Training Programs

AURA offers professional training programs, workshops, and mentorship sessions in bioinformatics, artificial intelligence, data analytics, programming, and scientific communication. All courses include hands-on projects and certificate of completion.

Bioinformatics Training

Basic Bioinformatics

Duration: 6 Weeks Mode: Online / Physical Level: Beginner

Learning Outcomes:

Understand biological databases & sequence retrieval
Perform BLAST searches & multiple sequence alignment
Primer design & phylogenetic analysis basics

Tools Covered:

NCBI, BLAST, ClustalW, MEGA
BioEdit, Primer3, UniProt

Certificate of Completion

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Advanced Bioinformatics & CADD

Duration: 10 Weeks Mode: Online / Physical Level: Intermediate/Advanced

Learning Outcomes:

Molecular docking & virtual screening
Molecular dynamics simulations (GROMACS)
Vaccine design & immunoinformatics
Omics analysis (NGS, RNA-seq)

Tools Covered:

AutoDock, PyMOL, GROMACS, VMD
Discovery Studio, SwissDock, HDOCK
Galaxy, I-TASSER, MODELLER

Certificate of Completion

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AI and Machine Learning Training

Machine Learning & Deep Learning

Duration: 10 Weeks Mode: Online / Physical Level: Beginner to Advanced

Learning Outcomes:

Supervised & unsupervised learning algorithms
Neural networks, CNN, RNN, Transformers
Image processing & computer vision
AI applications for research

Tools Covered:

Python, scikit-learn, TensorFlow
Keras, PyTorch, OpenCV

Certificate of Completion

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Python, C++ & Image Processing

Duration: 8 Weeks Mode: Online / Physical Level: Intermediate

Learning Outcomes:

Python programming for data science
C++ for high-performance computing
Image preprocessing & feature extraction
Automation scripts for research workflows

Tools Covered:

Python (NumPy, Pandas, Matplotlib, Seaborn)
C++, OpenCV, Scikit-image

Certificate of Completion

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Data Analytics Training

Statistical Analysis (SPSS & Regression)

Duration: 5 Weeks Mode: Online / Physical Level: Beginner/Intermediate

Learning Outcomes:

SPSS for regression, correlation & ANOVA
Multivariate analysis & data cleaning
Thematic analysis & NVivo basics
Data visualization for research reports

Tools Covered:

SPSS, NVivo, Excel, Tableau
JASP, Jamovi

Certificate of Completion

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Advanced Data Visualization & Analytics

Duration: 6 Weeks Mode: Online / Physical Level: Intermediate

Learning Outcomes:

Interactive dashboards & data storytelling
Predictive analytics & forecasting
Qualitative data organization & advanced reporting

Tools Covered:

Power BI, Tableau, R (ggplot2)
Python (Plotly, Dash), Advanced NVivo

Certificate of Completion

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Research Training

Scientific Communication & Publication

Duration: 4 Weeks Mode: Online / Physical Level: All Levels

Learning Outcomes:

Scientific writing & manuscript formatting
Literature review organization & systematic reviews
Reference management (EndNote, Zotero, Mendeley)
Publication readiness & journal selection strategies

Tools Covered:

Zotero, Mendeley, EndNote
LaTeX, Overleaf, Grammarly

Certificate of Completion

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