PandasGUI, as the name suggests, is a graphical user interface for analyzing Pandas’ dataframes. The project is still un

Logistic regression is similar to linear regression but is used to model the probability of a discrete number of outcomes, typically two. At a glance, logistic regression sounds much more complicated than linear regression, but really only has one extra step.

Our parents’ relationship was just as unstable. We either had her family for dinner most weekends or didn’t see them for years. Gossiping brought on a lot of trouble in our family’s dynamics, and it also generated conflict between my cousin and me.

Tools that can perform basic EDA in two or three lines of code. These libraries essentially use pandas’ functions under the hood. Examples are SweetViz and Pandas profiling library.

To be a designer is to be brave, to be bold. It requires the ability to take risks, to explore ideas without fear of failure, or at the very least, the ability to continue forward regardless of fear. It is to be an advocate who can represent those who can’t represent themselves in the process of building products. It is a noble pursuit with heavy responsibilities. It is simply not possible to do that work well while engaging in sycophantic adoration of design icons or “more successful” peers as if basking in their trajectory will lead to success of one’s own.

Recently, I came across another GUI based alternative to pandas called PandasGUI. One thing that struck was that it offered capabilities of plotting as well as reframing the dataframe. Also, the user has the freedom to perform custom operations too. This article will try and explain its various features and functionalities and how you could use it for your data.

These monetary dislocations have impacted several areas of our society. Consumer health relies on heavily inflated asset prices, not the health of the real economy. With price stability dissipating, rampant inflation has lifted consumer prices, lowering our standard of living. As we lose 2% of our purchasing power leaving our money in the bank, we must throw our savings into an overvalued stock market fueled by speculation and greed — not a booming economy that we desperately need. Since we have to work 300% harder to buy the same stock, we’re always busy, tired, and broke. We take shortcuts, bolstering the disastrous American diet. Our lust for fast food has created a simultaneous mental health and obesity crisis.

The extra step is feeding the score that you previously calculated in the sigmoid function below so that you get a probability in return. This probability can then be converted to a binary output, either 1 or 0.

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hat I am self-made. Like everyone, to get to where I am, I stood on the shoulders of giants. My life was built on a foundation of parents, coaches, and teachers; of kind souls who lent couches or gym back rooms where I could sleep; of mentors who shared wisdom and advice; of idols who motivated me from the pages of magazines (and, as my life grew, from personal interaction) ….”

Price of cryptocurrencies is irrelevant: One can make a Bitcoin payment at a Bitcoin price of $1 million, $10,000, or $0.01 a coin. Bitcoin doesn’t have an intrinsic value — its price is a pure function of supply and demand.

Some of the old school orchestration, workflow engines and ETL tools have adapted well and are still very much relevant. For instance, Talend is still used widely as an orchestrator. This brings us to the much dreaded ETL.

Yet, after all this, society has yet to lose total faith in the system. The 21st-century elites will go down as the greatest perception managers of the modern age. Deep down, however, they — and we — know this system cannot last. No power has suspended gravity forever, and mother nature will make no exceptions for modern-day technocrats. This abomination of a system will eventually meet its demise, but as it benefits the elites, they will try everything in their power to keep it alive. Recognizing the U.S. financial hegemony is under threat, they have started to devise a Plan B to maintain power when the old system reaches breaking point: An Orwellian crypto-based monetary system.

In case it doesn’t make sense yet, consider the image above. Comparing the green line of best fit to the red line, notice how the vertical lines (the residuals) are much bigger for the green line than the red line. This makes sense because the green line is so far away from the points that it isn’t a good representation of the data at all!

The rise of blockchain technology has revolutionized how we think about money in the 21st-century. It’s the first time in history where money can be transferred peer to peer without passing through a central authority, the first decentralized network to enable the financially savvy, from hardcore Cypherpunks to GenZ libertarians, to break free from the tyrannical forces of the modern financial system.

If we were keeping tabs, the Soviet space program had many more “firsts” than NASA’s. They sent the first-ever person to space, the first-ever satellite into the universe, and the first-ever spacecraft to orbit the moon. Fortunately, they too gave up on nuking it.

The third hyperplane, H3, represents the decision boundary of the SVM classifier; this line not only separates the two classes but also keeps the widest distance between the most extreme points of the two classes.