Data analysis and machine learning what need to learn jobs

...focused on understanding its legal frameworks. The primary goal of this project is to gain a thorough understanding of the existing international trade regulations and agreements. Key requirements include: - Expertise in international trade law - Ability to provide a comprehensive overview of the legal frameworks - Strong research and analytical skills to translate complex legal jargon into easily digestible information Ideal applicant: - A legal professional with extensive experience in international trade law - Demonstrable background in legal research and analysis - Familiarity with the latest trade agreements and regulations The target audience for this project is primarily legal professionals who seek to deepen their...

...golfers and the 'hole-in-one' concept. Here's a brief overview of what I am aiming for: - The app is to be developed for both iOS and Android platforms, ensuring maximum reach and usability for golf enthusiasts. - I am looking for a payment gateway feature to be integrated, which will be used for the registration fee collection. However, I am open to discussing the available options with the developer before finalizing. - Golfers with active golf link numbers will be the primary target audience for this app. They will register through the app and pay a fee to participate in the 'hole-in-one' competition. - Winners of the competition will be entitled to a percentage of the prize pool, and...

I am seeking a proficient VBA developer to help me create a set of macros in Excel. The purpose of these macros is to automate the process of generating multiple files from a base Excel file, specifically for the task of data analysis. Key Requirements: - The macros should be designed to create multiple Excel files from a single base file. The output files should maintain the formulas, formats, and templates of the original file. - The macro should be designed to run on a monthly basis. - The output files can have the same format with different data. The ideal candidate should have: - Proficiency in VBA and Excel - Experience in creating macros for data analysis - Ability to deliver a reliable, efficient...

I'm in the technology industry, and I'm looking for a skilled SEO expert to help bolster the online presence of my website. I need someone with a good understanding of SEO, particularly link building, to help me acquire high-quality DA backlinks. My website is Key requirements: - Advanced knowledge of SEO and backlink building - Proven track record of successful SEO projects - Understanding of quality content production and consumer-focused link building Your tasks will include: - Conducting a thorough analysis of my website and target audience. - Developing a backlink strategy tailored to the technology sector and my consumer audience. - Implementing the strategy by acquiring high-quality backlinks from r...

...am in need of a SharePoint expert who will be on hand for 4 hours daily to assist with various tasks relating to my SharePoint site. The selected individual will be primarily tasked with: - Document management: The organization, updating, and safeguarding of crucial documents. - Workflow automation: Streamlining business processes to improve effectiveness. - SharePoint site customization: Tailoring the site to suit our specific needs. At the moment, the specific SharePoint version being utilized is unspecified, so a basic understanding of multiple versions is beneficial. There's also a need to integrate Power Automate, so experience with this tool is essential. Ideal candidates must be proficient with SharePoint, organized...

I am seeking a professional highly experienced in Sage reporting to generate standard reports for Supply Chain Management. Key examples include: Inventory Management: e.g., On-hand quantities, weeks on hand by part and storage location. Supplier Performance Management: - Spend by supplier. - On-time delivery report (receipt date vs required date). - Lead time analysis by part and supplier, including trend analysis. Open PO and aging report Additionally, there may be ad-hoc reporting needs. Ideal Skills and Experience: Proficiency in Sage Reporting software is required. Prior experience with supply chain data and reporting is highly preferred. Strong attention to detail and the ability to create accurate, ...

I am a Windows user looking for a Linux tutor to help me learn the basics of using this operating system. I would prefer to receive the lessons in the form of video tutorials. Key Requirements: - Teach the basics of using the Linux operating system - Lessons should be in the form of video tutorials Ideal Freelancer: - Proficient in Linux operating system - Experience in creating educational content - Ability to explain complex technical concepts in an easy-to-understand manner

I'm in need of a cybersecurity expert who is well-versed with Microsoft Office 365. I've recently received an O365 login report and I'm looking for someone to analyze it. Specifically, I need your expertise to identify any suspicious activities within the access logs, focusing on potential indicators of a shell attack. Key Project Details: - I'm specifically interested in suspicious access logs. Your task is to meticulously scrutinize these logs and provide me with detailed written feedback. The questioned application activity is highlighted in red. - I do not require ongoing monitoring, so this will be a one-time project. Ideal Skills & Experience: - Proficiency in Microsoft Office 365 is a must. You should have de...

