Khalid Husain

Realist 🙌
Down to earth 😎
Journalist🎙
Data Analyst 📈📊
Excel | SQL | Power BI | Python

[Khalid Husain @helloabdulkaliq]

Regret: Taking responsibility helps lessen the burden of regret.

[Victor Okafor @TheVictorOkafor]

The way a poor man thinks about making money is the same way a novice thinks about losing weight and getting in shape

[Omoalhaja @omoalhajaabiola]

The virtual assistants who know how to make this work for service-based businesses will win

[Tripp Yshevsky @Tripp_Yshevsky]

Working my first office job. Is it normal to have nothing to do?

[Furkan Gözükara @FurkanGozukara]

This is why Israel and Zionists hate Dave Smith so much. He explains like you are a 5 years old and impossible to argue against him

[Arnaud Bertrand @RnaudBertrand]

China is getting an enormous PR boost in Asia - and probably around the world - for its principled resistance to Trump's bullying tariffs.

Especially in countries with a lot of national pride like Vietnam 👇, where their own government opted to "kiss Trump's ass" as Trump himself characterized it.

[African Stream @african_stream]

LET'S TALK ABOUT KEMI BADENOCH

In a speech at Michigan State University on 24 January 1963, revolutionary and civil-rights activist Malcom X (1925-65) drew a distinction between field and house N*groes. He called the latter the “twentieth-century Uncle Tom.”

Over six decades later, the distinction is still worth drawing. Every generation produces a new version of the house N*gro. They are the ones willing to betray the fight against imperialism to do their masters’ bidding for financial reward and privileges.

The new leader of the UK’s opposition Conservative Party - Kemi 'Adegoke' Badenoch - fits the bill perfectly. Our sister Sannario explains why.

[Riley Brown @rileybrown]

I built Perplexity but with @deepseek_ai Reasoner model in about an hour and i'm posting the full video of it later today. As always, didn't write a single line of code.

Should I open source this one?

[Julian Goldie SEO @JulianGoldieSEO]

This is actually wild... 🔥

I just found an AI that codes entire projects in seconds & it's completely FREE

DeepSeek R1 just dropped and:
- Creates full websites instantly
- Builds working games & tools
- Optimizes content automatically
- Shows you exactly how it thinks

I tested it against paid alternatives and... wow 🤯

Quick guide below before this blows up
(Save this, trust me)

[Khalid Husain @helloabdulkaliq]

It’s been a long year! Happy birthday to me. Wishing myself all the good things in life.

[Yonatan Touval @Yonatan_Touval]

🚨For the second time in two weeks, @Haaretz's lead editorial has described Israel's actions in northern #Gaza as "𝗲𝘁𝗵𝗻𝗶𝗰 𝗰𝗹𝗲𝗮𝗻𝘀𝗶𝗻𝗴"—this time in blunt, unequivocal terms, holding @Netanyahu directly responsible.

https://t.co/JlpMNreKpL

[Elon Musk @elonmusk]

The Blindsight device from Neuralink will enable even those who have lost both eyes and their optic nerve to see.

Provided the visual cortex is intact, it will even enable those who have been blind from birth to see for the first time.

To set expectations correctly, the vision will be at first be low resolution, like Atari graphics, but eventually it has the potential be better than natural vision and enable you to see in infrared, ultraviolet or even radar wavelengths, like Geordi La Forge.

Much appreciated, @US_FDA!

[Jeremy Kuo @jeremykuoo]

In 2012, Adidas secured the title sponsorship of the Olympics for $150 million and thought they would overshadow Nike.

However, Nike used a brilliant strategy to outperform Adidas and dominate the Olympics.

Here’s the full story:

[Kenneth Egwu @KennethEgwu1]

@PsnEnugu and #Nemel pharmaceuticals makers of #Tensivin and #Cotripin celebrates #WorldHypertensionDay

[Matt Dancho (Business Science) @mdancho84]

Bayesian data analysis is a fundamental concept in data science. But it took me 2 years to understand its importance. In 2 minutes, I'll share my best findings over the last 2 years exploring Bayesian Modeling. Let's go.

1. Why Bayesian Data Analysis? Bayesian modeling is a powerful tool in statistics and data science, especially where traditional approaches fall short. It avoids arbitrary assumptions and provides distributions of possible values instead of just point estimates.

2. Bayes Theorem: Bayesian modeling is based on Bayes’ theorem. Bayes' Theorem provides a mathematical formula to update the probability for a hypothesis as more evidence or information becomes available. It describes how to revise existing predictions or theories in light of new evidence, a process known as Bayesian inference.

3. Simplification of Bayes’ Theorem: Since X (data) is not dependent on θ (the model) and can be hard to calculate, Bayes’ theorem is often simplified to P(θ|X) ∝ P(X|θ) × P(θ), meaning the posterior distribution is proportional to the likelihood times the prior.

4. From Bayesian Theorem to Bayesian Modeling: Bayes’ Theorem provides a process for constructing a Bayesian model. Combining key ingredients: Likelihood and Prior distributions to produce Posterior Distributions.

5. Calculating the Posterior Distribution: There are two main methods: direct calculation using complex equations, and simulation methods which create samples from the posterior distribution for summarizing information about parameters. Many software programs like PyMC, Brms, and Stan use sampling methods such as Markov Chain Monte Carlo (MCMC).

6. Advantages of Bayesian: The Bayesian approach allows for direct inclusion of prior knowledge, transparency in modeling steps, and provides broad information about the problem, including risks, uncertainty, and variability.

7. Business Cases: Any time knowledge of uncertainty is a business requirement, Bayesian modeling can benefit the business. This includes Demand Forecasting, Pricing Strategy Optimization, Customer Analysis, Credit Scoring and Financial Modeling. Businesses need to know not only a point estimate but the risk or confidence of the prediction.

===

Interested in applying Bayesian, Data Science and Machine Learning to Business. I’d like to help.

I put together a free on-demand workshop that covers the 10 skills that helped me make the transition to Data Scientist: https://t.co/LR39RJ5XKB

And if you'd like to speed it up, I have a live workshop where I'll share how to use ChatGPT for Data Science: https://t.co/EaMpKrJiqX

If you like this post, please reshare ♻️ it so others can get value.

[Khalid Husain @helloabdulkaliq]

Wow! Ronwen Williams the South African goalie put up a 5-star performance saving 4 of out of the 5 penalty kicks by the Cape Verdeans. It's settled! The Bafana Bafana will be renewing rivalry with the Super Eagles. Where will you put your money? #AFCON2024

[Khalid Husain @helloabdulkaliq]

@harkumeh87 @feedcoyote

[AMR Intervarsity Training Program @amr_program]

Another dive into antibiotics!
Contrary to the myth that your body becomes resistant to antibiotics, that is not true.
It is actually the Bacteria that evolve and develop resistance to antibiotics not you.
#AntibioticAwareness #AntibioticResistance #drugs

[Farooq Kperogi @farooqkperogi]

"This is a momentous moment for Tinubu. If he does not fire Edu forthwith and bring her to justice, he has already lost the moral high ground to try Buhari’s corrupt honchos."
Foul Stench of Buhari’s Corruption and Betta Edu https://t.co/1YvzLmEoIb

[Michael Shellenberger @shellenberger]

THE CTIL FILES #1

Many people insist that governments aren't involved in censorship, but they are. And now, a whistleblower has come forward with an explosive new trove of documents, rivaling or exceeding the Twitter Files and Facebook Files in scale and importance.

[Khalid Husain @helloabdulkaliq]

@GentR0yal Hello please, follow back so I can dm you.