Prof Dr T - Basic computing tutor - Eugene
1st lesson free
Prof Dr T - Basic computing tutor - Eugene

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Prof Dr T

  • Rate $80
  • Response 7h
  • Students

    Number of students Prof Dr T has taught since their arrival at Superprof

    13

    Number of students Prof Dr T has taught since their arrival at Superprof

Prof Dr T - Basic computing tutor - Eugene
  • 5 (2 reviews)

$80/h

1st lesson free

Contact

1st lesson free

1st lesson free

  • Basic computing
  • Software
  • Network
  • Machine learning
  • Cybersecurity

Prof. Dr. T. is teaching IT !!!!!! >10 years passionate University lecturer in computer science ^_^ >15 years project experiences...... guided >50 Master/Bachelor thesis with excellent grades

  • Basic computing
  • Software
  • Network
  • Machine learning
  • Cybersecurity

Lesson location

Recommended

Prof Dr T is a respected tutor in our community. They have been highly recommended for their commitment and the quality of their lessons — an excellent choice to progress with confidence.

About Prof Dr T

I’m a passionate university lecturer in computer science. After I got my binational PhD in Computer Science (Dr.rer.nat.) I’ve started teaching in diverse universities in both Germany and UK since 2014, teaching computing topics such as DevOps CI/CD, cloud programming (AWS, Azure, Terraform), AI/ML, data engineering & analytics, cyber security, research method etc.. My largest class had about 300 students in TU Darmstadt teaching formal methods and logic. I’ve trained groups of developers, testers, managers in large and small enterprises for introducing new software and also helped more than 50 individuals one-on-one in zoom sessions on their thesis, all of them got excellent grades at the end.

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About the lesson

  • All Levels
  • English
  • German
  • Mandarin

All languages in which the lesson is available :

English

German

Mandarin

Algorithm understanding:
- AlphaGo, AlphaZero, Q-learning, A*, Monte Carlo Simulation
- Distributed System: BFT, DPoS, Paxos, Pastry, CAN, MapReduce, ......
- Quantum Computing (Entanglement, Quantum Fourier Transformation, Shor, Grover, ......)
- Cryptography (RSA, Diffie-Hellman, Elliptic Curve (EC), AES, Lattice Schemes (LWE family))

GenAI:
- Safely and efficient use of Generative AI for study and writing
- prompt engineering, guardrail, vulnerability scan
- Retrieval-Augmented-Generation as solution against hallucination
- Large-language Model Selection

Deep Learning for everyone:
- Computer vision rapid prototyping with CNN, YOLO and more
- NLP rapid prototyping with SpaCy, NLTK, OpenAI, Huggingface and more
- Multimodal (Text-to-speech, Text-to-image, Text-to-xxx, xxx-to-text) rapid prototyping with transformers
- Fundamental mathematics of neural networks, its hyperparameters, limitations of back-propagation and its alternatives, Artificial Neural Networks, Convolutional neural networks, Recurrent Neural Networks, Long Short-term Memory, Encoder-Decoders, Autoregressive Models, GPT

Machine Learning study help:
- Fundamental concepts and techniques with python scikitlearn and lowCode tools
- Data engineering techniques, pitfalls, tools and standard processes
- Intuition behind modeling algorithms and their comparison (Support Vector Machine, Decision Tree, Random Forest, Naive Bayes, Linear Regression, K-Means, DB-Scan, Hierarchical clustering, ......)
- Evaluation methods, tools and lowCode benchmarks fine-tuning
- Model deployment, MLOps

Fundamental Computer Science courses:
- scripting language basics (php, javascript/react.js, terraform)
- general programming language basics (java, python, SQL)
- specification languages (TLA+)
- any questions related to logic (Temporal logic, Description Logic, First-Order-Logic, ...... )
- any questions related to theoretical computer science
- mathematics for computer science

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Rates

Rate

  • $80

Pack rates

  • 5h: $400
  • 10h: $800

free lessons

This first lesson offered with Prof Dr T will allow you to get to know each other and clearly specify your needs for your next lessons.

  • 1hr

online

  • $80/h

Details

Prepare the course and use the course efficiently and effectively by sending me your questions and goals upfront. So that we directly come to the point.

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