In this note, we will see how to set up a juypter notebook using conda virtual environment. The significant advantage of using a virtual environment is that it does not alter/update existing python packages used by other projects/assignments. So creating the Python Virtual Environment for individual project work is always beneficial. Hence, we will learn […]
Setting up Jupyter notebook in a condo environment Read More »
In this note series on Probability and Statistical Inference, we have seen Probability Theory basics. To model and solve the random phenomenons, we will use the basic concepts of Probability Theory and other modeling techniques that we will cover in the current and subsequence notes. Whenever we perform certain experiments, we have observations, and these observations
Essentials of Data Science – Probability and Statistical Inference – Random Variables Read More »
In the previous note on probability and statistical inference, we have seen axioms of probability, counting principles, conditional probability, multiplication theorem of probability, total probability and Bayes theorem. In this note, we will learn and understand the Independent events and how it is different from dependent events. Let us understand independent events with a simple analogy of human life
Essentials of Data Science – Probability and Statistical Inference – Independent Events Read More »
In this note series, we will learn about the basics of Docker, Containers, Images, and registries which includes running applications inside containers, packaging, sharing of applications developed in a container, and storing data in docker volumes. Further, we will see how docker leverages Operating System (OS) security and isolation properties to build a solution that
Introduction to Docker Container Read More »
In the previous note on the lecture series of financial institutions and markets, we have understood what risk is in the financial system and how to measure it. This note will cover what return is and how to compute expected returns from the financial system. What is Return? Whenever we put our money, time, effort, etc.,
Financial Institutions and Markets – Return concepts in Financial System Read More »
In the previous note on the lecture series of financial institutions and markets, we have learned about the financial markets and financial institutions. Further, we focused on the financial market, how demand and supply of funds affect the financial market, and why financial market equilibrium is required. Furthermore, we have also seen why the financial market should be
Financial Institutions and Markets – Risks in Financial Systems Read More »
In the previous note on the lecture series of financial institutions and markets, we learned about the financial system that is broadly classified into the financial markets and financial institutions. We have covered how the supply and demand of funds affect the financial market and why financial market equilibrium is required. Further, we have also seen why the financial
Financial Institutions and Markets – Financial Development and Economic Growth Read More »
In the previous note on the lecture series of financial institutions and markets, we learned about the financial system that is broadly classified into the financial markets and financial institutions. We have seen how the supply and demand of funds affect the financial market and why financial market equilibrium is required. We have also seen why the financial market
Financial Institutions and Markets – Measures of Financial Development Read More »
In the previous note on the lecture series of financial institutions and markets, we learned about the financial system, broadly classified into the financial markets and financial institutions. We have also seen how the supply and demand of funds affect the financial market and why financial market equilibrium is required. In this note, we will learn more about the
Financial Institutions and Markets – Efficiency of Financial Market Read More »
In the previous note on the lecture series of financial institutions and markets, we learned about the financial system. It is classified into two major classes: financial institutions and financial markets. In this note, we will learn about the equilibrium in the financial market based on the demand and supply of funds. Equilibrium in the financial
Financial Institutions and Markets – Equilibrium in Financial Markets Read More »
