AI & Bioinformatics
Techobytes Technologies
Why Choose AI & Bioinformatics
⚙️ Smart Healthcare
AI helps build systems that diagnose diseases faster.
🧬 Genomic Insights
Use AI to decode genetic data and enable medicine.
📊 Data Research
Transform biological datasets into discoveries.
🚀 Career Growth
Bridge biology and technology in a fast-growing field.
Course Curriculum
Week 1: Foundations of AI in Bioinformatics
- Introduction to AI in healthcare & bioinformatics
- Biomedical datasets (MIMIC-III, NIH X-ray)
- Python basics & data science libraries
Week 2: Data Preprocessing & ML
- Data cleaning & feature engineering
- Models: Logistic Regression, SVM, Random Forest
- Evaluation: Accuracy, AUC & F1 Score
Week 3: Deep Learning in Imaging
- CNN models for X-ray & retinal disease
- RNN / LSTM for ECG & EEG signals
- TensorFlow & PyTorch model training
Week 4: Projects & Deployment
- End-to-end AI healthcare project
- Explainability tools: SHAP & LIME
- Deploy with Flask or Streamlit
Week 1: Foundations of AI in Bioinformatics
- Introduction to AI in healthcare & bioinformatics
- Biomedical datasets (MIMIC-III, NIH X-ray)
- Python basics & data science libraries
Week 2: Data Preprocessing & ML
- Data cleaning & feature engineering
- Models: Logistic Regression, SVM, Random Forest
- Evaluation: Accuracy, AUC & F1 Score
Week 3: Deep Learning in Imaging
- CNN models for X-ray & retinal disease
- RNN / LSTM for ECG & EEG signals
- TensorFlow & PyTorch model training
Week 4: Projects & Deployment
- End-to-end AI healthcare project
- Explainability tools: SHAP & LIME
- Deploy with Flask or Streamlit
Ready to Transform Your Career?
Enroll NowProgram Highlights
- Duration: 1 Month
- Mode: Live + Self-paced
- Certificate of Completion
- Beginner Friendly
- Language: English
Program Highlights
- Students,graduates,and professionals from biology, biotechnolgy, or computer science background.
- Researchs and academic exploring AI/ML applications in geonomics ,proteonomics, or drug discovery.
- Beginner and entusiasts with intrest in Bioinformatics, Ai or data-driven life sciences
Why Enroll?
Live Interactive Sessions
Hands-on Projects
Certificate of Completion
Expert Mentorship
Program Details (Questions and Answers)
This Program is instructor-led live classes with videos, hands-on & assignments .
This is a 1 Month Certification Program(45+HRS) with Live Classes which will be conducted.
If a candidate misses a class, in that case we will share the recording within 8-10 Hrs.
The Class schedule will be chosen by the candidate and it can be on Weekday or Weekend and it will be a live online session and for that we will share the link with the candidate to join the session.
The Class will be of 7-8 HRS in a week.
This is a 1 Months certification Program.
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