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Training Programs

AURA offers professional training programs, workshops, and mentorship sessions in bioinformatics, artificial intelligence, data analytics, programming, and scientific communication.

Bioinformatics Training

Basic Bioinformatics

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

Learning Outcomes:

  • Understand biological databases & sequence alignment
  • Perform BLAST, multiple sequence alignment
  • Primer design & phylogenetic analysis basics

Tools Covered:

  • NCBI, BLAST, ClustalW, MEGA
  • BioEdit, Primer3
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
  • Vaccine design & immunoinformatics
  • Omics analysis (NGS, RNA-seq)

Tools Covered:

  • AutoDock, PyMOL, GROMACS
  • Discovery Studio, SwissDock
  • 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: Basic to Advanced

Learning Outcomes:

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

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

Tools Covered:

  • Python (NumPy, Pandas, Matplotlib)
  • 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: Basic/Intermediate

Learning Outcomes:

  • SPSS for regression & correlation
  • Multivariate analysis & data cleaning
  • Thematic analysis & NVivo basics
  • Data visualization for reports

Tools Covered:

  • SPSS, NVivo, Excel, Tableau
Certificate of Completion
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Advanced Data Visualization & Analytics

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

Learning Outcomes:

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

Tools Covered:

  • Power BI, Tableau, R, Python
  • Advanced NVivo techniques
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
  • Reference management (EndNote, Zotero, Mendeley)
  • Publication readiness & journal selection

Tools Covered:

  • Zotero, Mendeley, EndNote
  • LaTeX, Overleaf, Grammarly
Certificate of Completion
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