Difference between statistics and data analysiscông việc

Tôi là 1 công ty start up đang muốn đầu tư về 1 thương hiệu về chăm sóc tóc, hiện tại tôi đang không có gì cả. Và tôi đang muốn tính tổng c...hiện tại tôi đang không có gì cả. Và tôi đang muốn tính tổng chi phí tôi cần phải đầu tư và giá bán ra hợp lý. và tôi cần 1 người có kiến thức về quản lý tài chính để giúp tôi làm việc này. chi tiết tôi sẽ trao đổi rõ thêm sau khi tôi kiếm được bạn freelancer. I am a start-up company looking to invest in a hair care brand, currently I have nothing. And I'm looking to calculate the ...

Mình cần 1 bạn có kiến thức về Program Language, code analysis, basic security để cùng làm 1 algorithm để phân tích lỗ hỏng bảo mật trong mã nguồn C/C++ Trong source C/C++ sẽ có rất nhiều lỗ hỏng bảo mật như tràn bộ nhớ, integer overflow v.v.v. Thì mình sẽ phân tích code để tìm ra những lỗ hỏng đó Ngôn ngữ input là code c/c++. Còn việc dev bằng ngôn ngữ (python, v.v.v) Thì không quan trọng nha

cần một lập trình viên viết có kinh nghiệm về machine leaning và text analysis sẽ theo dự án với mình (3-4 tháng). Vì dự án khá chi tiết và đòi hỏi chút thời gian trao đổi trực tiếp.

I am looking for an experienced Data Scientist who can mentor me 1~2 days a week for 2~3 months (mentoring hours explained later). We will study together online. My mentor should have at least 2 years experienced working as a Data Scientist, and have deep understanding of statistics. My mentor would have examples and documents, to help me learn the followings: - Statistics, including Probability Theory. - Logical Thinking: How to understand business requirements and convert them into research tasks, how to use data to find new insights, how to conduct research, how to make conclusions from research. - Skills as a Data Scientist: feature and relationship analysis, tests (t-test + p-test), big data... - My...

...with an existing API integration between SilverStripe website and REX Software, with a focus on correcting a data issue that is causing the server to fail with backing up the website due to disk usage. The server technician said: "The disk usage is at 80% so a dump would fail as it would need more space to create a sql file to be transferred. It looks to be an issue with REX and the website framework SilverStripe. It may be that REX is not configured to remove (dump) old data." Your role will involve correct the error so the server does not continue to reach its disk usage and implementing a seamless API integration that successfully synchronizes and updates property listings between these two platforms. Ideal Skills:...

I'm in need o...from Ghana who can assist me with interview transcription and Akan language translation for market research purposes. Required Skills/Experience: - Proficiency in Akan language and English - Experience with market research data collection and transcription - Excellent attention to detail - Ability to maintain confidentiality The candidate should be able to translate interview transcripts from English to Akan, while ensuring the accuracy and quality of the data collected. The collected data will be used for qualitative analysis, so the individual should have a good understanding of the market research process. This project will be ongoing, with the possibility of more work in the future. Experience in market r...

...need of a skilled investigative journalist with a keen eye for detail, and a tenacious attitude towards unearthing the truth. My project involves delving into some messy details involving freeholder corruption and their lawyer, who had been committing fraud and perjury repeatedly therefore, we can prove it .a background in political and corporate corruption is necessary. Essential Skills: - Investigative Journalism - Political/Corporate corruption exposure - Analysis of legal documents - Interviewing witnesses Project Outline: - The focus will be on exposing corruption within freeholders and their legal advisor. - I offer initial evidence in the form of documents and witness testimonies. - Extracting, corroborating, and confirmin...

I have a simple python script that interact with an API that takes data from said api and outputs it in a table. The service where I use the API also has a website where I can see in the same table format the exact same data. Pandas know how will help. My problem is that the data from API and from service is mismatching. Your job is too look and identify where the problem is. You will receive both program (simple streamlit app that runs locally) and login details to website to cross check.

...enhancements and optimizations to make the game more engaging. The game is live and running -- Key Tasks: - Implement new graphics and animations: I'm particularly interested in having car, background, and other animations added. These should be creative and interactive to enhance the player experience. - Incorporate sound effects: Sound is an important aspect of any game and I'd like to include sound effects that enhance the overall experience. - Perform necessary bug fixes and improve the game's performance, rendering, scaling, and responsiveness: Ensuring the game runs smoothly on ANY browser (desktop or mobile) and without any issues is crucial. - Enhance the website's completeness and socia...

