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Marketing Data Science with Python

$1500-3000 USD

Закрито
Опублікований over 4 years ago

$1500-3000 USD

Оплачується при отриманні
Overall Goal: Create a model to identify the customers more likely to accept offers. Scope: 1) Identify and justify statistically what is the best approach for our problem (classification -i.e. will accept or not-, regression – i.e. the ones that will leave more $-, or expected value -i.e. a x b). At the end our objective is the revenue (we prefer one customer using our product for $1000 than 10 customers using it for $80 for example) 2) Identify and justify the selection of the best model as well as the selection of the best features to be used (our dataset contains +300 features, we expect to end up with 5 to 8) The work must be presented in a python notebook, with comments and proper justification (ideally statistically) Challenge: We have 3 previous campaigns results where we used a custom model. Using the output of this model will possibly bias the new model, for that we have executed a control group in our full customers ‘universe for which we also have the results. The data scientist should define a strategy indicating best way to maximize all the results we have.
ID проекту: 23419841

Про проект

30 пропозицій(-ї)
Дистанційний проект
Активність 4 yrs ago

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30 фрілансерів(-и) готові виконати цю роботу у середньому за $2 295 USD
Аватарка користувача
Hello, I have around 20 years of experience in data science, data analysis and statistics; have a university degree in physics and economics. I worked on model for customers (leads) rating to define the customers that have the highest probability to accept offer in case of using phone calls. This was for insurance industry. It was enough difficult task (and I think that your task is complex and difficult also because many factors can affect the probability of offer acceptance. Some important factors can be not "captured" in available data and, therefore, all models can have a not high performance. his project can take enough long time (1-2 months).
$5 000 USD за 60 дні(-в)
5,0 (53 відгуки(-ів))
7,4
7,4
Аватарка користувача
I am a Data Scientist with 3+ years of experience in Data Analysis, Statistical Modelling, Machine Learning, Deep Learning, Computer Vision and Natural Language Processing. I have worked across various domains such as Banking, Insurance, Healthcare, Telecom, Business Development. Skills - Highly proficient in Python and R. -Building end-to-end pipelines for Modelling, Model selection and Prediction - Knowledge of a variety of Data Visualizations in Matplotlib, Plotly, Dash, Tableau, Shiny, Plotly, QlikSense. - Statistical Analysis o Regression (Linear, Logistic Regression, Multiple, GLM, Trees based Regression) o Classification (Naive Bayes, Support Vector Machine, Logistic regression, Decision trees, Ensembles - Random forests, GBM, Adaboost, XGBOOST, CATBOOST) o Clustering- K Means/ hierarchical/DBSCAN/Affinity/Agglomerative/Spectral) o Expert in Tensorflow/Theano/Keras/Pytorch Frameworks o Image Processing w openCV o Time Series Forecasting Database Management System- MySQL, MongoDB o Natural Language Processing I understand the project requirement and will deliver the desired product within the time specified. I am an individual contractor, not an agency, I can help you really quick, have been working with AI and Analytics Industries based across the world, primarily from the US, UK, and Europe. I have a preferred freelancer badge of Data Scientist on Freelancer.com, (Among top 3% percent). I would like to hear from you. Thanks Shivam
$2 250 USD за 7 дні(-в)
4,7 (105 відгуки(-ів))
7,2
7,2
Аватарка користувача
Hello, I can help you with your project - Marketing Data Science with Python I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Please visit : https://www.freelancer.com/u/schoudhary1553 I have excellent command over English. I am a hard worker, productive and worthy of your attention I hope, I would be the right candidate for this post. Awaiting an affirmative response from you. Kinds Regards, Sandeep
$1 800 USD за 10 дні(-в)
4,9 (82 відгуки(-ів))
6,7
6,7
Аватарка користувача
Hey there, I am working as a professional machine learning engineer with prior experience on data science and EDA. You can check out my profile reviews to get a first impression of the deliverables i am providing. Other than that we can discuss anything about your project in chat. Regards, Nick.
