#SQL for #DataScientists book: http://
amzn.to/3z8bpUt
————
#BigData #DataScience #MachineLearning #DataLiteracy #DataFluency #100DaysOfCode #Databases #Analytics #DataProfiling #FeatureEngineering
COMPUTING
-
SQL for Data Scientists: Essential Database Skills for ML
By
–
-
Design and Populate Feature Stores for Machine Learning at Scale
By
–
How to design and populate Feature Stores for #MachineLearning — Curate, discover, share and serve #ML features at scale: http://
amzn.to/3YymoDm from @PacktPublishing ——————
#DeepLearning #AI #BigData #DataScience #DataMining #DataScientists #FeatureEngineering #DataLiteracy -
Code Structure Insights: Learning from Past Development Decisions
By
–
love the feeling of looking back at a piece of code that you were uncertain how to structure when you first wrote it, and now it's obvious what you should have done (which is often quite different from what you chose at the time)
-
Outlier Detection Techniques Comprehensive Tutorial Guide
By
–
[PDF] Extensive Tutorial on #OutlierDetection Techniques: http://
bit.ly/3LzhGxJ Comprehensive textbook on Outlier Analysis: http://
amzn.to/2HTuEv3
—————
#BigData #DataScience #AI #MachineLearning #Statistics #IoT #IIoT #Edge #EdgeComputing #TimeSeries #AnomalyDetection -
Machine Learning Streaming Data Python IoT Industrial Applications
By
–
#MachineLearning on Streaming Data with #Python ————
#IIoT #IoT #TimeSeries #AI #BigData #DataScience #EdgeComputing #Edge #EdgeAI #PredictiveAnalytics #StreamAnalytics #AnomalyDetection #Forecasting #Industry40 ———— http://
amzn.to/3EFK3Ki from @PacktPublishing -
Machine Learning for Time Series: Forecasting and Anomaly Detection
By
–
#MachineLearning for #TimeSeries with #Python — Forecast, predict, and detect anomalies with state-of-the-art #ML methods: http://
amzn.to/3wrjXVv by @benji1a —————
#BigData #DataScience #AI #Forecasting #PredictiveAnaytics #AnomalyDetection #IoT #IIoT #EdgeAI #EdgeComputing -
Tree and Graph Algorithms with Python for Data Science
By
–
#Algorithms on Trees and Graphs (with #Python Code): http://
amzn.to/3IrmKWs
——————
#AI #MachineLearning #BigData #DataScience #RDF #LinkedData #GraphDB #GraphAnalytics #Semantics #KnowledgeGraphs #RAG #LLMs #DataStructures #DataScientists #Coding -
Pretraining Vision Models and LLMs on AWS with Python
By
–
Pretrain Vision and #LLMs (Large Language Models) in #Python — Techniques for building & deploying foundation models on #AWS: http://
amzn.to/3pT9seD via @PacktPublishing ————
#AI #MachineLearning #DeepLearning #MLOps #BigData #DataScience #NLProc #ComputerVision #DataScientists -
GPUs revolutionized Deep Learning research and development
By
–
It started with researchers trying to use GPUs for Deep Learning, http://
robotics.stanford.edu/~ang/papers/ic
ml09-LargeScaleUnsupervisedDeepLearningGPU.pdf
… -
NVIDIA GPUs Deep Learning: From 2009 to $2T Market Cap
By
–
Deep Learning with NVIDIA GPUs started way back in 2009 — this paper [1] from @AndrewYNg lab in 2009 was the first to introduce the idea. Through the last 15 years of progress with Deep Learning, @nvidia touched a market cap of $2T last week. I have memories of staring at lots