...communication between Raspberry Pi and Panasonic Servo Driver (Model Number: MDDLT55SF) - Setting up CC-Link IE TSN communication between Raspberry Pi and Mitsubishi Driver (Model:MR-J5W3-222G) - Writing code for controlling the servo driver from the Raspberry Pi - Testing and debugging the system - Providing support for any issues that may arise during the project Previous experience with Raspberry Pi and Panasonic Servo Drivers is a must. Additionally, the ideal candidate will have a strong understanding of programming in Python, as well as a background in robotics or industrial automation. GUI in Raspberry Pi will have START button. When we click on start button: Step 1: Communicate with Start Panasonic Servo Driver 1 to rotate the Servo...

I'm seeking an experienced web designer to create an informational website for me with a focus on usability and aesthetics. Key features must include an interactive contact form, providing direct communication between visitors and myself. Additionally, the site must be optimized for mobile viewing, ensuring a seamless experience across different devices. Ideal skills for this project: - Web design expertise, with a special focus on informational sites - Experience in creating interactive contact forms - Strong understanding of mobile optimization to ensure cross-device compatibility

...can tap into Yahoo's fantasy football datasets using their API and extract various essential pieces of historical league-specific information. The main requirements of my project include: - Extracting information like player statistics, team standings, draft results, transactions (trades and adds/drops), weekly schedules (head-to-head matchups by week), weekly lineups, scoring settings, and league settings The Yahoo API Endpoints you'll need to use as inputs to derive the above data extracts for a particular league are: - the associated League ID (each league created by Yahoo is given it's own unique ID that a league member can provide) - the associated Game Key (there is a unique Game Key provided by Yahoo by fantasy sport and ...

I'm looking for a professional to create a monthly income statement in Excel spreadsheet format. Key Requirements: - The task is to generate an income statement. - The data must be accurate and well-organized. - I would like to have the report in Excel spreadsheet. - The report should be delivered on a monthly basis. Ideal Skills: - Proficiency in financial reporting and analysis. - Advanced Excel skills. - Attention to detail. - Experience in creating income statements. - Timely delivery.

...provide a detailed force analysis, create a CAD model, present concept sketches, generate a Bill of Materials (BOM), conduct Finite Element Analysis (FEA), and provide cost estimates. Key Responsibilities: - Designing a small mechanism (I will specify details if awarded). - Conducting thorough force analysis to ensure the mechanism's efficiency and safety. - Providing a detailed CAD model of the designed mechanism. - Creating concept sketches for visualization. - Developing a Bill of Materials (BOM) for easy procurement of the required parts. - Performing Finite Element Analysis (FEA) to ensure the mechanism's stability. - Providing accurate cost estimates for the entire project. The ideal candidate should have: - Proven experience i...

...Alyeko, Ben Otim, and Emma Mukutu - in their educational journey. Education has always been my passion and driving force. Growing up in Uganda, I witnessed firsthand the transformative power of education in breaking the cycle of poverty and empowering individuals to create better lives for themselves and their communities. It's this belief that led me to establish the Awuor Support Initiative, aiming to provide equal educational opportunities to children who are often overlooked and underserved. Donate here Alice, Ben, and Emma represent the faces of countless children in Uganda who are eager to learn but face barriers beyond their control. Alice, at 6 years old, is full of curiosity and potential, while Ben

...uncovering market insights and driving successful marketing strategies? Look no further! Our company is seeking an experienced Online Marketing Research Specialist to join our team. Here’s what we’re looking for: Product Research: Dive deep into online products, gathering essential details about features, specifications, and availability. Manufacturers and Suppliers: Identify reliable manufacturers and suppliers, ensuring access to top-quality products. Pricing Insights: Analyze pricing trends to empower informed decision-making. Market Understanding: With a sharp eye for product marketing, provide valuable insights into positioning and promotion strategies. Qualifications: Bachelor’s degree in Marketing, Business, or related field....

