If you know Excel, mastering AI becomes significantly easier. With a solid understanding of Excel, you not only know what needs to be done but also how to get it done efficiently. Even if you don’t know a specific solution, you can ask AI the right questions to assist you.
However, skipping Excel and jumping straight into AI can make you overly dependent on technology, leaving you without the critical problem-solving skills needed to get the best out of AI tools. AI works best as an assista
These techniques cover most of what data scientists and related practitioners are using in their daily activities, whether they use solutions offered by a vendor, or whether they design proprietary tools
The 45 data science techniques
Linear Regression
Logistic Regression
Jackknife Regression *
Density Estimation
Confidence Interval
Test of Hypotheses
Pattern Recognition
Clustering - (aka Unsupervised Learning)
