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Python-Based Sales Prediction Analytics

₹600-1500 INR

Færdiggjort
Slået op cirka 2 måneder siden

₹600-1500 INR

Betales ved levering
I'm in need of an experienced Data Analyst proficient in Python to carry out a predictive analysis on our sales and safety data. This will involve working with sales revenue, the number of units sold, and regional sales data. The goal of this project is to interpret our historical data to forecast future trends and make informed business decisions. Key Responsibilities: - Perform data cleaning and pre-processing activities - Apply Python to carry out predictive data analysis - Generate valuable insights suitable for strategy making Ideal Skills and Experience: - Proven experience as a Data Analyst - Strong knowledge in predictive analysis - Proficient in Python for data analysis - Understanding of sales data and metrics - Excellent analytical and problem-solving abilities - Previous experience in the retail sector will be a bonus Need the help to solve the below 2 problems: Problem 1: Linear Regression You are a part of an investment firm and your work is to do research about these 759 firms. You are provided with the dataset containing the sales and other attributes of these 759 firms. Predict the sales of these firms on the bases of the details given in the dataset so as to help your company in investing consciously. Also, provide them with 5 attributes that are most important. Problem 2: Logistic Regression and Linear Discriminant Analysis You are hired by the Government to do an analysis of car crashes. You are provided details of car crashes, among which some people survived and some didn't. You have to help the government in predicting whether a person will survive or not on the basis of the information given in the data set so as to provide insights that will help the government to make stronger laws for car manufacturers to ensure safety measures. Also, find out the important factors on the basis of which you made your predictions. I'm looking forward to receiving your innovative proposals and working together to drive our business forward.
Projekt-ID: 37814929