...help my website gain more visibility and increase lead generation. Key responsibilities: - Develop a comprehensive SEO strategy to enhance website traffic, search engine rankings, and lead generation - Implement on-page optimization techniques to improve the website's performance on search engines - Conduct detailed technical SEO analysis and suggest/implement changes - Regularly monitor, report, and adjust SEO campaigns for optimal performance Ideal skills and experience: - Proven experience in SEO management with a track record of increasing website traffic, search engine rankings, and lead generation - In-depth understanding of on-page optimization and technical SEO - Excellent analytical skills to measure effectiveness ...

...based on past results and statistics. Key Features: - Football-exclusive: The platform will solely focus on football matches, providing users with a dedicated and comprehensive football betting experience. - Statistics & Past Results: The platform will need to integrate live and historical football data, allowing users to make informed bets based on trends and performance metrics. - User Funding: I'm open to suggestions on how users should fund their betting accounts. Please propose a seamless, secure and user-friendly system that suits this platform. Ideal Skills and Experience: - Extensive experience in developing sports betting platforms, especially for football. - Proficiency in integrating live and his...

I have a bulk of handwritten records that needs to be typed into a spreadsheet. The data will be used for analysis, so accuracy is important, though minor errors are acceptable. Key requirements: - Convert handwritten records into a digital format - Enter the data into a spreadsheet - Ensure moderate accuracy with minimal errors Ideal Skills: - Data Entry - Fast Typing - Attention to Detail - Basic Knowledge in Data Analysis - Experience with Handwritten Data Conversion would be a plus

...developer who's proficient in HTML/CSS and JavaScript. I require the person to be Australian based The main tasks include: - **Interactive Forms Implementation:** The developer should be able to create interactive forms that are user-friendly and smoothly integrate with our current web page. This will involve a combination of design and programming skills to ensure a seamless user experience. - **Shopify Linking for Event Ticketing:** The main function that needs to be implemented is a robust ticket sales tracking system. This will involve setting up a connection between our web page and Shopify, ensuring that ticket sales data is accurately tracked and reported. Ideal skills and experience for this project include: - Pro...

...implementation of our EDI system. This freelancer should have a deep understanding of Electronic Data Interchange (EDI) along with ample experience in its implementation. Key tasks include: - Data Mapping: A core aspect of this project will be to ensure efficient data mapping across our EDI system. This requires a solid grasp of data structures, formats, and flow within EDI. - Partner Setup: You'll be involved in setting up our EDI partners, ensuring seamless communication and transactions between various entities. This project is focused on the implementation phase. Ideal candidates will have prior experience in the successful implementation of EDI systems. You should be adept at identifying and rectifying potential issues ...

...comprise multiple worksheets showing the models, the regression analysis summary, the comparison of model performance, the decision tree, and the calculations you used to answer the task questions that require you to complete in Excel USING SOLVER. -report should be mainly for the economic order quantity (EOQ) analysis and the answers to the qualitative questions. No introduction -1900 word report -There should be at least FOUR worksheets in the Excel workbook. Two of them should show the following two demand forecasting methods that you are required to use to forecast the demand of 5 kg ice bags at Caltex, a petrol station in Melbourne. 1. Moving average 2. Static method. for the other two: summary of the regression analysis for the static method. T...

I'm seeking a skilled digital artist with experience in pop art for a commercial project. Key Requirements: - Proficiency in digital art software Photoshop - Proven experience in creating pop art - Ability to translate ideas int...Requirements: - Proficiency in digital art software Photoshop - Proven experience in creating pop art - Ability to translate ideas into compelling commercial art Your role will be to create digital art in the style of pop art. This art will be used for commercial purposes, so a strong understanding of marketing and visual communication is a plus. Visuals should be bold, colorful, and with a touch of modern flair that defines pop art. You should be able to maintain a balance between creativity and commercial appeal. Please attach...

Being familiar with grocery industry finances, I need an expert to conduct a detailed analysis regarding a store's annual profitability. This involves but is not confined to: - Breaking down costs and expenses - Calculating and understanding profit margins The ideal professional must have experience in financial data analysis with exquisite accuracy. Favorably, knowledge or background within the grocery retail sector is advantageous. The final analysis report should be delivered in a well-structured PowerPoint presentation that encompasses all key findings. It's important for the report to be clear, and easy to understand for non-finance personnel. I am open for any approaches or suggestions, as long as they fulfill the core object...