...my data warehousing project, only 1st stage so it doesn't require a lot of effort. If your work is good, we can continue the rest of the stages! Key Requirements: - Data Integration: The main task is to bring in public datasets and integrate them into the data warehouse. - Reporting & Visualization: The data warehouse primarily serves as a hub for reporting and data visualization using Microsoft Power BI. Ideal Skills and Experience: - Proficient in data integration and ETL processes. - Experience with public datasets. - Advanced knowledge of Microsoft Power BI. - Solid understanding of the business needs behind data warehousing. What exactly I will need you to deliver in...

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm in need of a skilled professional who can provide a "no-rise" certificate for my residential property. This certificate is essential for obtaining a building permit. I require a comprehensive "no-rise" analysis certificate. This means that the report should outline that the proposed construction will not increase flood levels during a flood event. The ideal candidate for this project should have: - Experience in providing no-rise certificates for building permits - Expertise in flood risk assessments - A strong understanding of residential property regulations and requirements Please note that a "no-rise" certificate is not the same as a flood risk assessment report. It's focused on ensuring that the proposed building...

...English and Chinese, to assist with the demonstration and gap/fit analysis, followed by implementation,, documentation and training, for my company's Dynamics 365 Business Central system. Key Responsibilities: - Demonstration: You will be required to demonstrate the capabilities of the system to our key stakeholders. - Gap/Fit Analysis: You will need to analyze and identify the gaps between the system's capabilities and our business requirements. - Implementation: You will be responsible for setting up the Dynamics 365 Business Central system for our company. This includes configuring the system to meet our specific business needs. - Documentation and Training: You will need...

I'm in the market for a skilled software engineer with experience in Python, who can also handle machine learning tasks. Your primary focus will be on predictive analytics. Key Responsibilities: - Proficiency in Python is a must. - Strong understanding and experience in the machine learning field. - Ability to design and implement predictive models. Ideal Skills: - Proven experience in Python development. - Understanding of machine learning concepts and techniques. - Experience in creating predictive models. Please provide your portfolio or relevant experience in the field when submitting your bid.

I'm seeking a proficient and experienced data consultant with proven skills in survey data analysis. The emphasis is more on problem structuring than on statistical modelling as I would like an issue tree developed for my data. To summarize, your role will involve: - Assisting in the analysis of my survey data - Developing an issue tree for the identified problem Ideal skills for this project comprise: - Proficiency in data analysis and visualization - Experience with survey data - Ability to create a comprehensive issue tree Familiarity with data cleaning will be an advantage, though not compulsory for this task.

I'm seeking a skilled biomedical engineer to assist with configuring a Yuwell YH-730 BiPAP machine specifically for a clinical setting. Key Requirements include: - Configuration Support: The primary task is to help configure the BiPAP machine according to the specific settings recommended by our doctors. Key to this role is: - Understanding Medical Guidelines: While the doctor's recommendations are key, a good understanding of the general medical guidelines for BiPAP machine configuration is also vital to ensure the setup is safe and effective. Additional Considerations: - Integration with Other Respiratory Devices: The setup will involve integrating the BiPAP machine with other respiratory therapy devices...

...patterns to Museums, Aquariums, and Zoos, in the United States. We are seeking assistance in collecting reported visit counts for the year 2019 from 500 museums, 100 zoos, and 100 aquariums across the United States. We will send you an excel spreadsheet with the name and state of each location we would like visits counts for. Note that these ~700 locations have been pre-selected. Task: - Search the internet for reported visits to each location in 2019 - If you can find the number of visits, please enter that number in the "visits" column AND paste the link to the website / source from which you obtained that number in the "link" column - If you cannot find an official reported figure for 2019 after some amount ...

I'm in need of an AI/ML expert with a strong background in reinforcement learning algorithms and federated learning frameworks. Here’s what I’m looking for: Skills & Experience - Solid knowledge and experience with reinforcement learning algorithms and federated learning frameworks. This is a non-negotiable. Objective - The primary aim of this project hasn't been decided yet. But your suggestions and professional advice will be very much appreciated, and potentially, highly impactful to the project's direction. Target Platform - No specific platform has been decided for deploying this project yet. However, your insights will be valuable in making this determination. Feel...

