Andrea - Computer Science tutor - Sydney
Andrea - Computer Science tutor - Sydney

Andrea profile and its contact details have been verified by our team.

Andrea

  • Rate €124
  • Response 4h
  • Students

    Number of students Andrea has accompanied since arriving at Superprof

    50+

    Number of students Andrea has accompanied since arriving at Superprof

Andrea - Computer Science tutor - Sydney
  • 5 (5 reviews)

€124/h

Contact
  • Computer Science
  • Software
  • Machine learning

Improve your proficiency in machine learning: Gain insights from a PhD holder with a background in academia and industry, specializing in financial applications. Suitable for both professionals and st

  • Computer Science
  • Software
  • Machine learning

Lesson location

Super Prof

Andrea is one of our best Computer science tutors. High-quality profile and excellent qualifications, organised and responsive to lesson requests, appreciated by their students!

About Andrea

- PhD graduate in Finance, with 5 years of research experience and scientific contribution in the field of empirical asset pricing with focus on equity factor models, machine learning for asset pricing, regime switching models, sentiment analysis, and portfolio construction - Freelance tutor and consultant in Finance, Data Science, Python, Statistics, and Econometrics for 3 years with 1500+ hours delivered to 150+ students and customers internationally - Former financial analyst with 4 years of experience in design and realization of prototypes of several financial algorithms of a proprietary software for portfolio management, analysis, and consulting - Experienced in written and oral communication to various audiences, from academic students to financial industry leaders and professionals through reviewing, editing, teaching, consulting, and oral presentations - Former University Teaching Assistant, strong analytical background with extensive classroom and online teaching experience, MSc in Quantitative Finance, Bachelor of Science in Economics and Finance - Excellent material available including slides, videos, tutorials and reading material. Extensive experience in research methods and software including Python, Jupyter notebook, Matlab, SAS, Stata, R, SQL/Oracle and Excel. - I thoroughly enjoy helping others, as my patience and friendly nature makes it easier to be in an educational environment. - I have learnt to adapt to different needs and learning styles according to the student, in order to optimize their success in turning their weaknesses into strengths. - I'm patient, friendly and understanding. I am proficient in research and development and it’s my day-to-day work. I am a photography enthusiast and an insatiable learner.

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About the lesson

  • Primary School
  • Secondary School
  • Post-Secondary Education
  • +10

    • levels :

    Primary School

    Secondary School

    Post-Secondary Education

    1st year of Sixth Form

    Adult education

    Bachelor

    Masters

    Doctorate

    Kindergarten

    Beginner

    Intermediate

    Advanced

    Kids

  • English
  • Italian

All languages in which the lesson is available :

English

Italian

PhD graduate Academically Trained Tutor in Machine Learning with Python, Jupyter notebook and coding for Data Science, Data Analysis, Quantitative Methods and Data Visualization using Pandas and related packages. Please have a look at my reviews here https://www.superprof.co.uk/academically-trained-phd-graduate-expert-tutor-python-jupyter-notebook-data-science-data-analysis-quantitative-methods-and.html and at my Github portfolios (concealed information) SERVICES I can offer my assistance with Machine Learning algorithms and their practical application in Python, both for students and professionals. I will also teach you how to edit code in Jupyter Notebook and general coding skills for Data Analysis, Data Science, Quantitative Methods, Analysis, Statistical Modelling, Forecast, Regression and Classification and so on, as well as, Data Visualization with Matplotlib, Seaborn and similar. Additionally, you will learn Anaconda and its package management. I understand that there are different kinds of learning methods, so as long as you can find your style and the appropriate method, I believe that you can get twice the result with half the effort. I have been told to be good at breaking down complex coding problems and techniques. I will help you in: 1. understanding the fundamentals: Before diving into the specifics of machine learning, it's important to have a solid foundation in mathematics, statistics, and computer science. This will help you understand the various algorithms and techniques used in machine learning. 2. choosing a programming language: There are several programming languages used in machine learning, such as Python, R, and Java. Python is the most popular language for machine learning due to its simplicity, flexibility, and large community support. 3. learning the different types of machine learning: There are three main types of machine learning: supervised learning, unsupervised learning, and reinforcement learning. Supervised learning involves training a model using labeled data, unsupervised learning involves training a model without labeled data, and reinforcement learning involves training a model through trial and error. 4. choosing a machine learning algorithm: There are several machine learning algorithms to choose from, such as linear regression, decision trees, random forests, neural networks, and support vector machines. Choose an algorithm based on the problem you're trying to solve and the type of data you're working with. 5. practicing with datasets: Practice is key to mastering machine learning. There are several datasets available online that you can use to practice your skills, such as the Iris dataset, MNIST dataset, and Boston Housing dataset. 6. joining online communities: Joining online communities such as GitHub, Kaggle, and Stack Overflow will help you connect with other machine learning enthusiasts and get help with any questions you may have. 7. staying up-to-date with the latest developments: Machine learning is a rapidly evolving field, so it's important to stay up-to-date with the latest developments. Follow blogs, attend conferences, and read research papers to stay informed about the latest techniques and trends.

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Rates

Rate

  • €124

Pack rates

  • 5 h: €618
  • 10 h: €1,236

online

  • €124/h

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Verified degree

Andrea profile and its contact details have been verified by our team.

levels

Primary School

Secondary School

Post-Secondary Education

1st year of Sixth Form

Adult education

Bachelor

Masters

Doctorate

Kindergarten

Beginner

Intermediate

Advanced

Kids

All languages in which the lesson is available

English

Italian

Review

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Reviews

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free lessons

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

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