I have a WordPress-based website with between 10 to 50 pages. The content, including the company name and city name, needs to be replaced. - I'll provide guidelines for the new content, but you'll need to generate it based on these guidelines. - No changes are required for the website's SEO settings. - Your primary task will be to understand and mirror the style and tone of the existing content while updating the key details. Ideal Skills and Experience: - Proficient in WordPress and content management - Strong grasp of SEO principles - Experience in content writing or rewriting - Ability to follow guidelines and maintain consistency in writing tone and style

I am seeking an expert in artificial intelligence (AI) and education to develop an engaging seminar for college students. The aim is not only to build upon their basic understanding of AI, but also to highlight its ethical usage in an academic context and potential repercussions of AI-enabled cheating. Your responsibilities will include: - Creating a comprehensive presentation that explains AI's role in research and data analysis. - Demonstrating how AI can be used effectively for school purposes while also maintaining academic integrity. - Addressing the possible consequences of AI cheating in a straightforward and memorable way. Ideal candidates should have: - A solid background in AI and a deep understanding of its application in e...

I am searching for an experienced copyeditor to ref...searching for an experienced copyeditor to refine a Science Fiction/Fantasy novel of mine. The manuscript is of moderate length, ranging between 50,000 and 100,000 words. Task Details: - Proofread and correct all grammatical, spelling, and punctuation errors. Ideal Candidate: - Must be proficient in English language and grammar. - Has deep knowledge and interest in the Science Fiction/Fantasy genre, thereby understanding its tropes and norms. - Preferable experience in copyediting novels, especially within the aforementioned genre. - Work must be done by a human Please note, this project primarily focuses on fixing errors in language mechanics and does not require extensive ...

I am looking for a skilled and creative logo designer who can help to create a unique logo for my brand identity, as well as potentially assist in its integration into my future website design. Key Requirements: - Brand Identity: The logo should be a reflection of my business, its values and what it stands for. It should be easily recognizable and memorable. - Web Design Integration: While the focus is on the logo, I'm also interested in discussing how it could be integrated into the look and feel of my website. If you have web design skills, this could be a plus. Style & Color: - Style: As I'm not clear on the differences between minimalist, vintage, and modern styles, I'm open to your suggestions. - Color: I have no specifi...

...detailed business case and financial analysis document specifically tailored to secure financing and government approval for a real estate project. Key Aspects: - Market Analysis and Trends: The document should provide a thorough examination of the target market's demographics, a comprehensive competitor analysis and an in-depth look at supply and demand dynamics. - Risk Assessment and Mitigation Strategies: I need someone who can analyze potential risks associated with the project and suggest effective mitigation strategies to counteract them. - Projected Financial Performance: The document should include detailed financial projections for the project, outlining expected returns and potential challenge...

I'm looking for an expert who can put together a precise and comprehensive multifamily proforma that focuses on cash flow details. Specifics Required: - Include data on net operating income, debt service, and cash on cash return. - An in-depth monthly breakdown of these values. Skills & Experience: - Proven track record in financial analysis, specifically real estate and multifamily property market. - Professional approach with strong attention to detail. - High-level proficiency in using proforma software or Excel. - Understanding of the specifics of rental property cash flows.

I'm looking for a skilled designer-developer to develop Figma designs based on SharePoint, focusing on figma primarily. The main objective is to streamline our design and development process with a seamless bridge between the two interfaces. The project will involve: - creating design components from Figma. - Implementing those design components into SharePoint effectively and seamlessly. Ideal Skills and Experience: - Proficiency in using Figma for UI/UX Design - In-depth knowledge of SharePoint's interface - Experience in carrying out integrations between design and development platform Only those with a proven track record of Figma-SharePoint integrations should apply. I look forward to working with someone who can help ease our de...

I'm seeking a professional to create an Information Memorandum specifically aimed at securing financing from venture capitalists and or private equity. This document should include detailed financial information, such as: - Revenue projections - Profit and loss statement - Balance sheet - Adopt government statistics - Market & Industry Analysis - Design funding models The ideal candidate for this job should have a solid background in finance, business analysis, and experience in creating successful Information Memorandums for the Australian market. They should be able to present complex financial data in a clear and concise manner to appeal to potential investors.