Om projektet

14 forslag
Projekt på afstand
Aktiv 1 måned siden

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Greetings, Thank you for considering my application for this project. As an AI Engineer and Developer with over 8+ years of experience, I bring a wealth of knowledge and expertise in the field of Deep Learning. I have carefully reviewed the project description and am eager to discuss your specific needs and requirements in more detail. My commitment is to provide dedicated support and consistent follow-up throughout the project's lifecycle. Please feel free to reach out to me to further discuss how I can contribute to the success of your project. Looking forward to the opportunity of working together. Best regards, KuroKien
₹1.500 INR på 1 dag
4,9 (213 anmeldelser)
6,5
6,5
14 freelancere byder i gennemsnit ₹1.436 INR på dette job
Brug Avatar.
Hi, I am a data analyst/statistician and Economist with more than 5 years of experience. I can do your project, Please take time to check my profile and then you decide to contact me.
₹1.050 INR på 2 dage
4,8 (65 anmeldelser)
5,9
5,9
Brug Avatar.
Dear , Hope you doing well. I read details of your project titled Python-Based Sales Prediction Analytics and I am excited to offer my expertise in statistical analysis, offering a range of services covering both basic and advanced statistical techniques. With proficiency in SPSS, Stata, Eviews, and Python, I am well-equipped to handle diverse data analysis projects. My expertise include but not limited to: Descriptive Statistics: Summarizing data using mean, median, and mode, along with standard deviation and variance. Hypothesis Testing: Employing t-tests, ANOVA, and Chi-Square tests to draw inferences. Correlation Analysis: Evaluating relationships between variables using Pearson, Spearman, or Kendall correlations. Advanced Statistical Analysis: Regression Analysis: Building predictive models with linear and logistic regression. Time Series Analysis: Identifying trends and patterns in time-based data. Factor Analysis and Principal Component Analysis: Reducing dimensionality for data simplification. Multivariate Analysis: Exploring complex relationships among multiple variables. Sincerely Sajid Hussain
₹1.155 INR på 1 dag
4,5 (28 anmeldelser)
4,7
4,7
Brug Avatar.
As an adept Data Analyst seasoned in Python, I specialize in predictive analysis and the use of data to propel businesses forward. With an understanding of sales data at both macro and micro-levels, I will be able to expertly utilize your sales and safety data for unrivaled insights. My seasoned knowledge of both Linear Regression and Logistic Regression, endorsed by a solid record of problem-solving within the retail sector, position me optimally to analyze your firm's dataset and furnish you with the much-needed forecasts. My proficiency in Python extends beyond data preprocessing and analysis to well-honed skills in data visualization, which will enable me to represent complex information in clear, concise, and user-friendly formats. Furthermore, my deep-rooted belief that reliable conclusions derive from meticulous analysis, coupled with my commitment to quality even on a tight budget, guarantees you'll receive maximum value for your investment. Lastly, my extensive experience in Machine Learning and Data Science encapsulates success stories around predictions based on available data - something that aligns perfectly with the task at hand. Trusting my interaction with your dataset will help produce significant variables for investment decisions or life-saving safety measures that our clients require. So leverage my diverse set of skills alongside a stress-free payment protocol and let’s drive your business forward with certainty!
₹1.050 INR på 7 dage
4,9 (23 anmeldelser)
4,2
4,2
Brug Avatar.
I can do Python-Based Sales Prediction Analytics. I am a freelancer having 7 years of experience in Python Language Development. I'm having the following skills in python: ◈ Object-Oriented Programming (OOP) in python ◈ R programming ◈ Jupyter notebook and Google Colab ◈ Data structures and Algorithms ◈ Web development with frameworks such as Django, Flask, and Streamlit and others ◈ Machine learning, deep learning, and Artificial Intelligence ◈ Database integration, including SQL and NoSQL ◈ Data analysis and visualizations ◈ Text processing and natural language processing, Tokenization ◈ Debugging and troubleshooting ◈ Functional programming ◈ Tkinter I hope I'm a good candidate for your project. I will deliver your project on time with quality assurance at affordable price. Please message me so that we can discuss more about your project.
₹1.500 INR på 3 dage
5,0 (14 anmeldelser)
3,5
3,5
Brug Avatar.
I'm Divyang Mandani, a seasoned Data Analyst proficient in Python, excited about the opportunity to conduct predictive analysis on your sales and safety data. My role involves meticulous data cleaning and pre-processing, utilizing Python for precise predictive data analysis to extract valuable insights from historical data. With proven experience as a Data Analyst, I bring a strong foundation in predictive analysis, coupled with proficiency in Python. I understand the nuances of sales data and metrics, and my analytical and problem-solving abilities are geared towards delivering impactful results. For the Government's car crash analysis, I'll use Logistic Regression to predict survival outcomes. Additionally, I'll employ Linear Discriminant Analysis to uncover important factors influencing these predictions, aiding in the formulation of stronger safety laws for car manufacturers. I'm eager to collaborate, providing innovative solutions and driving your business forward through actionable insights derived from data analysis. Best regards, Divyang Mandani
₹1.050 INR på 1 dag
5,0 (8 anmeldelser)
2,7
2,7
Brug Avatar.
I am writing to express my keen interest in the Data Analyst position for predictive analysis on sales and safety data, as advertised. With a strong foundation in data science, hands-on experience in Python, and a track record of delivering actionable insights, I am confident in my ability to contribute effectively to your project goals. For Problem 1: Linear Regression, my experience in developing predictive models will enable me to accurately forecast sales for the 759 firms provided in the dataset. I will leverage techniques such as data cleaning, pre-processing, and feature selection to identify the most important attributes influencing sales, thereby aiding your investment firm in making informed decisions. For Problem 2: Logistic Regression and Linear Discriminant Analysis, my background in data analysis and machine learning will be instrumental in predicting survival outcomes in car crashes. By analyzing factors such as vehicle specifications, environmental conditions, and individual characteristics, I will identify key predictors of survival to inform policy-making decisions aimed at enhancing car safety measures. Thank you for considering my application. I look forward to the opportunity to discuss how my skills and experiences align with your project requirements in more detail.
₹1.050 INR på 2 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
I am an experienced Data Analyst proficient in Python, and I am excited about the opportunity to carry out predictive analysis on your sales and safety data. I will conduct data cleaning, apply Python for predictive analysis, and generate valuable insights to inform business strategies. My strong knowledge of predictive analysis, proficiency in Python, and understanding of sales data make me an ideal candidate for this project. Additionally, I have previous experience in the retail sector, which will be beneficial for this analysis. I am confident in my ability to tackle complex tasks like Linear and Logistic Regression, and I look forward to collaborating with you to drive your business forward by providing actionable insights for strategic decision-making.
₹1.050 INR på 3 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
I am reaching out to express my interest in the Data Analyst position requiring expertise in Python, PowerBI, data processing, and predictive analysis. With a strong background in these areas, I am confident in my ability to meet and exceed your project requirements effectively. I have worked on car prize prediction, sales performance, web scrapping like projects. With my expertise in Python, PowerBI, and data analysis, I am well-equipped to deliver high-quality results for your project. I am committed to leveraging my skills and experience to drive actionable insights and contribute to the success of your organization. Thank you for considering my proposal. I am eager to discuss the project further and demonstrate how I can add value to your team.
₹1.500,02 INR på 7 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
I have worked as a data scienist in one of Big Four MNCs. Sales Predictions is my expertise. I have solely handled a sales prediction project of a US Food Distributor that led to an increased revenue of $2-$3 Millions. I have completed my Masters in Data Science and Machine Learning from LJMU University and sales prediction was a final year thesis project.
₹1.500 INR på 7 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
Hello there! The team of Route Analytics offers its services! Each member here has proficiency in Advanced Statistics, Economics and IT. Moreover, we are keen on writing scientific articles and researches. So, we will be glad to delve into the project and data. The price, and the time needed to complete the task depend on the volume of work. In case of any interest, please feel free to reach out!
₹600 INR på 1 dag
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
My proposal involves utilizing my proven experience in data analysis, especially predictive modeling, to dive deep into your sales data. With Python proficiency and a knack for problem-solving, I'm committed to uncovering valuable insights that can drive your business forward.
₹1.500 INR på 7 dage
0,0 (0 anmeldelser)
0,0
0,0

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Flag for INDIA
Bangalore, India
5,0
1
Medlem siden feb. 27, 2024

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