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General Rule of Maximizing Ad Ranking, Balancing Relevance and Bid for Optimal Results General Rule of Maximizing Ad Ranking, Balancing Relevance and Bid for Optimal Results
Ad ranking is an essential aspect of online advertising that impacts both the website that displays the ads and the adve
2023-02-12 data science
adranking
Difference between 'python -m pip install' and 'pip install' Difference between 'python -m pip install' and 'pip install'
Installing packages in Python can be done using the package manager pip. There are two ways to run pip to install packag
2023-02-08 data engineering
python
Logging metrics and tags of multiple models into one mlflow in Databricks Logging metrics and tags of multiple models into one mlflow in Databricks
There are situations where we need to run multiple notebooks or algorithms that are closely related. In this case, it ma
2023-02-07 data engineering
databricks
Difference between fit, transform, fit_transform, predict, and predict_proba in a sklearn pipeline Difference between fit, transform, fit_transform, predict, and predict_proba in a sklearn pipeline
What is pipeline in scikit-learnPipeline in scikit-learn is a utility class that helps to assemble several steps of an M
2023-02-02 data science
pipeline scikit-learn
Spark SQL - Collecting Columns into Lists after Groupby Spark SQL - Collecting Columns into Lists after Groupby
In Spark SQL, you may want to collect the values of one or more columns into lists after grouping the data by one or mor
2023-02-01 data engineering
spark pyspark
How to define mulitple endpoints in one API using AWS API gateway How to define mulitple endpoints in one API using AWS API gateway
By default, when we create API using the AWS API Gateway service, the default resource generated is the root path “/“.An
2023-01-25 data science
aws api gateway
In PySpark how to filter dataframe column using unique values from another dataframe In PySpark how to filter dataframe column using unique values from another dataframe
Here is one common task in PySpark: how to filter one dataframe column are from unique values from anther dataframe? Met
2023-01-22 data engineering
spark pyspark
How to generate access token in Databricks How to generate access token in Databricks
In Databricks, personal access tokens can be used for secure authentication to the Databricks API instead of passwords.
2023-01-20 data engineering
databricks
FAISS index and normalization FAISS index and normalization
Previously, we have discussed how to implement a real time semantic search using sentence transformer and FAISS.real tim
2023-01-18 data science
semantic search FAISS
The fanaticism and reality of Web3 The fanaticism and reality of Web3
In the past two years, the concept of “Web3” has become increasingly popular in the IT industry. In the past 2022, web3
2023-01-15 web3
web3
Real time in memory semantic search with deep learning embedding and FAISS Real time in memory semantic search with deep learning embedding and FAISS
We use sentence transformer to encode short texts, and then index the results using in memory search engine FAISS;Togeht
2023-01-14 data science
deep learning semantic search vector search FAISS
Feature reduction and visualization using autoencoder with Pytorch Feature reduction and visualization using autoencoder with Pytorch
In this notebook, we are going to use autoencoder architecture in Pytorch to reduce feature dimensions and visualiations
2022-12-19 machine learning
pytorch deep learning autoencoder
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