources to prepare your own roadmap:
@coursenuggets - some free courses from here
@kdnuggets - check & search in this channel with #beginner
Python - https://bit.ly/38vaKjc
Kaggle - https://www.kaggle.com/learn
Udemy - https://bit.ly/3wmpvjH
Coursera - https://bit.ly/3o1R7ab
There are plenty of roadmaps and online content both paid and free that you can follow. In a nutshell. A few essential things that will be necessary and in no particular order that will at least get your data science journey started are below:
Basic Statistics, Linear Algebra, calculus, probability
Programming language (R or Python) - Preferably Python if you rather want to later on move into a developer role instead of sticking to data science.
Machine Learning - All of the above will be used here to implement machine learning concepts.
Data Visualisation - again it could be simple excel or via r/python libraries or tools like Tableau,PowerBI etc.
This can be overwhelming but again its just an indication of what lies ahead. So most important thing is to just START instead of just contemplating the best way to go about this. Since lot of things can be learnt independently as well in no particular order.
You can use the below Sources to prepare your own roadmap:
@coursenuggets - some free courses from here
@kdnuggets - check & search in this channel with #beginner
Python - https://bit.ly/38vaKjc
Kaggle - https://www.kaggle.com/learn
Udemy - https://bit.ly/3wmpvjH
Coursera - https://bit.ly/3o1R7ab
Udemy
100 Days of Code: The Complete Python Pro Bootcamp
Master Python by building 100 projects in 100 days. Learn data science, automation, build websites, games and apps!
https://ai.facebook.com/blog/segment-anything-foundation-model-image-segmentation/
#ai #imagesegmentation
@kdnuggets @datasciencechats
#ai #imagesegmentation
@kdnuggets @datasciencechats
Meta
Introducing Segment Anything: Working toward the first foundation model for image segmentation
We're releasing the Segment Anything Model (SAM) β a step toward the first foundation model for image segmentation β and the SA-1B dataset.
Forwarded from Best Offers - Courses, Books etc
A Free course designed for people with some coding experience, who want to learn how to apply deep learning and machine learning to practical problems.
#deeplearning
Join ππ»@coursenuggets for more
Our other channels @datasciencechats @kdnuggets
https://course.fast.ai/
#deeplearning
Join ππ»@coursenuggets for more
Our other channels @datasciencechats @kdnuggets
https://course.fast.ai/
Join our LinkedIn group to access. Open for all for limited period.
#datascience #path
@kdnuggets @datasciencechats
https://www.linkedin.com/groups/13661437
#datascience #path
@kdnuggets @datasciencechats
https://www.linkedin.com/groups/13661437
Forwarded from Best Offers - Courses, Books etc
1 hour mini course for Chatgpt with Python
Exclusively Free for limited period
@kdnuggets @datasciencechats
https://www.udemy.com/course/chatgpt-api-python-masterclass-with-google-apps-integration/?couponCode=NEWDAY
Exclusively Free for limited period
@kdnuggets @datasciencechats
https://www.udemy.com/course/chatgpt-api-python-masterclass-with-google-apps-integration/?couponCode=NEWDAY
Udemy
ChatGPT API Python Masterclass with Google Apps Integration
Unlocking the Power of ChatGPT API: A Comprehensive Guide with Google AppScript Integration
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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
Language translation + speech recognition + speech synthesis in a single model: speech-to-speech, text-to-text, speech-to-text and text-to-speech.
Works for 100 languages.
Code available under CC-BY-NC license.
From Meta - Fundamental AI Research.
#meta #speech #language #text
Blog post: https://bit.ly/45z0e6s
Details β‘οΈ https://bit.ly/47In6m0
Demo β‘οΈ https://bit.ly/45jjYLz
Code β‘οΈ https://bit.ly/3KRne8W
@kdnuggets @datasciencechats
Works for 100 languages.
Code available under CC-BY-NC license.
From Meta - Fundamental AI Research.
#meta #speech #language #text
Blog post: https://bit.ly/45z0e6s
Details β‘οΈ https://bit.ly/47In6m0
Demo β‘οΈ https://bit.ly/45jjYLz
Code β‘οΈ https://bit.ly/3KRne8W
@kdnuggets @datasciencechats
Meta AI
Seamless Communication - Meta AI
SeamlessM4T is a foundational speech/text translation and transcription model that overcomes the limitations of previous systems with state-of-the-art results.
Forwarded from Best Offers - Courses, Books etc
Stanford online has released the course videos on "Natural Language Understanding" by Professor Christopher Potts.
