I provide professional help on Data Science including Statistical analysis, Econometrics and machine learning topics, including but not limited to Experimental results analysis, consulting on Methodology, Software statistical analysis of data (E-views, SPSS, STATA, R...) and various ML algorithms such as supervised learning, unsupervised learning and reinforcement learning.
A. ECONOMICS & STATISTICS HELP
I can help with Econometrics and statistics at undergraduate, Masters and PhD level. some of the subjects I can help with:
Classical Linear Regression Models
Probability Distributions and Hypothesis testing
Time series models
Advanced Econometrics :ARCH/GARCH modelling
Time series modelling and forecasting
Generalised Linear modelling
Longitudinal Data analysis
ANOVA / ANCOVA / MANOVA
Monte Carlo simulation
Factor analysis / principal components
Biostatistics / bioinformatics
Stochastic processes ( Markov chain, Poisson process )
Derivative pricing ( option, CDS, CDO, knockout, swap )
Panel Data models
Inference, estimation using OLS, GMM or Max Likelihood
B. DATA ANALYSIS PROJECTS:
I have helped numerous companies with their Data Analysis needs using a variety of softwares and languages including R, PYTHON, SPSS other and commercial software listed above. I have helped on machine learning and data mining issues especially dealing with big data and mining massive datasets.
If you are a company looking to perform data analysis please get in touch to explain your needs and I will get back to you promptly. Happy to sign an NDA.
C. DISSERTATION/ PHD THESIS GUIDANCE:
Some students need ongoing guidance on how to do research and how to use statistical models for their dissertation. I can guide you through the process and help you with most statistical softwares: SPSS / STATA / E-views/ R / PYTHON. I am also familiar with the latest machine learning techniques, including deep learning architectures (KERAS, Tensorflow...).
I have 3 master degrees, one in Quantitative Finance from a top French University (Oxford/ Cambridge Equivalent) with specialty in Econometric and Financial Mathematics and two from UCL in both cognitive sciences and computer science with a focus on machine learning.
I have worked in Financial modelling in the City for 10 years and
I'm very familiar with most Econometric issues and packages.
The TUITION FEE starts at 95£/hr. We will meet in a public space in Central london.
IMPORTANT : Please reply to this ad with your EXACT needs and attach any relevant material and I will get back to you very shortly.
- What kind of experience do you have?
10 years experience in investment banking and asset management in various roles
- Do you have an up-to-date DBS (Disclosure & Barring Service, formerly CRB) Certificate?
I don't generally work with children, so never needed it.
• MSc Quantitative Finance
• Goldman Sachs
Perfect! Highly recommended. Ismail has been excellent in both covering the material thoroughly and in engaging in the learning process to add additional insights and avenues of learning.
Fast learner, reliable and committed student. Highly recommend.
Perfect! My tutor has really taught me well on understanding better about Quantitative Techniques and Asset Pricing. I was really happy with my final grade from these two modules. I really enjoyed my lessons with him and he is a really nice person.
Nadzmi is a hardworking, polite and very intelligent student. I predict he will go on to do great things in the future.
Ismail has helped me with some very advanced material on Financial mathematics and also on statistical data analysis and machine learning that were quite helpful for my job. HE is very dedicated and can explain in an easy way most complex topics.
Helped me with my Finance and Risk management modules. Amazing knowledge, good explanations and very clear. Highly recommend Ismail.
Ismail helped me prepare for my MBA modules and exams. He has an impressive breadth of knowledge on topics ranging from Economics, Finance to Statistics and data analysis. He is also a very skilled teacher and has a clarity in explaining that is rarely found.
I've worked with Ismail on various projects involving Finance, data analysis and statistics. He is highly qualified, has an ability to grasp and explain difficult concepts in a very simple way. Can't recommend enough.
|at his home||at your home||By webcam|