$1 800 USD за 7 дні(-в)
5,0 (21 відгуки(-ів))
6,1
6,1
Аватарка користувача
Hi there - My name is Phong. I’ve read your brief and I am very interested in this project because I have good knowledge and rich practical experience in these fields. I am highly qualified for this project and would love to speak with you further about taking this project on. If you'd like to view my previous work, take a look at my Freelancer Portfolio. Regards.
$2 250 USD за 7 дні(-в)
4,9 (38 відгуки(-ів))
5,9
5,9
Аватарка користувача
Hello, I have PhD degree in machine learning. Let me directly come to the point. This problem can be solved using the combination of statistics, forecasting models, and feature reduction. I think I need more information on the data because there are many variables that may have an effect on customer spending. I would start this project by taking inspiration from the recommendation system, which will past insights to predict a product to a customer. Afterwards, we can evaluate the performance of our approach on the past data that you have on previous marketing. I am data scientist and ML expert with an experience of more than 9 years. I have developed a application for a Singapore company, which helps executive staff in making decisions to boost their sales. The system uses forecasting and many data analytics techniques to help in an increase of revenue. I think your project will take about 2 months, but I have few questions and suggestions that can help in building a better system.
$3 500 USD за 60 дні(-в)
5,0 (3 відгуки(-ів))
5,8
5,8
Аватарка користувача
I have over 7+ years of experience along with in-depth technical knowledge on Python, Flask, Node.js, JavaScript, PostgreSQL Administration, Django, MySQL, MongoDB, XML-RPC services, stores, ERP/CRM portals and implement the fully innovative and creative strategy to deliver with outstanding functionalities and user experiences. I have developed a variety of Software Applications including Hospital Management System, University Management System, Inventory Management system and many others. Developed dynamic Websites, and crypto trading indexing. Specialties: Database systems(MySQL, PostgreSQL), Can Program fluently in Java, Ruby, Python, and PHP. Proficiency in Odoo software development. Knowledge of IT Security and Assurance, Linux System Administrator, Crypto, and Binary Options Trading with more than 10x return. Extensive experience with planning to design and configuring scalable, highly available and redundant networks on Amazon Web Services cloud platforms. Message me to get more details about my relevant experience or provide info about your needs! Looking forward to hearing from you. Thanks
$2 900 USD за 20 дні(-в)
4,9 (7 відгуки(-ів))
5,2
5,2
Аватарка користувача
I am an highly experienced freelancer and an IIT Roorkee passout. I am offering services in Machine Learning, Deep Leaning, Android app development, Data Science, Natural Language Processing, Computer Vision, OpenCV, script and utility. I offer original quality services to clients throughout the world. I have deep rich knowledge and skills as I have been in this field in the past five years. Skills: - Programming(Python/PHP/Java/C/C++/C#/HTML/XML/R,JavaScript) - AI(Text Processing/OpenCV/Image Processing/Machine Learning/Data Mining) - Android development - React native development - Big Data(Hadoop ecosystem tools like Hive/Spark/HDFS/...) - AWS / Heroku
$1 500 USD за 20 дні(-в)
4,8 (10 відгуки(-ів))
4,0
4,0
Аватарка користувача
Hello, My total experience is 6.8 years in Predictive modeling Statistical Analysis, Optimization and Machine learning techniques. I have implemented data science solutions for the Digital marketing & advertising, Telecom and Insurance Industries. I am equally comfortable in using a Domain Specific Language like R & Python and statistical tools like SAS, SPSS & EViews. Being excellent in communication, articulate and personable with a talent of relating easily to diverse group of individuals Experience as Data Scientist Interacting with stakeholders throughout the organization to understand the challenges and design business solutions for the same End to end project execution starting from data exploration to insight generation and recommendations Device predictive and descriptive analysis techniques and machine learning algorithms in various projects Coordinate with different functional teams to implement models and monitor outcomes. A drive to learn and master new technologies and techniques. Statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees and text mining, text classification models and Neural Network Querying databases and using statistical computer languages: R, Python and SQL Visualizing/presenting Analysis/Insights/results to business Masters in Statistics –
