Functional Decomposition and its Utility for Data Scientists & ML Practitioners

Using tools like functional decomposition to enable artificial intelligence, machine learning, and analytics developers in creating better end-to-end solutions

ArticlesTyler BetthauserFebruary 20, 2022Conaxonartificial intelligence, Machine Learning, Object Oriented Programming, Functional Decomposition, Full-Stack Development

Keep Analytics, Machine Learning, and Artificial Intelligence to Simple Use-Cases with Collective Vantage

Conaxon takes the reader through a simple sales forecasting project for a retail store. We cover data cleaning (pandas), feature engineering (encoding categorical/cyclical features), building a base GradientBoostedRegressor Model (Sklearn), and hyper-parameter tuning (GridSearchCV, RandomizedSearchCV, KFold).

Key Struggles with Analytics, Decision Intelligence, and Machine Learning Micro-Business Communities

Conaxon talks about key problems in applying Machine Learning, Artificial Intelligence, Analytics, and Decision Intelligence within Small / Micro Businesses.

ArticlesTyler BetthauserMay 6, 2021ConaxonCollective Vantage, artificial intelligence, shared data platforms, analytics, Decision Intelligence, Machine Learning, startup, SaaS, App, Small Business, Micro Business, cryptocurrency, blockchain

Predict which Sales Leads Close Part 2

propose a simple project to demonstrate a machine learning use case for optimizing which leads sales teams are predicted to be closed.

ArticlesTyler BetthauserFebruary 20, 2021ConaxonMachine Learning, Neural Network, artificial intelligence, Olist, ANN, Tensorflow, Keras, hyper-parameter tuning, gridsearchcv, accuracy, losss, adam, optimizer, nodes, regularization

Predict which Sales Leads Close Part 1

Can you predict which leads you might close? We propose a simple project to demonstrate a machine learning use case for optimizing which leads sales teams are predicted to be closed.

Data Preparation & Our Top Tips

Tyler, Charles, and Andrew talk about their go-to strategies for how best to wrangle large, unruly data sets to best set your data science project up for success.

LinkedIn LivestreamTyler BetthauserDecember 9, 2020Conaxon LLCPython, Data Preparation, Exploratory, Data, Analysis, Analytics, Data Science, Machine Learning, EDA, pandas, seaborn, matplotlib, SolisMatica, Pointe Vector, Conaxon

So you want a career in Data Analytics--Here's how we think you can do it FAST!

Charles Elwood, SolisMatica, has me back again with the usual crew to talk careers in analytics and how we think you should approach achieving your goals.

We’re Moving…Kind of!