Auto Win

Decision Maker

[JadeCap @jadecap_]

Profitability is found in the work you're avoiding.

Backtesting, journaling, reflecting.

I would make a bet that less than 10% of the trading population actually journals their trades.

Not saying you have to do it forever.. but how do you know how well you're doing, or what to improve on, if you have no books.

[GE @GuarEmperor]

Cashing out won't only improve your quality of life, but it will move something in your head, causing you to realize this is actually real and not just numbers on a screen, which in most cases will cause you to work even harder appreciate the fact you have access to this market you are able to milk and milk it even more.

The point is, that these numbers are fun and all, but they become useful and meaningful only once you use them on yourself. If you made money, sure, it can become more, but if you take a big loss and lose half of it or whatnot I guarantee you will not be able (most likely) to come back off of it as you will be so terrified of ruin that you will just freeze you.

If you made it > cash it out.

Reward yourself, It will only do you good.

[aether @bluewdrift]

With books unread, muscles untrained, and thousands of skills untouched - if you're bored, you're not even trying.

[DAN KOE @thedankoe]

The average person does not try to solve their problems or struggles. They get stuck in a routine and live the same day over and over. It does not cross their minds to snap out of it, engage in strategic thinking, and change direction so they can eventually reach a more advantageous position in life.

If you want to get ahead of 90% of people, all you have to do is pause, think, and actually attempt to overcome the struggle you're faced with.

[Kaizen 黒 @NextGenAi5]

A millionaire once told me about the "Cemetery Theory."

​That was when I stopped procrastinating:

[DAX @thissdax]

Almost ₦1 billion made in less than a year… all because he discovered DAX.

✒︎Two duplexes.
✒︎A house for his mum.
✒︎A car for his sister.
✒︎His dream car on the way.

This is what happens when knowledge meets discipline.

Changing lives will always be my greatest flex.

That’s the legacy I’m here to leave. ❤️

[Tips Excel @gudanglifehack]

Data Science Roadmap
|
|-- Core Foundations
| |-- Mathematics
| | |-- Linear Algebra
| | |-- Calculus Basics
| | |-- Probability
| | |-- Statistics
| |
| |-- Programming
| | |-- Python
| | | |-- NumPy
| | | |-- Pandas
| | | |-- Matplotlib
| | | |-- Seaborn
| | |-- R
| | |-- SQL
|
|-- Data Handling
| |-- Data Collection
| | |-- APIs
| | |-- Web Scraping
| | |-- Database Queries
| |
| |-- Data Cleaning
| | |-- Missing Values
| | |-- Outliers
| | |-- Feature Scaling
| | |-- Encoding
|
|-- Exploratory Data Analysis
| |-- Summary Statistics
| |-- Univariate Analysis
| |-- Bivariate Analysis
| |-- Visualizations
| |-- Correlation Checks
|
|-- Machine Learning
| |-- Supervised Learning
| | |-- Regression
| | |-- Classification
| |
| |-- Unsupervised Learning
| | |-- Clustering
| | |-- PCA
| |
| |-- Model Selection
| | |-- Train Test Split
| | |-- Cross Validation
| | |-- Hyperparameter Tuning
|
|-- Advanced Machine Learning
| |-- Ensemble Methods
| | |-- Random Forest
| | |-- XGBoost
| | |-- LightGBM
| |
| |-- Time Series
| | |-- ARIMA
| | |-- LSTM
| |
| |-- NLP
| | |-- Text Preprocessing
| | |-- TF IDF
| | |-- Word Embeddings
| |
| |-- Deep Learning
| | |-- Neural Networks
| | |-- CNN
| | |-- RNN
| | |-- Transformers
|
|-- Big Data
| |-- PySpark
| |-- Hadoop
| |-- Distributed Processing
|
|-- Model Deployment
| |-- Flask
| |-- FastAPI
| |-- Streamlit
| |-- Docker
| |-- Cloud Deployment
|
|-- MLOps
| |-- Experiment Tracking
| |-- Model Monitoring
| |-- CI CD
|
|-- Domain Knowledge
| |-- Finance
| |-- Healthcare
| |-- Retail
| |-- Marketing
|
|-- Ethics
| |-- Bias
| |-- Interpretability
| |-- Fairness

Free Resources to learn Data Science 👇👇

Python
• https://t.co/QHuvHOKVjb
• https://t.co/zYOWVMTgNE
• https://t.co/RLjZWDlfcl
• https://t.co/6SUtxaT9Fq

Statistics
• https://t.co/tGVhHM3Lpx
• https://t.co/qwtmcAdGIB
• https://t.co/vZcudnh7ck

Machine Learning
• https://t.co/ybzR8IO04C
• https://t.co/32ADzmv06F
• https://t.co/iwhSWlPsj3
• https://t.co/xmznIKdA9P
• https://t.co/927Lr4bz4M

Deep Learning
• https://t.co/faIaJ6Aq0I
• https://t.co/pvBkGvWdrD

Data Visualization
• https://t.co/0kXaH0oKup
• https://t.co/AqcSOUzOND
• https://t.co/rL9MC4beCF

SQL
• https://t.co/lSMQ29VMo8
• https://t.co/nGxzr4R2L1

Big Data
• https://t.co/HSqP950wTW
• https://t.co/sraBR4BDn9

Deployment
• https://t.co/9MTEsEto0u
• https://t.co/Oojl4RHJ8O

Like for more ❤️

ENJOY LEARNING 👍👍

[Navalism @NavalismHQ]

Impatience with actions, patience with results.

