All the Skills Require For A Data Scientist
Data science is booming day by day. In the market, the job place is quite saturated. There are many skills you need to become a data scientist. There is a misconception t...
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Markov Decision Processes
The Markov Decision Process (MDP) provides a mathematical framework for solving the RL problem. Almost all RL problems can be modeled as an MDP. MDPs are widely used for ...
How Agile Methodology Assists the Development of Smart and Working Software Products?
As with any project, an effective and result-driven is a must, the same goes with software development projects. There’s no secret that software development is one of t...
Homework Assignment: Create a COVID19 At-Risk Score
Figure 1: The Art of Thinking Like a Data Scientist I love teaching because the onus is on me to clearly and concisely communicate my concepts to my students. As I told...
Causal AI dictum: A dataset is model-free
Time and time again, Judea Pearl makes the point on Twitter to neural net advocates that they are trying to do a provably impossible task, to derive a model from data. I ...
R vs. Python vs. Julia: How easy it is to write efficient code?
In my last post, I have compared R to Julia, showing how Julia brings a refreshening programming mindset to the Data Science community. The main takeaway is that with Jul...
Data Agility and 'Popularity' vs. Data Quality in Self-Serve BI and Analytics
One of the most valuable aspects of self-serve business intelligence is the opportunity it provides for data and analytical sharing among business users within the organi...
Data Science and Cloud: A Perfect Match for your Data Analytics needs
The number of devices connected through the Internet of Things (IoT) is increasing rapidly. Statista estimates that there will be about 50 million IoT-connected devices i...
How can Sentiment Analysis be Used for Brand Management
The main motive of using sentiment analysis is to find out the true feelings of the varied people living in our society. It can be used for analyzing the customer feedbac...
Hurwitz-Riemann Zeta And Other Special Probability Distributions
Source: here In my previous article here, I discussed a simple way to solve complex optimization problems in machine learning. This was illustrated in the case of comple...