levikul09 Profile Banner
Levi Profile
Levi

@levikul09

Followers
40K
Following
5K
Media
2K
Statuses
5K

I explain Data Science on Grandma's level. Writing https://t.co/25jLCDRZms

Joined July 2014
Don't wanna be here? Send us removal request.
@levikul09
Levi
2 years
R² is a widely used measure of fit, but for many analysts, it is just a number. They believe high R² ➡ Good predictions. This is not always true! . Now I will clarify. 🔽. R-squared
Tweet media one
50
883
4K
@levikul09
Levi
2 months
RT @TivadarDanka: My copy is finally here!
Tweet media one
0
21
0
@levikul09
Levi
6 months
RT @TivadarDanka: Conditional probability is the single most important concept in statistics. Why? Because without accounting for prior in….
0
283
0
@levikul09
Levi
6 months
RT @TivadarDanka: How to build a good understanding of math for machine learning?. I get this question a lot, so I decided to make a comple….
0
194
0
@levikul09
Levi
6 months
RT @TivadarDanka: Four years ago, I started a project that turned out to be life-altering, and it has just passed a huge milestone. I'm ha….
0
186
0
@levikul09
Levi
9 months
I share similar tips in my newsletter: Data Ground Up. Link in bio. You can read the full article there and sign up for similar posts.
0
0
0
@levikul09
Levi
9 months
But when to use it then?. 1️⃣ For quick explorations.2️⃣ Using star to reference rows.
Tweet media one
1
0
6
@levikul09
Levi
9 months
Reusability. In queries like `UNION`, column count, order, and types must match. It's hard to align all those with a SELECT *.
1
0
1
@levikul09
Levi
9 months
Readability:. SELECT * is a black box. Without running it, you can't know the result structure. Explicit columns make your query easier to read and maintain. Look at these ⬇️ By looking at the 2nd query you already know what you will see.
Tweet media one
1
0
3
@levikul09
Levi
9 months
Indexing:. Indexes are like a map of your data. They make it faster to find what you need. When you use SELECT *, you lose your map.
1
0
0
@levikul09
Levi
9 months
Performance:. SELECT * fetches everything, including what you don’t need. Smaller queries = faster performance. Ask yourself: “Do I need this column?”.
1
0
3
@levikul09
Levi
9 months
Reliability:. Changes to a table's schema (adding/removing columns) can break systems relying on SELECT *. Explicitly naming columns keeps queries and apps stable.
Tweet media one
1
0
5
@levikul09
Levi
9 months
SELECT * is the "Hello World" of SQL. But it's a trap. You should avoid it. Here’s why 👇
Tweet media one
2
4
32
@levikul09
Levi
9 months
Hi All,. It's been a while. I turned off content creation a few months ago and had some much-needed time away from it. Several reasons lead to the decision:. - I started to work on an interesting project beside my 9-5. That took priority. I may talk about this later as it is
Tweet media one
4
0
10
@levikul09
Levi
11 months
RT @svpino: How can you build a good understanding of math for machine learning?. Here is a complete roadmap for you. In essence, three fi….
0
155
0
@levikul09
Levi
1 year
RT @svpino: There's a stunning, simple explanation behind matrix multiplication. This is the first time this clicked on my brain, and it w….
0
804
0
@levikul09
Levi
1 year
RT @daansan_ml: Let's discuss the simplest retrieval method: "Similarity search". It involves retrieving the top "k" documents that are mo….
0
40
0
@levikul09
Levi
1 year
RT @svpino: This is the best book for learning the mathematics of Machine Learning. There are two things that make this book different fro….
0
285
0
@levikul09
Levi
1 year
RT @pawjast: I've amassed a small collection of Python programming tips which I've been posting here on X. Mostly Matplotlib stuff, but n….
0
20
0
@levikul09
Levi
1 year
0
2
4
@levikul09
Levi
1 year
The best way to learn coding for data:.
1
0
3