Data Science Learning Path For Complete Beginners
Practical path for learning data science for beginners…. ✅ Step 1 Download and Install Anaconda https://lnkd.in/gWHY_ij ✅ Step 2 a. Learn the basics of Python (...
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AI-Generated Rap Songs
I often tell my younger coworkers that the most boring way to start a blog post is, “This post is about …” — unless of course you rap it! Yo! This post is abou...
Bayes Theorem in One Picture
Bayes’ Theorem is a way to calculate conditional probability. The formula is very simple to calculate, but it can be challenging to fit the right pieces into the puzzl...
Real-World Data Science Challenge: When Is “Good Enough” Actually “Good Enough”
Nothing like a devastating catastrophe to bring a bit of reality into the world of IoT and data science. The recent crashes of the new Boeing 737 Max have been attribut...
What is Automated Machine Learning (AutoML)?
What is Automated Machine Learning? Quite simply, it is the means by which your business can optimize resources, encourage collaboration and rapidly and dependably distri...
EM Algorithm Explained in One Picture
The EM algorithm finds maximum-likelihood estimates for model parameters when you have incomplete data. The “E-Step” finds probabilities for the assignment o...
Top 5 Reasons to Move Enterprise Data Science Off the Laptop and to the Cloud
We live in a world that is inundated with data. Data science and machine learning (ML) techniques have come to the rescue in helping enterprises analyze and make sense of...
System Engineering Methodology for Design Improvement (Work in progress…)
A system is an entity that behaves based on the intrinsic characteristics of its components and the external forces that drive these elements to react as a result of thei...
Optimizing Your Company Right Out of Business
Professional athletes know the importance of developing opposing or complementary muscles (quadriceps and hamstrings, biceps and triceps). These complementary muscles a...
Maslow's Hierarchy of Data Science: Why Math and Science Still Matter
As an academic discipline, the rate of maturation for data science should be measured in light years. Although it’s really only about 10 years old as a field of st...