Minimal implementation of Deep Dream in TensorFlow 2.0

By Josh Gordon: https://lnkd.in/eacj7KD

#art #aiart #deeplearning #tensorflow #technology

✴️ @AI_Python_EN

I try to organize Cheatsheet that I share, here's the list


1. Data Science Implementation Cheatsheet
https://lnkd.in/fMHtxYP

2. Discovery Analytics Cheatsheet
https://lnkd.in/f396Dqg


3. SQL Cheatsheet
https://lnkd.in/fKyki2j

4. Machine Learning Cheatsheet
https://lnkd.in/fezaQme

5. Docker Chetasheet
https://lnkd.in/ffMrZXj

6. Tutorial Biglist
https://lnkd.in/fyFxQsM

7. Git Cheatsheet
https://lnkd.in/fWSHH_x

8. Self Driving Car
https://lnkd.in/fxMNBEh

9. Heathcare
https://lnkd.in/fn-yWSD

10. Data Science Cheatsheet
https://lnkd.in/fJgruHJ

#machinelearning #datascience #technology

✴️ @AI_Python_EN

Reinforcement Learning Applications in Business


Detail by Yuxi Li
https://lnkd.in/fR7uDNN
#reinforcementlearning #technology #ai

✴️ @AI_Python_EN

Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation
Researchers: Yuyin Zhou, Zhe Li, Song Bai, Chong Wang, Xinlei Chen, Mei Han, Elliot Fishman, Alan Yuille
Paper: http://ow.ly/IdmR50qiURd
#technology #artificialinteligence #machineleaning #bigdata #machinelearning #deeplearning

✴️ @AI_Python_EN

LBS Autoencoder: Self-supervised Fitting of Articulated Meshes to Point Clouds

Paper: http://ow.ly/ga4c50rqgsN

#artificialinteligence #machineleaning #bigdata #machinelearning #deeplearning #technology

✴️ @AI_Python_EN

Machine Learning (ML) & Artificial Intelligence (AI): From Black Box to White Box Models in 4 Steps - Resources for Explainable AI & ML Model Interpretability.

✔️STEP 1 - ARTICLES

- (short) KDnuggets article: https://lnkd.in/eRyTXcQ

- (long) O'Reilly article: https://lnkd.in/ehMHYsr

✔️STEP 2 - BOOKS

- Interpretable Machine Learning: A Guide for Making Black Box Models Explainable (free e-book): https://lnkd.in/eUWfa5y

- An Introduction to Machine Learning Interpretability: An Applied Perspective on Fairness, Accountability, Transparency, and Explainable AI (free e-book): https://lnkd.in/dJm595N

✔️STEP 3 - COLLABORATE

- Join Explainable AI (XAI) Group: https://lnkd.in/dQjmhZQ

✔️STEP 4 - PRACTICE

- Hands-On Practice: Open-Source Tools & Tutorials for ML Interpretability (Python/R): https://lnkd.in/d5bXgV7

- Python Jupyter Notebooks: https://lnkd.in/dETegUH

#machinelearning #datascience #analytics #bigdata #statistics #artificialintelligence #ai #datamining #deeplearning #neuralnetworks #interpretability #science #research #technology #business #healthcare

✴️ @AI_Python_EN

Network Science meets Deep Learning

By Vinay Uday Prabhu: https://lnkd.in/e78XRWx

#deeplearning #neuralnetworks #technology

✴️ @AI_Python_EN

Fundamentals of Clinical Data Science (Open-Access Book) - for healthcare & IT professionals: https://lnkd.in/eacNnjz
#
For more interesting & helpful content on healthcare & data science, follow me and Brainformatika on LinkedIn.

Table of Contents

Part I. Data Collection

- Data Sources
- Data at Scale
- Standards in Healthcare Data
- Research Data Stewardship for Healthcare Professionals
- The EU’s General Data Protection Regulation (GDPR) in a Research Context

Part II. From Data to Model

- Preparing Data for Predictive Modelling
- Extracting Features from Time Series
- Prediction Modeling Methodology
- Diving Deeper into Models
- Reporting Standards & Critical Appraisal of Prediction Models

Part III. From Model to Application

- Clinical Decision Support Systems
- Mobile Apps
- Optimizing Care Processes with Operational Excellence & Process Mining
- Value-Based Health Care Supported by Data Science

#healthcare #datascience #digitalhealth #analytics #machinelearning #bigdata #populationhealth #ai #medicine #informatics #artificialintelligence #research #precisionmedicine #publichealth #science #health #innovation #technology #informationtechnology

✴️ @AI_Python_EN

Earth Monitor: New geospatial tool makes planet-wide change detection possible in near real-time. Use of Satellite imagery combined with computer vision and machine learning.
#computervision #MachineLearning #technology

🌎 Earth Monitor

✴️ @AI_Python_EN

Ultimate Guide To Speech Recognition With
Python

#python #ai #machinelearning #artificialintelligence #speechrecognition #technology #tutorial #datascience

✴️ @AI_Python_EN

AI in Law Enforcement


Automatic Number Plate Recognition (ANPR) technology is used to help detect, deter and disrupt criminal activity across Buildings/Streets. OpenALPR is most popular library for this

Credit: Simplify 8
#technology #innovation #machinelearning

✴️ @AI_Python_EN

"How to build a State-of-the-Art Conversational AI with Transfer Learning"

Tutorial by Thomas Wolf: https://lnkd.in/euUwHqM

Code: https://lnkd.in/eCiirKu
Demo: https://lnkd.in/eeGCW4a
Ethics & values: https://lnkd.in/ew7VNJ3

#artificialintelligence #aiethics #deeplearning #ethics
#technology

✴️ @AI_Python_EN

“Generative models in Tensorflow 2”

GitHub, by Tim Sainburg: https://lnkd.in/eAHD5Ew

#deeplearning #generativeadversarialnetworks #tensorflow #technology

✴️ @AI_Python_EN

💡💡 K-means Clustering – In-depth Tutorial with Example 💡💡

Credits - Data Flair

Link - https://lnkd.in/eCQUriR

#machineleaning #supervisedlearning #unsupervisedlearning #datascience #data #ai # #technology #deeplearning #artificalintelligence

✴️ @AI_Python_EN