Home
Sefidian Academy
Filter by
Categories
Tags
Authors
Show all
All
Apache Kafka
Artificial Intelligence
Bayesian Statistics
Big Data
Cassandra
Computer Vision
Data Engineering
Data Science
Database
Deep Learning
Design Pattern
DevOps
Django
Docker
ELK
English
Feature Engineering
Finance
Java
Java Script
Keras
Linear Algebra
Linux
Machine Learning
Mathematics
MLOps
NLP
Python
PyTorch
Recommendation Systems
Reinforcement Learning
Research
Software Engineering
Spark
State of the art technologies
Statistics and Probability
Tensorflow
Time Series
Uncategorized
All
Apache Kafka
Big Data
boltzman
broadcasting
Cython
Deploy
Django
Docker
Elasticsearch
ELK
Exception Handling
Feature Engineering
GPU
GRU
Linux
Logging
lstm
MinIO
monte carlo
numpy
Pandas
PySpark
Python
PyTorch
Reinforcement Learning
remover
S3
scikit-learn
Self-Driving Car
separator
sklearn
tmux
transfer learning
Tutorial
Ubuntu
vocal
All
Amir Masoud Sefidian
2021-12-26
Categories
Artificial Intelligence
Finance
Machine Learning
Python
Walk-forward optimization for algorithmic trading strategies on cloud architecture
11
mins read
Table of Contents: Introduction Terminology Walk-forward Optimization Design of walk-forwards The Architecture Configuring cloud machines using Ansible Docker Swarm Optimization
[…]
2021-10-07
Categories
Data Science
Finance
Mathematics
Monte Carlo Simulation Explained
29
mins read
Monte Carlo Methods: I Am Feeling (Un-)Lucky! In short, Monte Carlo methods refer to a series of statistical methods essentially
[…]
2021-08-06
Categories
Finance
Understanding basic Trading Terminology
12
mins read
This article is written for readers who want to understand the most common phrases and trading terminology that is used
[…]
2021-06-26
Categories
Artificial Intelligence
Finance
Machine Learning
Mathematics
Python
Labeling financial data for Machine Learning
24
mins read
In this article, we’ll be looking at one method for labeling our data and getting it ready for our model. By the
[…]
2021-06-12
Categories
Artificial Intelligence
Finance
Machine Learning
Python
Introduction to advanced candlesticks in finance: tick bars, dollar bars, volume bars, and imbalance bars
56
mins read
In this article, we will explore why traditional time-based candlesticks are an inefficient method to aggregate price data, especially under
[…]