GMO Grantham latest on the Super bubble
Another good one from #GMO Grantham on the current super #bubble. 2023 will be another #bear #market in my view.…
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Author: nitinsinghal
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Startups and Data Science – 2023
Finally got to catchup on some startup and real data science activity after a few months. Wanted to put together…
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RoboAdvisory Algorithm using Macroeconomic data
Predict 3 year Forward Asset Prices & Direction and Portfolio Return & Risk using Historic Macro data & Central Bank…
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Clustering- Unsupervised learning- Types, Metrics
This article will discuss the basic theory and relevant code examples for different clustering algorithms. Code for different algorithms and…
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Classification- Types, Metrics and Comparison via Pipeline GridSearchCV
This article will discuss the basic theory and relevant code examples for different classification algorithms. It will also show how…
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Regression- Types, Metrics, Comparison via Pipeline GridSearchCV
This article will discuss the basic theory and relevant code examples for different regression algorithms. It will also show how…
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Data Science Process
Most data science problems can be solved by following a standard process Process Flow diagram with some details is given…
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Common NLP Tasks and Libraries
Common NLP tasks (Sentiment, Keyword, Topic, Summary, etc) using main libraries (HuggingFace Transformers, Spacy, Pytorch, Tensorflow, Scikit, etc) Idea is…
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Computer Vision CIFAR10 Image Classification using Tensorflow and CNN
Using Tensorflow and keras for building CNN model with CIFAR-10 dataset for image classification Built different CNN models using different…
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Computer Vision People Counter using OpenCV, YOLO5, Pytorch
Computer Vision model for livestream frame people counter. Using OpenCV, YOLO5 from ultralytics, pytorch YOLO5 used the COCO image dataset…
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