I need a logo design for my hair salon, "CXR Hair Studio". I'm looking for a simple and sleek text-based logo. You can have the words “cxr” and “hair studios” in different fonts to spice it up. The main requirements are: - Color Scheme: The logo should have a black background with white letters. The words “CXR” and “hair studios” can be in different fonts to spice it up as well. This minimalist approach will help maintain a clean, professional look that's essential for a hair salon. - Font Style: I'm hoping to have an elegant font style for the logo. This will give it a sophisticated and stylish visual appeal. - Graphic Elements: I'm not looking for any graphic elements to be incorpo...

I am seeking an expert in machine learning and computer vision who can craft an advanced object detection algorithm. This algorithm will be employed in outdoor settings and must have the capability to accurately identify vehicles, animals, and pedestrians. Essential Skills and Experience: - Expertise in Machine Learning and Computer Vision - Understanding of outdoor environments and their varied conditions - Prior experience in developing object detection algorithms - Familiarity with vehicles, animals, and pedestrian detection The goal is to devise an algorithm that can track and distinguish between multiple objects in outdoor scenes with different weather, light, and visibility conditions. It should perform reliab...

...residential floor plans. Scope of work: Update plans and make necessary modifications per information below. We want to make some changes to the attached plans. The main objective was not to compromise the roof lines and exterior. Scope of work- Masterbath- Bumpout for Tub with side roof. Will not affect main roof. Masterbath and Closet reworked and extended this area along with the garage back 5’-0” existing roof pitch will extend. Bedroom 3- Extended this area back 5’-0” and added a pitch roof to the existing roof line. Moved rear porch demising wall over 3 ft to expand the width of this room. Need to resize living room windows next to back door. Prefer Qty.3 3060 windows with 3080 door in living room. No need to u...

...online module on research methodology. This module is aimed at non-clinical staff and graduate students who are beginners in the field of research methodology. Key Objectives: - Develop a module consisting of 5 to 10 engaging lectures - Covering key topics such as Introduction to Research Methodology, Data Collection Methods, Data Analysis Techniques, Basic Statistics, and Writing Manuscripts for Publication - Ensure the content is beginner-friendly Ideal Skills and Experience: - Experience in developing educational content or courses in the field of research methodology - Strong understanding of research methodology and the ability to simplify complex concepts for beginners - Good knowledge of basic statistics and ...

I am seeking a proficient Revit and AUTOCAD and ETABS. Looking forward to working with you. Thank you.

I am seeking an experienced engineer to design and implement a two-axis machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary navigation strategies and motion control algorithms will be required. - Providing real-time position feedback to the user. Your extensive understanding of feedback mechanisms particular to these types of systems is a must. Ideal expertise for the job includes: - Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw...

I'm seeking a highly experienced web and app developer to create a top-tier informational website and corresponding Android and IOS applications. Key Functionalities: - The website and applications should be rich in features to provide a seamless browsing experience for the users. - I require a blog section that is easy to navigate and manage. - A robust contact form that seamlessly connects to my email system. - A subscription option for users to stay updated with the latest information. Page Estimation: I anticipate the website to have between 5-10 pages. Ideal Skills and Experience: - Proficiency in website and application development for both Android and IOS platforms. - Strong experience in building information...

...Payments: You will be responsible for generating and sending out invoices for us. This requires precision and attention to detail to ensure the accuracy of every invoice. - Account Reconciliation: Another key task will involve balancing and reconciling accounts. This will involve using both QuickBooks and FreshBooks software, so experience with these platforms is essential. - Customer Communication: You will also be communicating with our clients regarding billing and payment issues. Clear and effective communication skills are crucial for maintaining good relationships with our customers. On average, we generate between 50-100 invoices per month, so the ideal candidate will have experience managing a similar volume. Experience in the ac...

I ordered a 16’ x 24’ storage shed from Heartland Sheds company, but they could not install it due to my steep slope here. But I already submitted my permit request for it and it was approved. The contractor who supposed to assemble the shed on site suggested to build a cinder block foundation than he could put the shed on it. I did that, but now the building inspector wants me to get an Appendix G form filled out and stamped by a PE to verify the footer and foundation meets NC building codes. Luckily I have plenty of photos and receipts documenting the entire project from excavation to finish. I offer $1,000.00 to get the job done.

