Student performance and influencing factors indicator using machine learning

I have experience doing factor and predictive analytics. My day job involves helping business with problems very much like yours. I checked your data. It requires analysis first. Below are types of analysis that I can do using your data: - Cross-Subject variable importance tests. I will tell you which subjects correlate (have predictive power) over grades in other subjects - Cross index variable importance tests. On top of the above I will tell you which are the most important factors on getting a high (above 80%) grade. Is it attendance or participation? - Magnitude of effect tests. I will do sensitivity analysis to determine what is the impact of your factors on individual subject grades. If you reduce attendance by 1% how much does that impact your average grade? - I can build predictive models of increasing complexity to try and predict if a student will score above 80%. Regression, Decision trees, random forest - Cluster analysis. Cluster students by attendance & participation. Analyse differences between groups. See which groups perform best. Get in touch by chat. 7 days - i take my time and do it well. if needed in quicker we can negotiate around my availability. Regards, Alan

Experienced data scientist who has successfully delivered more than 70 machine learning projects with 5 star feedback. Ranked within top 1% data scientists globally on Kaggle (a google backed platform for data science competitions), I assure top notch quality in the work. Am well versed with all kinds of linear, non-linear, decision tree based, deep learning algos hence would be to do this task within 3 days. Looking forward to hearing back from you !

Hi, We have team of ACM-ICPC Finalists and Competitive Programmers and have stronghold on Computer Vision, NLP and Optimization algorithms. We can guarantee you the project completion after discussing details about the project. If you are interested, Shall We discuss details about the project? About Us: Competition Expert on Kaggle Competition Expert on Codeforces ACM-ICPC Regional Rank - 32 Winner of more than 10 Programming & Data Science based contests. We have started working on freelancer recently but we are already providing our services to our clients based in USA, UK, India, UAE, KSA. We assure you a 100% quality work, Please feel free to connect on private chat. Regards, BellaMenteInc

As a guru in ML, Python & .Net, I wish to express my interest for this project. Please note, I have 10+ years of experience. Kindly, let us discuss/negotiate the details in chat. Cheers

I have Ph. D in statistics with vast experience in studying and running data analysis using MatLab for various methods. I can do your project efficiently

Having experience in Machine Learning and deep learning, I am confident to complete the task within the stipulated time frame Relevant Skills and Experience Python, orange, scikit learn, r, weka, NLP, machine learning etc

I have good knowledge of Statistical analysis and Machine learning algorithms in Python and R. I have seen the provided dataset and I already have a good idea of what the code should look like.