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Opening your workspace…Researcher availability is unconfirmed unless explicitly sourced.

Learning

Grow the skills your research needs

Provisional guidance on what this topic likely demands, with resources you can work through at your own pace. Completed items are saved in your workspace.

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Full library

26 resources

Browse curated starting points from established educational and project sources.

Classification

Supervised learning: classification
Article · Beginner · scikit-learn
Open

Regression

Linear models and regression
Tutorial · Beginner · scikit-learn
Open

Time-Series Analysis

Time-series analysis
Tutorial · Intermediate · statsmodels
Open

Signal Processing

Signal processing with SciPy
Tutorial · Beginner · SciPy
Open

EEG

EEG/MEG analysis tutorials
Tutorial · Beginner · MNE-Python
Open

fMRI

Analyzing fMRI with Nilearn
Tutorial · Advanced · Nilearn
Open

Brain-Computer Interface

Decoding neural activity
Tutorial · Intermediate · MNE-Python
Open

Statistics

Introductory Statistics
Course · Beginner · OpenStax
Open

Meta-Analysis

Cochrane Handbook: meta-analysis
Article · Advanced · Cochrane
Open

Randomized Controlled Trial

CONSORT guidance for randomized trials
Article · Advanced · CONSORT
Open

Survey Methodology

Writing survey questions
Article · Beginner · Pew Research Center
Open

RNA Sequencing

RNA-seq analysis training
Tutorial · Intermediate · Galaxy Training Network
Open

DNA Sequencing

DNA sequencing fact sheet
Article · Intermediate · National Human Genome Research Institute
Open

Medical Image Analysis

Medical imaging AI tutorials
Tutorial · Intermediate · MONAI
Open

Transformers

Transformer models course
Course · Intermediate · Hugging Face
Open

Graph Neural Networks

Graph neural network tutorials
Tutorial · Intermediate · PyTorch Geometric
Open

Simulation

Scientific computing with SciPy
Tutorial · Intermediate · SciPy
Open

Data Science

Getting started with data analysis
Tutorial · Beginner · pandas
Open

Machine Learning

Machine Learning Crash Course
Course · Beginner · Google for Developers
Open

Deep Learning

Deep learning basics
Tutorial · Beginner · PyTorch
Open

Computer Vision

Computer vision tutorial
Tutorial · Intermediate · PyTorch
Open

Natural Language Processing

Natural language processing course
Course · Intermediate · Hugging Face
Open

Reinforcement Learning

Reinforcement learning basics
Tutorial · Intermediate · Gymnasium
Open

Algorithms

Introduction to algorithms
Course · Beginner · MIT OpenCourseWare
Open

Bioinformatics

Bioinformatics training
Course · Beginner · EMBL-EBI
Open

Computational Chemistry

Psi4 Python API reference
Article · Advanced · Psi4
Open

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