Detecting outliers in very very small time series sample. Must use Neural nets , Clustering, or another algorithim

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU, POWER BI, and EXCEL tools like machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash

Hello I am a proficient chartered accountant (C.A.) in business and finance analysis. I have 18 years’ experience as a practicing CPA and 20 years’ experience as an academic researcher and analyst. I am passionate about this project having gone through the instructions. I have 520+ reviews on related projects and the responses are positively overwhelming. I hold an MBA (Strategic Management), Bachelors of Commerce (Finance and Accounting) & C.P.A. (Certified Public Accountant.) Regards, Charles.

Hi, I've read your description carefully. I have full experience with python I've also worked on several similar projects. So I can complete your project with high quality on time. Looking forward to hear more about the project from you via chatting. Thanks & Best regards!

Hi.Dear... Nice to meet you. I saw your project details carefully. Thanks for your posting. I am expert in image processing using Machine Learning. I am working in this this field for 5 years. I have experiences to develop boundary detection in image processing using Machine Learning, Matlab and Python. I think that I can complete your project perfectly. It is my pleasure to work with you. If you will give me a chance to work with you, you will get satisfied result and I will do my best for you. Thanks and Regards.

Hi, I have been an academic at a top-ranked engineering university, since 2013. Currently, I am on a sabbatical, residing in the UK, as a stay-home-dad. I have adequate knowledge of the breadth of ML algorithms with an ability to evaluate and choose the best-suited algorithms, perform feature selection and optimize machine learning models. I have hands-on experience in implementing supervised ML algorithms like linear regression, logistic regression, decision trees, naïve Bayes, and K nearest neighbors. Moreover, I have hands-on experience in using machine learning frameworks and libraries like Scikit-learn, Tensorflow, Keras, and Pytorch to solve real-world problems.

Highly interested. I have expertise in ML and python and working as software engineer. Knock me to discuss more details

Hello, I have rich experience in C/C++ programming for algorithm and data structure. I have read all your explanations carefully and fully understand your requirements. So I am sure I can give you correct and good results. I would appreciate it if you could contact me soon and share your project details. we can discuss about timeline and budget on there. Thank you.

Hi.Client... I saw your project details carefully. I am expert in Machine Learning. using Python and Matlab. I have many experiences to develop Detecting, Classification, Regression and Clustering code using Machine Learning. I think that I can complete your project perfectly. It is my pleasure to work with you. If you will give me a chance to work with you, you will get satisfied result and I will do my best for you. Thanks and Regards.

Hello! I've carefully checked your requirements and really interested in this project "need help choosing a threshold and detecting outliers in a time series data set". I'm a full-time data and statistics expert. I have worked with many clients across the world. I have diverse experience in Data mining, data entry, data processing, data visualization, R Programming Language, and SPSS Statistics, hypothesis creation and testing, correlation analysis, Experimental Designs, panel data models, co-integration, VAR models, Stata, E-Views, MS excel, Visual Basic, algorithms, Excel VBA, python, machine learning, data preprocessing, association rules, classification, clustering, sequence mining, information retrieval, and text analytics professionally. Kindly contact me so that we can discuss your project. Regard, Francis.

Hello, How big is the dataset? What kind of data? Thanks , George