Exploring PlaNetGoogle-DeepMind’s Solution for Long Term Planning in Reinforcement Learning AgentsJesus RodriguezBlockedUnblockFollowFollowingFeb 18Planning has been long considered one of the cognitive…
Continue ReadingSimple Deep Learning (Ft my dog)
Simple Deep Learning (Ft my dog)Isabella GrandicBlockedUnblockFollowFollowingFeb 17If AI was an ice cream sundae, deep Learning would be the sprinkles and…
Continue ReadingBuilding a model? Here’s the first question you should ask
How many votes will each political party get at the next election?One way to illustrate this quite simply is to…
Continue ReadingETL and DI in Data Science: usage in financial market data warehouses
ETL and DI in Data Science: usage in financial market data warehousesM. EmmanuelBlockedUnblockFollowFollowingFeb 18It has been a few months since…
Continue ReadingWhat Is The Difference Between A Data Engineer And A Data Scientist
What Is The Difference Between A Data Engineer And A Data ScientistSeattleDataGuyBlockedUnblockFollowFollowingFeb 17By Ben RogojanWe recently did an AMA on…
Continue ReadingHealth Informatics: A landscape exploration on the topic of Health Informatics, examining potential media effects and possible controversies on Wikipedia
Health Informatics is becoming an even bigger part of our modern healthcare sector, but existing communities perceive and use the…
Continue ReadingCycleGANs to Create Computer-Generated Art
This loss actually consists of a few different components. First, we calculate the GAN loss for the abstract painting generator…
Continue ReadingReal-time Multi-Facial attribute detection using computer vision and deep learning with FastAI and OpenCV
Real-time Multi-Facial attribute detection using computer vision and deep learning with FastAI and OpenCVA quick 4 part walkthrough on doing real-time…
Continue ReadingOn how I acknowledge human based bias and how to handle it
On how I acknowledge human based bias and how to handle itA word on how we, data practitioners, should be more…
Continue ReadingThe Production of “Space”
There is not simply a relationship between workers and capital, but between workers, capital, and the land on which production…
Continue ReadingVisualizing Option Trading Strategies
An option is a contract that gives the buyer the right (not the obligation) to purchase or sell stock at…
Continue ReadingProgressively-Growing GANs
Progressively-Growing GANsConnor ShortenBlockedUnblockFollowFollowingFeb 17The Progressively-Growing GAN architecture released from NVIDIA and published at ICLR 2018 has become the primary display…
Continue ReadingIt’s a Record-Breaking Crowd! A Must-Read Tutorial to Build your First Crowd Counting Model using Deep Learning
Now, open a new terminal window and type the following commands: cd CSRNet-pytorch python train. py part_A_train. json part_A_val. json…
Continue ReadingProfiling my Favorite Songs on Spotify through clustering
We could group songs with similar characteristics together, and profile each cluster. One type of clustering method is K-means Clustering…
Continue ReadingMonte Carlo Tree Search in Reinforcement Learning
Monte Carlo Tree Search in Reinforcement LearningA recipe of the search algorithm at the heart of Deep Mind’s Alpha Zero AI.…
Continue ReadingDatashare and Workbench: Experimenting Data journalism apps
Well, according to the developers, it’s a data journalism platform with built-in training:“Workbench is an integrated data journalism platform that…
Continue ReadingFICO Xpress Insight Enables Users to Operationalize Analytics
FICO announced a community version of FICO Xpress Insight, a decision support application that enables data scientists to rapidly deploy…
Continue ReadingDremio Launches Free Online Training Courses for Data Engineers, Analysts, and Data Scientists
Dremio, the Data-as-a-Service Platform company, announced Dremio University, a free online training program for data engineers, analysts, and data scientists.…
Continue ReadingWhat to do when your data fails OLS Regression assumptions
Ordinary Least Squares (OLS) is a method where the solution finds all the β̂ coefficients which minimize the sum of…
Continue ReadingWord2vec from Scratch with NumPy
Word2vec from Scratch with NumPyHow to implement a Word2vec model with Python and NumPyIvan ChenBlockedUnblockFollowFollowingFeb 17IntroductionRecently, I have been working with several…
Continue ReadingHow to Get Better Deep Learning Results (7-Day Mini-Course)
Note that we will be looking some examples from two of the three areas as part of this mini-course. Post…
Continue ReadingReview: MultiChannel — Segment Colon Histology Images (Biomedical Image Segmentation)
Review: MultiChannel — Segment Colon Histology Images (Biomedical Image Segmentation)Foreground Segmentation using FCN + Edge Detection Using HED + Object Detection Using…
Continue ReadingLarge Scale Jobs Recommendation Engine using Implicit Data in pySpark
Large Scale Jobs Recommendation Engine using Implicit Data in pySparkAkshay AroraBlockedUnblockFollowFollowingFeb 17WHY Implicit data?Because we as lazy users, barely submit ratings…
Continue ReadingThe Advent of Architectural AI
The Advent of Architectural AIA Historical PerspectiveStanislas ChaillouBlockedUnblockFollowFollowingFeb 17Stanislas Chaillou, Harvard Graduate School of DesignIntroductionThe practice of Architecture, its methods,…
Continue ReadingStatistics is the Grammar of Data Science — Part 5/5
Statistics is the Grammar of Data Science — Part 5/5Statistics refresher to kick start your Data Science journeySemi KoenBlockedUnblockFollowFollowingFeb 16This is the 5th (and…
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