$2 500 USD за 7 дні(-в)
4,6 (12 відгуки(-ів))
4,2
4,2
Аватарка користувача
hello sir , I am a machine learning engineer having 5+ years of experience . I have done many projects on image classification either in agriculture sector or in medical sectors. I have used many framework for object detection like pytorch,mxnet , tensor flow ,keras , caffe . some of my projects are identification of different types of notes object detection using YOLO or RCNN custom object detection brain hemorrhage subtypes detection I hope you will like my profile . PLEASE email me for more details where we can discuss the project in deep. And I am pretty sure that you will get best results ever.
$1 500 USD за 7 дні(-в)
4,7 (15 відгуки(-ів))
3,8
3,8
Аватарка користувача
Hello, I am a machine learning engineer with 2+ years of experience in application of statistical models on structured and unstructured data to derive predictive business insight, with application of analytics in problem solving. I perform exploratory data analysis, data mining and machine learning as part of data science experience in real life projects. Passionate about Scientific research, Deep Learning, Big data analytics and Artificial intelligence. Accomplishments: IBM Data science professional certificate. IBM Advanced data science certificate. Technology Stack: Python R
$1 944 USD за 7 дні(-в)
4,7 (4 відгуки(-ів))
3,9
3,9
Аватарка користувача
Hello, how are you? I hope you have a bright day/evening from your side. I have read the details provided, but please contact me so that we can discuss more on the project. I believe I have the required skills in this case
$2 250 USD за 7 дні(-в)
3,7 (18 відгуки(-ів))
5,0
5,0
Аватарка користувача
Hello, Greetings..!! I am a Data scientist with over 3 years of working experience and have done many projects on AI for clients. Some of them are Sentiment Analysis, Image Classification, Text Classification, Chatbots, Price prediction system, Text summarisation, Article spinner and so on. The technologies I work upon are Machine learning, Deep learning, Computer vision, NLP, Chatbots etc. I have read your requirements and can definitely help you out with this one. Let's talk in detail about what you need and start working on it. Looking forward to hear from you.
$1 500 USD за 10 дні(-в)
4,8 (4 відгуки(-ів))
3,4
3,4
Аватарка користувача
We are a team of Data Scientists comprising of IIT graduates and Statisticians Our area of Expertise: -Statistical Modeling and Machine Learning o Regression (Linear, Logistic, Multiple, GLM) o Cluster Analysis, Decision Trees, Regression o Classification (Naive Bayes, SVM, SVC, Decision trees, Ensemble - Random forests, Gradient Boosting) o K Means/ hierarchical/DBSCAN/Agglomerative -Deep Learning o Programming Languages: Python, R o Libraries: Tensorflow, Keras, OpenCV o Models: RetinaNet50, ResNet, YOLOv3, CNN, R-CNN, MASK-RCNN o Projects: Object Recognition and Dimension Enumeration in Aerial Images - Data Mining o Scrapy, Requests, BeautifulSoup and Selenium o Web scrapping using APIs -Database and Data Warehousing MongoDB, SQL, Cassandra, Oracle We will be happy to work with you on this project. We can discuss further details. Looking forward to hearing from you soon. Thanks.
$2 250 USD за 7 дні(-в)
5,0 (1 відгук)
3,3
3,3
Аватарка користувача
Dear sir. I read your project description very carefully. I've really rich experience in Python & Data Science Programming, so your project is very interesting to me. I'm really confident about your project, and very eager to join it. If you give me a chance, I'll do my best to provide wonderful result. I believe this will be a good starting point of the business relation between us. Looking forward to your response. Thank you.
$2 000 USD за 7 дні(-в)
5,0 (3 відгуки(-ів))
2,9
2,9
Аватарка користувача
