Preprocess the training data

I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards & Web Apps. Relevant Skills and Experience I understand the project requirement and will deliver the desired outcome within the time specified. Proposed Milestones $200 CAD - milestone

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. Relevant Skills and Experience 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 Proposed Milestones $350 CAD - a and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU and EXCEL tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash

View my last projects based on Data Mining, Machine Learning, Artificial Intelligence, python, java and I can complete your project perfectly. www.freelancer.com/u/vorasiddh4it#/reviews Relevant Skills and Experience We have 11+ years of experience in software development. We have developed 400+ projects and the research paper in the field of Machine Learning, Artificial Intelligence Proposed Milestones $250 CAD - Project with QA, testing, comments in the code, so it's easy to understand the flow of Project. We have successfully completed the project of phishing detection, Spam mail filter, shortest path, HMM, Encryption decryption, Face detection, UML Diagram, OCR, Big data, data mining, data analysis, Statistics, Trading, Text, Natural Language Processing (NLP), Image, multiclass classification using WEKA, Azure ML, Tensorflow, R Programming, OpenCV, Matlab, Hadoop, Artificial Intelligence program using PROLOG, Robotics software, TCP-UDP Networking project, cloud computing, etc.

PCA is principal component analysis. It is a dimensionality reduction technique cause it removes linearly depending vectors resulting in lowering features without impacting the accuracy like if want to predict housing prices then area would work for both area as well as length so length can be removed as they are dependent vectors in vector space. For more details hire me I would love to do this work

only preprocessing you want?! that's fine. I will do it. please share more details so we can proceed further. thank you.