@naval

[dr. Adam Prabata @AdamPrabata]

Gue berusaha mengurangi menonton short video karena ternyata bisa menurunkan kemampuan otak.

Apa aja kemampuan otak lo yang bisa berkurang?
-Kemampuan mengontrol diri
-Kemampuan untuk memerhatikan sesuatu
-Memori
-Kemampuan mengambil keputusan

Yakin mau mengorbankan kemampuan otak lo hanya demi menonton short video?
Gue sih enggak.

Sumber Ilmiah:
Short video addiction and its impact on cognitive functioning in adolescents and youth: a systematic review

[FundedNext @FundedNext]

$5,000 cash + 20K instant account
$2,000 cash + 20K instant account
$1,000 cash + 20K instant account for the top 3!

That’s not all.

Top 100 traders get free instant accounts up to 20K.
101-600 become eligible for a lottery and 50 among them get free instant accounts.

All of this comes with free entry, consistent trading.

Best part? Starting August, the competition runs just 14 days.

Same cash rewards. Same prize pool.

Register for FundedNext August Competition, and get the chance to win massive cash rewards and free accounts!

https://t.co/DduzqmRvXv

[Kitt @ICT_Concepts]

How to trade ICT Concepts…
in a tweet…
Frameworks
Premium/Discount, OHLC,PO3,MMxM
Entry points:
The 1st hour in each global session.
Hourly ICT macros.
Gaps
Midnight

[GE @GuarEmperor]

Enjoy if u need trader active in robinhood

This good for tracker and watcher activity

Im sharing raw you can reserch more on blockscout, gmgn or talk your agent llm to track this address top entry top roi top profit top daily trade, make tag wallet

0xeee29d1a6fa5873065ad8789c6e15231b48318a0
0x6ab4b57b5117eec0c858f61c47db91d4cdd01633
0x1648c13a8ed3ffb194b2c033497a5e82e543cb82
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0x0621bef3b8097d24f0faf48c8069daa1c32a8623
0x2987133eada6585b1aa717e36f8e630d1b21d882
0x41879300d96950bdb3f03992bdbb6d733649fb64
0x69c5fb51dd3668799a7a0f80d805a4700000dead
0x43c111a604d5d081a0faa6c2ae9b16252e30dcd3
0xd635802f1cf25777f33843b64cc1d80a57774e61
0x1f5bbef0722b6188b87b29dff530d6cfb5a46967
0x16105576955f5c6beec4a2efc876234eb8a0a2de

Set up a tracker to monitor activity only don’t blind ape/buy 100% and you might get farmed or you cooking

All free and always dyor nfa maybe tracker loss/win

[Kitt @ICT_Concepts]

Taming your emotions within the operations of market consciousness create unyielding abundance.
Your ability to tackle your own internal conflicts and challenges define success. This is the higher vibration of trading. Becoming zen is part of the journey.

[Kitt @ICT_Concepts]

Every pattern in your life repeats until you learn the lesson.

The moment you choose differently, the loop ends and growth begins.

[Fathers Diary @Fathers_Diary]

Peak male living;

- Go on adventures
- Socialise more
- Ignore shit and shitty people
- Dressing like James Bond
- Have double espresso any time
- More Caffeine, creatine, taurine, magnesium
- High-T movies zero romantic slop
- high-energy music no sad shit
- Intuition like birds of prey
- God mode all day
- Lots of masculine hobbies
- Having fun to the max
- Being jacked
- Staying spontaneous
- BBQ evenings and coffee morning
- Working on shit you love
- Staying authentic
- Giving zero fucks
- Reading novels
- Talking to girls
- Doing dangerous shit
- Staying in flow state
- Talking to everyone
- Zero hate

What else?

[The Inner Circle Trader @I_Am_The_ICT]

The secrets to effective & consistent profitability:

1) Adhere to a simple model.

2) Know what you want to make and it feeds you, leave something on just in case you were wrong about how much more.

3) Don't ask others for opinions, analysis or tips.

4) Manage Risk impeccably - ALWAYS.

5) Don't chase new things after you found your model.

6) Allow others to hold opinions - even if they are diametrically opposed to yours.

7) Unless you run a signal service, keep your opinions to yourself.

8) Make your bread, eat and go live for the day and find ways to bless others with it.

Anything else is BS.

[TIRTA @tirta_cipeng]

Kadang bosen ama rutinitas yg sama terus tiap hari. Trus jadi “mbesengut” sendiri.

Untungnya selalu save foto, memori di notes.
Sebagai reminder bahwa hidup yg kurasakan bosan ini, bisa jadi impian orang lain.

Always remember the day one.

[Elysia🪷 @ElysiaXBT]

KEBIASAAN YANG GUE CURI DARI CEWEK YANG HIDUPNYA UDAH ON TRACK.

1. Bersihin kamar lo dari atas sampe bawah dalam satu kali duduk. Berantakan itu bukan cuma fisik

[Auto Win @Mangsat77]

Close it or no guys?

[Auto Win @Mangsat77]

@DodgysDD @Satriaguna23 @Knightfuntul