...professional who can address the issues with my current website, which is about 5 years old and has been experiencing error messages. If it's a quick fix, we can proceed with that, but the main aim is to transition to a new solution. Key Tasks: - Review and fix the current error messages. - Backup the current website to prevent data loss. - Develop a new website from scratch, ensuring a clean installation. - Migrate our existing data to the new platform. The key focus for the new website should be on enhancing security, given our experiences with the current site. Content Transition: We aim to maintain the current content with only minor updates. It's important that the freelancer respects the existing narrative and makes changes only whe...

...skilled individual who is proficient in blockchain and wallet analysis, specifically on the Arbitrum blockchain. The project involves analyzing transaction patterns and wallet balances and activities. Key Requirements: - Proficiency in blockchain analysis, particularly on the Arbitrum blockchain - Ability to identify patterns and trends in transactions - Proficient in analyzing wallet balances and activities Deliverables: - A comprehensive report that includes methodology, analysis, and conclusion - The report should be presented in a combination of written format and visual presentation (charts and graphs) Please note that I will provide you with access to the necessary pages and data on Arbi...

I am seeking a YouTube analytics expert to help improve t...expert to help improve the watch time analytics of my channel. Key Responsibilities: - Analyze current watch time patterns and identify areas for improvement - Provide recommendations to boost viewer engagement and retention - Suggest strategies to enhance the overall analytics of my channel Ideal Candidate: - Proven experience in improving watch time analytics on YouTube - Strong understanding of viewer behavior and engagement on the platform - Excellent data analysis skills - Up-to-date knowledge of YouTube algorithms and best practices - Experience in the entertainment content industry would be a plus Please note, I am looking for someone who can not only analyze the data but...

I'm in need of a Zapier expert who can create integrations and help with automation workflows. The role will also involve providing coaching and accountability via screenshare. Key Responsibilities: - Set up Zapier integrations between Trello, Airtable, Google Drive, Google Docs, Todoist, and Make.com. - Create automation workflows to streamline processes and improve efficiency. - Provide guidance, coaching, and accountability through a screenshare format on live calls. This is a role that requires a high level of expertise in Zapier, as well as good communication and coaching skills to guide me through the process and keep me on track. Because here are lot's of bots, Interested applicant, send the subject: &ld...

...professional to assist with a small data entry project. Key Responsibilities: - Data entry with formulas: You should be proficient in Excel and comfortable working with spreadsheets that require formulas. - Handling digital data: You will be provided with data in a digital format, likely an Excel or CSV file. Ideal Skills: - Advanced Excel skills: You should be well-versed in Excel, particularly in data entry and formulas. - Attention to detail: Precise data entry is crucial for this project. - Efficient and organized: I'm looking for a freelancer who can manage their time and workload effectively. Please note that this is a straightforward project with no requirement for data analysis or visu...

...advertisement. Key Requirements: - The video should be engaging and visually appealing to capture the audience's attention throughout. - A clear understanding of the product's features and benefits is necessary, as the animation should effectively communicate these. - The video must be between 1 to 2 minutes in duration. - I'm open to creative ideas in terms of style and approach, as long as it aligns with the product's branding and target audience. Ideal Skills and Experience: - Proven experience in creating 2D animations, preferably for product advertisements. - Strong storytelling and visual communication skills. - Ability to work collaboratively, taking feedback and incorporating changes as necessary. ...

I'm looking for a skilled freelancer with prior experience in data scraping to help me extract specific text content and URLs from a public site. Key Details: - Your main task will be to collect the text content and URLs from the site. - Previous experience in a similar project is a must. - Please provide me with details regarding your experience in your application. The purpose of this data scraping project is for market analysis.

...promoting literacy and education through a digital platform, targeting the general public. The Idea of the project is to translate sceintific papers/articles onto the Arabic language. Articles will be primerly from the English language for the time being but the longer aim is to include more languages, like chinese/russian/german/french..etc. some articles will require permissions but we can start with open source articles as a start. the articles will be published after translating them into arabic in a website and then they will be available to read for free, but for downloading the pdf file of the translated article, readers will need to register an account. Service is free of charge. a demo website will be available soon for more calrity. Key Components: - Market A...

...evaluating potential investments Data Source: 200+ proprietary historical records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) • Implementation methods for feature selection (e.g. correlation Analysis, feature importance, etc.) • Identify and run different algorithms (e.g., logistic regression, decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation • Performance metrics (e.g., accuracy, precision, recall, F1 score, ROC-AUC) • Score Calculation and...