Here is a list of what I believe are the 10 Practical Steps for #DataScience:
1. Programming
a. Python - https://lnkd.in/gGQ7cuv
b. R - https://lnkd.in/giMGbph
c. SQL - https://lnkd.in/gM8nMNP
d. Command Line - https://lnkd.in/e3EQuis
2. Stats/Prob/Math
a. Coursera's Statistics w/ R - https://lnkd.in/gGT9NEf
b. edX's Probability - https://lnkd.in/gpUyC3P
c. Khan Academy Linear Algebra - https://lnkd.in/gMshbX4
3. Data Viz
a. Python Matplotlib- https://lnkd.in/gr3ifNt
b. R ggplot2 - https://lnkd.in/eThJXNr
4. Data Manipulation
a. Python Pandas - https://lnkd.in/g9kfpX4
b. R dplyr - https://lnkd.in/gAWusih
5. #MachineLearning
a. Google Crash Course - https://lnkd.in/gSgkVcT
b. Stanford Coursera - https://lnkd.in/g8ZG557
c. ISLR Book - https://lnkd.in/gk8GPZC
6. Experimental Design
a. Udacity A/B Testing - https://lnkd.in/gCerh4f
7. Business Sense
a. Metrics - https://lnkd.in/gZAG7bS
8. Communication
a. Storytelling - https://lnkd.in/gwjxVUu
9. Profile Building
a. GitHub - https://lnkd.in/g4r9naJ
b. LinkedIn - https://lnkd.in/g-KHHEC
c. Kaggle - https://lnkd.in/gBC77Hu
d. DS Resume - https://lnkd.in/gU8WVAF
🏅 10. Job Search
a. Daily Expert Tips & Advice - https://lnkd.in/g8z-xXD
---
Hope this helps! 👍
Updated on my site - http://www.claoudml.co/
با تشکر از
Hossein narghani
کانال
https://t.me/Machinelearning_Kartal/1416
1. Programming
a. Python - https://lnkd.in/gGQ7cuv
b. R - https://lnkd.in/giMGbph
c. SQL - https://lnkd.in/gM8nMNP
d. Command Line - https://lnkd.in/e3EQuis
2. Stats/Prob/Math
a. Coursera's Statistics w/ R - https://lnkd.in/gGT9NEf
b. edX's Probability - https://lnkd.in/gpUyC3P
c. Khan Academy Linear Algebra - https://lnkd.in/gMshbX4
3. Data Viz
a. Python Matplotlib- https://lnkd.in/gr3ifNt
b. R ggplot2 - https://lnkd.in/eThJXNr
4. Data Manipulation
a. Python Pandas - https://lnkd.in/g9kfpX4
b. R dplyr - https://lnkd.in/gAWusih
5. #MachineLearning
a. Google Crash Course - https://lnkd.in/gSgkVcT
b. Stanford Coursera - https://lnkd.in/g8ZG557
c. ISLR Book - https://lnkd.in/gk8GPZC
6. Experimental Design
a. Udacity A/B Testing - https://lnkd.in/gCerh4f
7. Business Sense
a. Metrics - https://lnkd.in/gZAG7bS
8. Communication
a. Storytelling - https://lnkd.in/gwjxVUu
9. Profile Building
a. GitHub - https://lnkd.in/g4r9naJ
b. LinkedIn - https://lnkd.in/g-KHHEC
c. Kaggle - https://lnkd.in/gBC77Hu
d. DS Resume - https://lnkd.in/gU8WVAF
🏅 10. Job Search
a. Daily Expert Tips & Advice - https://lnkd.in/g8z-xXD
---
Hope this helps! 👍
Updated on my site - http://www.claoudml.co/
با تشکر از
Hossein narghani
کانال
https://t.me/Machinelearning_Kartal/1416
lnkd.in
LinkedIn
This link will take you to a page that’s not on LinkedIn
مرسی گوگل که آرزومو براورد کردی. دیگه نابینایان عزیز هم می تونند دنیا رو حس کنند.