The course covers topics including
β¦Ώ Intro & evolution of NLU
β¦Ώ Contextual word representations
β¦Ώ Information retrieval
β¦Ώ In-context learning
β¦Ώ Behavioural evolution of NLU models
β¦Ώ Analysis methods for NLU
β¦Ώ NLP methods and metrics
β¦Ώ Presenting your research
β¦Ώ Language models and how to build them
@datasciencechats @kdnuggets
#stanford #nlp
Credit: Linkedin Sudalai Rajkumar
https://www.youtube.com/playlist?list=PLoROMvodv4rOwvldxftJTmoR3kRcWkJBp
The course covers topics including
β¦Ώ Intro & evolution of NLU
β¦Ώ Contextual word representations
β¦Ώ Information retrieval
β¦Ώ In-context learning
β¦Ώ Behavioural evolution of NLU models
β¦Ώ Analysis methods for NLU
β¦Ώ NLP methods and metrics
β¦Ώ Presenting your research
β¦Ώ Language models and how to build them
@datasciencechats @kdnuggets
#stanford #nlp
Credit: Linkedin Sudalai Rajkumar
https://www.youtube.com/playlist?list=PLoROMvodv4rOwvldxftJTmoR3kRcWkJBp
Virtual Medicine has created the most advanced, multi-award winning medical anatomy platform crossing Virtual Reality (VR), Mixed Reality (MR), and Augmented Reality (AR) for medical education.
@kdnuggets @datasciencechats
#VR #AR
https://www.instagram.com/reel/CwUbqbZqTuI/?igshid=MzRlODBiNWFlZA==
Join our instagram channel for more:
https://www.instagram.com/Data Science Machine Learning AI & IOT/com.kdnuggets/
@kdnuggets @datasciencechats
#VR #AR
https://www.instagram.com/reel/CwUbqbZqTuI/?igshid=MzRlODBiNWFlZA==
Join our instagram channel for more:
https://www.instagram.com/Data Science Machine Learning AI & IOT/com.kdnuggets/
Python in Excel β making it possible to integrate Python and Excel analytics within the same Excel grid for uninterrupted workflow.
@kdnuggets @datasciencechats
#python #excel
Blog:
https://techcommunity.microsoft.com/t5/microsoft-365-blog/introducing-python-in-excel-the-best-of-both-worlds-for-data/ba-p/3905482
Video:
https://www.youtube.com/watch?v=H4XbvL8Mglc
@kdnuggets @datasciencechats
#python #excel
Blog:
https://techcommunity.microsoft.com/t5/microsoft-365-blog/introducing-python-in-excel-the-best-of-both-worlds-for-data/ba-p/3905482
Video:
https://www.youtube.com/watch?v=H4XbvL8Mglc
TECHCOMMUNITY.MICROSOFT.COM
Introducing Python in Excel: The Best of Both Worlds for Data Analysis and Visualization
Today, we are excited to introduce the Public Preview of Python in Excel β making it possible to integrate Python and Excel analytics within the..
Data Science, Machine Learning, AI & IOT pinned Deleted message
https://blog.google/technology/ai/google-gemini-ai/amp/
#artificialintelligence #gemini
@kdnuggets @datasciencechats
#artificialintelligence #gemini
@kdnuggets @datasciencechats
Google
Introducing Gemini: our largest and most capable AI model
Gemini is our most capable and general model, built to be multimodal and optimized for three different sizes: Ultra, Pro and Nano.
Forwarded from Best Offers - Courses, Books etc
500 AI Machine Learning Projects list with code
@coursenuggets @kdnuggets @datasciencechats
#github #projects
https://github.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
@coursenuggets @kdnuggets @datasciencechats
#github #projects
https://github.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
Forwarded from Best Offers - Courses, Books etc
Curated list of Artificial Intelligence courses, books π,video lectures and papers π
https://github.com/owainlewis/awesome-artificial-intelligence
@coursenuggets @kdnuggets @datasciencenuggets
#courses #ai
https://github.com/owainlewis/awesome-artificial-intelligence
@coursenuggets @kdnuggets @datasciencenuggets
#courses #ai
Marketing strategy and AI-Free Webinar from Google
In this session you will learn:
How is AI changing the marketing landscape and what are the opportunities for marketers
AI-powered marketing tools you can try
Supercharging your digital marketing strategy
https://bit.ly/googleaimarketing
#ai #freecourse #marketing
@kdnuggets @datasciencechats @coursenuggets
In this session you will learn:
How is AI changing the marketing landscape and what are the opportunities for marketers
AI-powered marketing tools you can try
Supercharging your digital marketing strategy
https://bit.ly/googleaimarketing
#ai #freecourse #marketing
@kdnuggets @datasciencechats @coursenuggets
https://www.kdnuggets.com/collection-of-free-courses-to-learn-data-science-data-engineering-machine-learning-mlops-and-llmops
#freecourses
@kdnuggets @datasciencechats
#freecourses
@kdnuggets @datasciencechats
KDnuggets
Collection of Free Courses to Learn Data Science, Data Engineering, Machine Learning, MLOps, and LLMOps
Begin your data professional journey from the basics of statistics to building a production-grade AI application.