AI Brief
OpenAI GPT-4 – large multimodal model
#OpenAI has just released #GPT-4, their latest model. Being multimodal it can process text and image. That makes things very interesting. Once you can process text/image (not sure…
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Category: Research
Research articles for data science across AI, ML, NLP, data wrangling and visualization.
Perspective
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. Base case is still 50% correction from 2021…
Project & Build Log
RoboAdvisory Algorithm using Macroeconomic data
Predict 3 year Forward Asset Prices & Direction and Portfolio Return & Risk using Historic Macro data & Central Bank Forecasts This algorithm was published earlier. Sharing it…
AI Brief
DALL.E – Creating Images from Text
OpenAI is a well known AI lab for creating the GPT-n series of deep learning pre-trained autoregressive language models similar to BERT/Roberta/XLNet. It has been known to generate…
Perspective
Data Engineers vs Data Scientists
Interesting article on data engineers vs data scientists from https://gradientflow.com/ is given below. One of the main issues for building ML/AI/DL models is availability of good, clean, relevant…
Research
NLP Transformers – Attention Is All You Need
In this article I’d like to share the original paper related to the concept of #Transformers in #NLP for #AI #DeepLearning. It is fundamental to the creation of…
Perspective
When not to use Deep Learning – LSTM (Long Short-term Memory) networks
This article is comparing the results of using a deep learning algorithm, LSTMs, for a regression problem versus simple Neural Networks and ensemble algorithms like Random Forest and…
Perspective
Market Correction – Risk assets sell-off
This 10% #selloff is just the beginning. Even a 50% #correction would only get to pre #covid levels, when #global #economy was doing fine. #Valuations were #crazy stupid.…
Tutorial
RandomForest Regression model for predicting US 10 year Treasury Bond Prices using Macroeconomic Data
Building a #datascience #machinelearning #algorithm is relatively simple. 8 lines of #python code. It’s the other process steps that require most of the work – problem definition, #datawrangling,…
Video
DataWisdomX – Data Science course – Introductory videos to all lectures
Please check out the introduction video playlist on youtube to all lectures. It will give you an idea about what is being taught in the course and help…
Tutorial
Data Science – End 2 End Beginners Course Part 1 – Machine Learning and Data Analytics
Announcing the launch of our online course on Udemy and other online platforms. Udemy course link is – https://www.udemy.com/course/datascience-e2e-beginnerscourse-machinelearning-dataanalytics/learn/lecture/25000096#overview Data Science is a multi-disciplinary profession which requires a…
Research
Predict Monthly Asset Price & Direction using Macroeconomic Data
Legal Disclaimer – This research is not an investment advisory or a sales pitch. Objective Predict monthly asset price (main stock indices, commodities, bonds) and direction (Higher/Lower) using…