When I became 22-year old I start thinking of a #machine to help blind people I couldn't achieve. But it was always a dream for me to do it.Thanks,
@Google
for making my wishes true.
Google AI to create a set of AI-powered spectacles that help blind and visually-impaired people to see. The glasses extract visual information about images of people, belongings, and public transport, and then speak about them out loud. Let’s have a brief discussion on this technique. Reference :
https://www.i2tutorials.com/googles-artificial-intelligence-powered-smart-glasses-help-the-blind-to-see/?fbclid=IwAR3nsRIyxQiVj6tFWARk9qzt_opii-PiDC5t6A7J05uLWTLU8nB9zIcTNtI
#python #machinelearning #artificialintelligence #datascience #computervision #googleAI
#AIpoweredspectacles #blind #impairedpeople #software #opticalcharacterrecognition
کانال:
https://t.me/Machinelearning_Kartal
When I became 22-year old I start thinking of a #machine to help blind people I couldn't achieve. But it was always a dream for me to do it.Thanks,
for making my wishes true.
Google AI to create a set of AI-powered spectacles that help blind and visually-impaired people to see. The glasses extract visual information about images of people, belongings, and public transport, and then speak about them out loud. Let’s have a brief discussion on this technique. Reference :
https://www.i2tutorials.com/googles-artificial-intelligence-powered-smart-glasses-help-the-blind-to-see/?fbclid=IwAR3nsRIyxQiVj6tFWARk9qzt_opii-PiDC5t6A7J05uLWTLU8nB9zIcTNtI
#python #machinelearning #artificialintelligence #datascience #computervision #googleAI
#AIpoweredspectacles #blind #impairedpeople #software #opticalcharacterrecognition
کانال:
https://t.me/Machinelearning_Kartal
i2tutorials
Google’s Artificial Intelligence powered smart glasses help the blind to see | i2tutorials
One of the important organs in our body is eyes. If we are blind, we cannot see and feel the beautiful creature of god. For few people is not possible to see even after a surgery, but Google AI created smart glasses help the blind to see.
Scientist Geoffrey Hinton has a new paper on how to represent part-whole hierarchies in neural networks. it should significantly improve the interpretability of the representations. https://arxiv.org/pdf/2102.12627.pdf
#MachineLearning #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #biometrics #facerecognition #iris_recognition #IoT #IIoT #Industry40 #SmartFactory #IntelligentAutomation #SmartHome #SmartCities #Automation #5G #AR #VR #EdgeComputing #ML #RPA #WomenInTech #100DaysOfCode #Flutter #technology
کانال:
https://t.me/Machinelearning_Kartal
#MachineLearning #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #biometrics #facerecognition #iris_recognition #IoT #IIoT #Industry40 #SmartFactory #IntelligentAutomation #SmartHome #SmartCities #Automation #5G #AR #VR #EdgeComputing #ML #RPA #WomenInTech #100DaysOfCode #Flutter #technology
کانال:
https://t.me/Machinelearning_Kartal
Telegram
Machine learning application (Kartal)
1- Participate in cutting edge research in machine learning applications.
2- Apply your expertise in biometrics, Natural Language Processing, computer vision and real-time data mining solutions.
Admin: @Kartal_ai (https://t.me/Kartal_ai )
2- Apply your expertise in biometrics, Natural Language Processing, computer vision and real-time data mining solutions.
Admin: @Kartal_ai (https://t.me/Kartal_ai )
Great talk, I have listened twice. Happy birthday to you dear scientist Andrew Ng @andrewyng .
I completely agree with your comment. Most fields have been suffered because of fewer data. According to my little experience, It is hard to collect data for biometric recognition systems and for the structure of individual molecules. For sure there is a bunch of these applications which are not easy to collect more data. However, I would like to mention algorithm developments in terms of interpretability machine learning. We have great neural networks but we still cannot trust the existing methods in high-risk applications.
Again thank you scientist Andrew Ng. It is a great pleasure to watch your updates about AI.
