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Artificial Intelligence
Cluster Evaluation for Aspiring Data Scientists 1. Introduction to Clustering 2. A Step-by-Step Case Study of Clustering in R Summary Stay in Touch! References
A step-by-step case study of how data scientists approach and execute a cluster evaluationCluster “1” has higher average arrests across all crimesNo observable difference in average urban population %The three clusters appear to be...
Artificial Intelligence
How A Good Data Scientist Looks At Matrix Multiplication Introduction: 1. Dot Products of Rows and Columns: 2. Linear Combination of Columns: 3. Linear Combination of Rows: 4. Sum...
4 other ways to have a look at itMatrix AB is a sum of p rank-1 matrices of size mxn, where the i_th matrix (amongst p) is the results of multiplying column-i of A...
Artificial Intelligence
Data Platform Architecture Types Data platform architecture types Data warehouse Data lake (Databricks, Dataproc, EMR) Lakehouse Data mesh Relational and Non-relational Database Management systems Business intelligence stack Conclusion
How well does it answer your corporation needs? Dilemma of a selection.A knowledge mesh architecture is a decentralized approach that allows your organization to administer data and run cross-team / cross-domain data evaluation by...
Artificial Intelligence
Mastering the Art of Regression Evaluation: 5 Key Metrics Every Data Scientist Should Know The residuals 1. The mean squared error (MSE) 2. The basis mean square...
The definitive guide on all of the knowledge it's best to have on the metrics utilized in regression evaluationNormally, it is strongly recommended to make use of the adjusted R² when we now have...
Artificial Intelligence
Unleashing the Power of GPT-3: High-quality-Tuning for Superhero Descriptions What is required for fine-tuning? A superhero description generation tool Creation of an artificial set of knowledge for...
Step-by-step guide for GPT-3 fine-tuningWe'll construct a tool for this demo to create descriptions of imaginary superheroes. Ultimately, the tool will receive the age, gender, and power of the superhero, and it can robotically...
Artificial Intelligence
Introduction to Python for Data Science
The last step is machine learning which can involve learning various algorithms then implementing them in projects based on using the algorithms. Machine learning comprises of three types: supervised, unsupervised and reinforcement learning. Each...
Artificial Intelligence
Easy methods to Leverage a Non-Traditional Education or Profession Path into Your First Data Science Job Construct a portfolio Get easy data science experience Highlight transferable skills
Just a few recommendations on how you may make your non-traditional past a selling point in your first data science jobData science is one in all those interesting tech fields where you may consult...
Artificial Intelligence
The AI photo app trend has already fizzled, latest data shows
Is the AI photo app trend already over? Over the past several months, AI-powered photo apps have been going viral on the App Store as consumers explored AI powered–experiences like Lensa AI’s “magic avatars”...
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