Miguel Silva

[Antonio Cunha @AntonioCunha79]

Eu não diria melhor.

[Alex Kehr @alexkehr]

the american mind (me) cannot comprehend european airline flight prices

can i just book all 190 seats for $3400 and have a private 737 flight?

[𝕯𝖊𝖛𝕰𝖓𝖓𝖞 @ennycodes]

“Everyone can now access Claude Max plan for free”

[Jaydeep @_jaydeepkarale]

📂 Machine Learning Engineer
├─ 📂 Foundations (START HERE)
│ ├─ 📂 Python Basics
│ │ ├─ Variables, loops, functions
│ │ └─ Writing clean Python code
│ │
│ ├─ 📂 Math for ML
│ │ ├─ Linear Algebra (vectors, matrices)
│ │ ├─ Probability
│ │ └─ Statistics
│ │
│ ├─ 📂 Data Handling
│ │ ├─ Pandas
│ │ ├─ NumPy
│ │ └─ Data Cleaning
│ │
│ ├─ 📂 Data Visualization
│ │ ├─ Matplotlib
│ │ └─ Seaborn
│ │
│ └─ 📂 SQL
│ ├─ Joins
│ ├─ Aggregations
│ └─ Window Functions
│
├─ 📂 Core Machine Learning
│ ├─ 📂 ML Fundamentals
│ │ ├─ Bias vs Variance
│ │ ├─ Overfitting / Underfitting
│ │ └─ Train / Test / Validation
│ │
│ ├─ 📂 Algorithms
│ │ ├─ Linear & Logistic Regression
│ │ ├─ Decision Trees
│ │ ├─ Random Forest
│ │ └─ XGBoost
│ │
│ └─ 📂 Model Evaluation
│ ├─ Accuracy, Precision, Recall
│ ├─ ROC-AUC
│ └─ Cross Validation
│
├─ 📂 Deep Learning (LATER)
│ ├─ 📂 Neural Network Basics
│ │ ├─ Perceptron
│ │ ├─ Activation Functions
│ │ └─ Backpropagation
│ │
│ ├─ 📂 PyTorch / TensorFlow
│ │ ├─ Model Building
│ │ └─ Training Loops
│ │
│ └─ 📂 Specializations
│ ├─ NLP
│ └─ Computer Vision
│
├─ 📂 Production & MLOps (LAST)
│ ├─ 📂 Model Deployment
│ │ ├─ FastAPI / Flask
│ │ └─ REST APIs
│ │
│ ├─ 📂 MLOps
│ │ ├─ Experiment Tracking
│ │ ├─ Model Versioning
│ │ └─ Monitoring & Retraining
│ │
│ └─ 📂 Cloud
│ ├─ AWS / GCP / Azure
│ └─ Docker & CI/CD
│
└─ 📂 Career Layer
├─ 📂 Projects
│ ├─ End-to-end ML projects
│ └─ Real datasets
│
├─ 📂 Interview Prep
│ ├─ ML theory
│ ├─ Case studies
│ └─ System design (ML)
│
└─ 📂 Portfolio
├─ GitHub
└─ Blog / Case Studies

[‏ً @picassoswork]

This isn’t even nostalgia, it was just better

[Uma doida na mesa uma Lady na cama @Pequenaquenga]

Qual chocolate do Dubai qual quê. Calai-vos.

[B24 @B24PT]

Foi chegar, treinar, ganhar e fumar.

[Jaster @mareel_jaster]

Get the interior designers back on cocaine please

[UEFA Champions League @ChampionsLeague]

🥹

[9GAG ❤️ Memeland @9GAG]

When the teacher asks us to mark each other’s paper

[non aesthetic things @PicturesFoIder]

2024

[Italo @peppipets]

O cara da ré em foguete, faz carro automático, expõe ditadura, dá Internet pro mundo todo e agora tbm faz cego enxergar

É a personalidade do século, sem discussão

[Nature is Amazing ☘️ @AMAZlNGNATURE]

Why are humans always petting everything 😭

[I M A N I @prettygirll4L]

🤍

[Elon Musk @elonmusk]

The head of the Secret Service and the leader of this security detail should resign