Best Regards
Jalil Nourmohammadi Khiarak
#machinelearning #ai #datascience #deeplearning #deeplearning #artificialintelligence #neuralnetworks #neuralnetworks #data #bigdata #ml #thankyou #analytics #dataanalytics #algorithms #experience #biometrics #facerecognition #medicalimaging
https://www.youtube.com/watch?v=06-AZXmwHjo
کانال:
https://t.me/Machinelearning_Kartal
I completely agree with your comment. Most fields have been suffered because of fewer data. According to my little experience, It is hard to collect data for biometric recognition systems and for the structure of individual molecules. For sure there is a bunch of these applications which are not easy to collect more data. However, I would like to mention algorithm developments in terms of interpretability machine learning. We have great neural networks but we still cannot trust the existing methods in high-risk applications.
Again thank you scientist Andrew Ng. It is a great pleasure to watch your updates about AI.
Best Regards
Jalil Nourmohammadi Khiarak
#machinelearning #ai #datascience #deeplearning #deeplearning #artificialintelligence #neuralnetworks #neuralnetworks #data #bigdata #ml #thankyou #analytics #dataanalytics #algorithms #experience #biometrics #facerecognition #medicalimaging
https://www.youtube.com/watch?v=06-AZXmwHjo
کانال:
https://t.me/Machinelearning_Kartal
YouTube
A Chat with Andrew on MLOps: From Model-centric to Data-centric AI
In this event, Dr.Andrew Ng shared the skills he sees as fundamental to the next generation of machine learning practitioners, and followed with a Q&A.
Let us know what you think of the presentation by filling out a quick survey at http://bit.ly/30yeWuO…
Let us know what you think of the presentation by filling out a quick survey at http://bit.ly/30yeWuO…
Forwarded from Jalil Nourmohammadi Kartal
I passed first step ☺️ 100 citations. Always happy to collaborate and cooperate with teams. Hope to reach 1000 citations.
#paper
#article
#AI
#DataScience
#MachineLearning
#biometric
https://scholar.google.com/citations?user=_I3xMO8AAAAJ&hl=en
#paper
#article
#AI
#DataScience
#MachineLearning
#biometric
https://scholar.google.com/citations?user=_I3xMO8AAAAJ&hl=en
Forwarded from Jalil KartalOl
@AndrewYNg well said:
If you have a best model which have the best results on test set. Celebrate it 🥳 that's wonderful but be careful it is not always best on your production. So, we always have gap between working model on testset and real world applications.
#DataScience
https://twitter.com/jalilnkh/status/1585740724087259140?t=zr4zKR68MCRgGlAschy8cg&s=19
If you have a best model which have the best results on test set. Celebrate it 🥳 that's wonderful but be careful it is not always best on your production. So, we always have gap between working model on testset and real world applications.
#DataScience
https://twitter.com/jalilnkh/status/1585740724087259140?t=zr4zKR68MCRgGlAschy8cg&s=19
Twitter
@AndrewYNg well said:
If you have a best model which have the best results on test set. Celebrate it 🥳 that's wonderful but be careful it is not always best on your production. So, we always have gap between working model on testset and real world applications.…
If you have a best model which have the best results on test set. Celebrate it 🥳 that's wonderful but be careful it is not always best on your production. So, we always have gap between working model on testset and real world applications.…
Download 554-page PDF >> #Statistics and Data Visualization with #Python at https://pyoflife.com/statistics-and-data-visualization-with-python-pdf/ via
@Parajulisaroj16
———
#DataViz #VisualAnalytics #BigData #DataScience #DataScientists #DataStorytelling #Coding
کانالیمیزی جانلی یایین:
https://t.me/Machinelearning_Kartal
@Parajulisaroj16
———
#DataViz #VisualAnalytics #BigData #DataScience #DataScientists #DataStorytelling #Coding
کانالیمیزی جانلی یایین:
https://t.me/Machinelearning_Kartal
👍1