Канал: datons

Practice with virtual computers using GitHub Codespaces

Practice with virtual computers using GitHub Codespaces

Datathon presentation: Building Data Web Apps with Python

Datathon presentation: Building Data Web Apps with Python

Jupyter Notebook Cells: How to work with them?

Jupyter Notebook Cells: How to work with them?

#7 Preprocess and analyze stock returns with Python

#7 Preprocess and analyze stock returns with Python

#6 Alpaca API in Python: Simulate Investment Strategy in Real Time

#6 Alpaca API in Python: Simulate Investment Strategy in Real Time

Run Python scripts daily with Task Scheduler in Windows to download and preprocess OMIE data

Run Python scripts daily with Task Scheduler in Windows to download and preprocess OMIE data

Program trading orders with Alpaca API in Python

Program trading orders with Alpaca API in Python

#44 Advanced HTTP requests to Alpaca API in Python

#44 Advanced HTTP requests to Alpaca API in Python

#46 Create custom function to automate Alpaca API preprocessing

#46 Create custom function to automate Alpaca API preprocessing

#47 Create custom Python "library" to reuse code anywhere

#47 Create custom Python "library" to reuse code anywhere

#45 Data preprocessing: Alpaca API JSON response to DataFrame

#45 Data preprocessing: Alpaca API JSON response to DataFrame

#43 Download stock market data with Alpaca API in Python

#43 Download stock market data with Alpaca API in Python

#42 Common beginner mistake in Alpaca API: Cannot close unfilled order

#42 Common beginner mistake in Alpaca API: Cannot close unfilled order

#41 Program trading orders with Alpaca API in Python

#41 Program trading orders with Alpaca API in Python

#32 Exam: Visualizing Spain's energy market prices with Python

#32 Exam: Visualizing Spain's energy market prices with Python

#31 Optimal Data Visualization with Plotly

#31 Optimal Data Visualization with Plotly

#12 Data Visualization with Excel Data Tables

#12 Data Visualization with Excel Data Tables

#11 Python Foundations for Data Visualization

#11 Python Foundations for Data Visualization

#31 Visualizing Energy Generation in Spain (ESIOS REE P48) with Python

#31 Visualizing Energy Generation in Spain (ESIOS REE P48) with Python

#17 Multivariate Analysis and Correlation Matrix with Time Series in Python

#17 Multivariate Analysis and Correlation Matrix with Time Series in Python

#6 Alpaca API in Python: Simulate Investment Strategy in Real Time

#6 Alpaca API in Python: Simulate Investment Strategy in Real Time

#5 Backtesting.py: Basic Algorithmic Trading with Python

#5 Backtesting.py: Basic Algorithmic Trading with Python

ENTSO-E API with Python: Energy analysis in Europe

ENTSO-E API with Python: Energy analysis in Europe

#16 pandas.DataFrame.melt for Pivot Tables in Python

#16 pandas.DataFrame.melt for Pivot Tables in Python

#15 Bivariate Correlation and Linear Regression with Time Series in Python

#15 Bivariate Correlation and Linear Regression with Time Series in Python

Backtesting with ML-based investment strategies

Backtesting with ML-based investment strategies

#4 Machine Learning to predict stock market using Python

#4 Machine Learning to predict stock market using Python

Processing with temporal properties using Pandas DatetimeIndex

Processing with temporal properties using Pandas DatetimeIndex

#14 Bivariate Temporal Resampling for Renewable Energy Analysis

#14 Bivariate Temporal Resampling for Renewable Energy Analysis

Isolation Forest for detecting anomalies in time series

Isolation Forest for detecting anomalies in time series

#3 Streamlit Web App with EIA API (US Energy) Data [Python]

#3 Streamlit Web App with EIA API (US Energy) Data [Python]

#2 US Energy (EIA API) | Statistical Programming | Resolving with Python

#2 US Energy (EIA API) | Statistical Programming | Resolving with Python

#17 Loss Functions in Neural Networks with Python & Tensorflow (Keras)

#17 Loss Functions in Neural Networks with Python & Tensorflow (Keras)

#14 Activation Functions in Neural Networks with Python & Tensorflow

#14 Activation Functions in Neural Networks with Python & Tensorflow

#13 Pandas Pivot Tables: Temporal Data Reports with Heat Maps

#13 Pandas Pivot Tables: Temporal Data Reports with Heat Maps

#1 Time Series Reporting with Pandas

#1 Time Series Reporting with Pandas

#12 Pandas Resample: Temporal Data Aggregation

#12 Pandas Resample: Temporal Data Aggregation

Differentiating time periods improves your analysis

Differentiating time periods improves your analysis

#11 Load, Preprocess & Visualize Time Series in Python

#11 Load, Preprocess & Visualize Time Series in Python

#10 Manipulation, Preprocessing, and Analysis of Time Series

#10 Manipulation, Preprocessing, and Analysis of Time Series

Download FRED API data automatically with Python

Download FRED API data automatically with Python

F1 Data Analysis with Python during Las Vegas GP

F1 Data Analysis with Python during Las Vegas GP

F1 Data Analysis with Python during Las Vegas GP

F1 Data Analysis with Python during Las Vegas GP

Interactive Python Workshop: Visual Introduction to Algorithmic Trading

Interactive Python Workshop: Visual Introduction to Algorithmic Trading

Apple stock price evolution over time

Apple stock price evolution over time

Investment strategy trades: Simple Moving Average Crossover

Investment strategy trades: Simple Moving Average Crossover

Backtesting basic report on investment strategy

Backtesting basic report on investment strategy

Visual Introduction to Algorithmic Trading

Visual Introduction to Algorithmic Trading

Installed power capacity by technology in Spain (2022-12)

Installed power capacity by technology in Spain (2022-12)

Installed Power Capacity vs. Energy Generation by Technology in Spain

Installed Power Capacity vs. Energy Generation by Technology in Spain

Distribution of hourly energy generation in Spain

Distribution of hourly energy generation in Spain

Hourly average of the energy generation mix in Spain

Hourly average of the energy generation mix in Spain