Hello, It needs Machine learning, Data Mining, Deep Learining. i am an expert in this field. i made programs that can measure Fish Tail size , road side distance, foot size and hole diameter and distances between them. I've experienced the Face, Motion Detection program development a lot. I'm a Software Engineering expert. And I lead a good team. Program languages that I mastered are such as Python, c/c++, vc++. While I read your proposal, I'm very confident that I can do that perfectly. The important point for your project is just for me to focus on your program clearly an correctly. If you are satisfied by my suggestions, pls send me message and chat with me. Thank you for your consideration. Yours sincerely.
$1 500 USD за 7 дні(-в)
5,0 (2 відгуки(-ів))
2,6
2,6
Аватарка користувача
I love turning raw data into story-boarded reports that provide actionable insights to executives, or communicate complex data in a simple way to other audiences. I have done few tens of successful projects in Excel, Data Cleaning, Data Extraction, Data Mining, Tableau, Machine Learning, python and more. I do take pride in the satisfaction of my Clients with the work done for them. Further, I have 7 years’ experience as a Sr Data Analyst, bridging the gap between industry and technology to deliver successful IT projects. My combined experience gives me the ability to quickly integrate into new environments, have a good understanding of the environment and get to work quickly.
$2 500 USD за 15 дні(-в)
5,0 (1 відгук)
2,8
2,8
Аватарка користувача
Hello there, I am a data scientist with more than 8 years of experience delivering machine learning models and an experience working full time in the past with Asian Analytics Giant, Fractal Analytics. I can deliver this project smoothly if the budget requirements are met. Best, Yash "If you torture the data long enough, it will confess"
$3 000 USD за 7 дні(-в)
5,0 (1 відгук)
2,9
2,9
Аватарка користувача
Developed my expertise in machine learning by completing core specializations in Data Science. Analyzed different industries dataset for designing algorithms related to predictive modeling but not limited to energy, medical, automotive, housing, traffic, banking, and education. At present, giving solutions to customers in Data Science as a Freelancer and an Independent Contractor. Provided Machine Learning solutions to JND Financial LLC (US Firm) for post-secondary student’s loan approval. Designed a model through Deep Neural Network using Keras for predicting loan application outcomes in terms of accepted or rejected, assisted through binary classification, data visualization, feature engineering, and statistical analysis. The post-secondary college data of IPEDS (Integrated Postsecondary Education Data System) comprises of more than 2000 features and through feature engineering, we created all the three new features earnings, repayment, completion rate to design algorithm. The model is efficient as the training and validation loss is almost the same with accuracy 0.87. A comprehensive report is also provided. Created a model through Logistic Regression for telecommunication firms, to predict when its customers will leave for a competitor so that they can take some action to retain the customers. I can share my Data Science work (Python Programming including ETL) for your perusal. Looking forward to discussing this with you
$2 250 USD за 15 дні(-в)
4,8 (3 відгуки(-ів))
2,7
2,7
Аватарка користувача
Hi, My name is Sandeep, I am senior Mobile and Web developer with 8+ years of rich experiences. I have good skills in Python, React Native, Angular, Php and Javascript. ________________________________________________ Single point of contact to deliver end-to-end: _________________________________________________ - Custom Software and Mobile App Development - Web development, CMS based solutions, JSON, 3rd party API’s like Google maps - Business Application and Web Portals - Proficient in Platforms like NodeJs, ReactJS, React Native, Python for small and medium global customers. - PHP, Codeingnitor, HTML, CSS, Angular, jQuery, Javascript etc Our clients have come to rely on our expertise, reliability, and speed for bringing innovation to reality. Let's start the chat so that we can discuss more on the project. Looking forward to hearing from you soon. Thanks and Regards Thanks & Regards Sandeep Gupta
$2 250 USD за 7 дні(-в)
0,0 (0 відгуки(-ів))
0,0
0,0

Про клієнта

Прапор UNITED STATES
Dallas, United States
0,0
0
На сайті з січ. 15, 2020

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