I am in urgent need of an expert who specializes in setting up and configuring Microsoft Azure tenants. The following deliverables are expected: • Migrate the application from tenant to  tenant. • Set up Virtual Machines operating with Windows Server, Ubuntu, and Red Hat Enterprise Linux • Arrange Storage accounts • Provide App Services The main purpose for the creation of this tenant will be to host infrastructure. Preference will be given to those who have vast experience in Microsoft Azure setups, cloud solutions, virtual machine configurations, and infrastructure management. Experience with the specified operating systems will be an added advantage. The project needs a swift turnaround, so those with im...

As an eager recruiter of beginner and junior developers, I'm offering a chance to hone your skills and add real-world experience to your portfolio. Key Deliverables: * Full-Stack Development * Frontend and Backend Developments * Mobile Development * Artificial Intelligence (AI) * Machine Learning (ML) Expected Skills: * Proficiency in Python, JavaScript, C++ * Versatility in tackling diverse IT tasks Experience: * Entry level/ Junior but with a strong grasp of the mentioned programming languages and IT sectors This opportunity is particularly aimed at those looking to secure jobs swiftly. While the primary focus of the project has been left open, it'll be a mix of various IT tasks. A challenge-loving mindset is a...

The objective of this project is to address issues related to Facebook login functionality within our iOS mobile application. Currently, users are experiencing difficulties logging in via Facebook authentication. The project involves diagnosing the root cause of the problem and implementing necessary fixes to ensure seamless and reliable Facebook login experience for users. Key Tasks: Diagnosis of Existing Issues: Conduct thorough testing and analysis to identify the specific issues causing the Facebook login failure on the iOS app. Review Facebook SDK Integration: Evaluate the integration of Facebook SDK within the iOS app to ensure compliance with the latest SDK version and best practices. Address Authentication Erro...

*READ ENTIRE FILE AND DO NOT BID UNLESS YOU ARE AN AI EXPERT *DO NOT BID UNLESS YOU CAN COMPLETE THIS WITHIN 7 TO 14 DAYS *BID AMOUNT IS FINAL -------------------------------------------------------- I require an AI expert, preferably well-versed with OpenAI's API, to add an AI virtual assistant to my Learning Management System (LMS). Features the AI Should Have: - Natural Language Processing to understand the queries of our users. - Speech Recognition to interact with student's vocal commands. - Text-to-Speech to read lesson to student and for conversion of audible answers. Integration Requirement: - The AI assistant should be seamlessly integrated with the PDF viewer in the LMS. - Data synch...

...Development Introduction We aim to revolutionize how businesses handle compliance with GCC tax laws—introducing GCC TAX LAWS GPT, a groundbreaking AI-powered tool designed to streamline GCC Tax Laws processes and save you time and money. We are looking for an eligible and experienced programmer to develop and implement the AI and GPT platforms. The developer must understand AI requirements and develop AI functionalities in GCC tax laws. The Challenge GCC Tax Laws and regulations can be complex and ever-changing. Manually navigating these complexities can be time-consuming, prone to errors, and lead to costly penalties. The term GCC stands for Gulf Country Council, which brings six Gu...

...individual to automate a series of tasks on Microsoft Excel, Sharepoint, Microsoft Teams and Email, using Pulover Macro and AHK where needed. Requirements include: - Automating a series of tasks in Microsoft Excel. This includes data manipulation, data analysis and reporting. The process is already mapped out and can be shared with you. - Using Pulover Macro and AHK, as well as VBA to facilitate the automation process. - Ensuring the automation process involves uploading files to Sharepoint, sending messages on Teams, and emails. The key deliverable for you is not just the completion of the automation process, but a clear and concise explanation of each step once the task is finished. This will...

...seeking a proactive and dedicated Full-Time Customer Service/Project Manager to join our team and be a part of our start-up Home Services Business. You'll be the go-to person for our clients and the mastermind behind project management. This role requires flexibility, as you'll be working in US hours - EST (3pm SAST – 11pm SAST). Interested? Role Responsibilities: • Customer Support Specialist: Resolving Issues & Ensuring Satisfaction • Operational Efficiency Guru: Providing Tech Solutions & Support • HR Support Champion: Recruiting, Training, and Coaching Staff • Service Team Leader: Setting Expectations & Performance Reviews • Financial Wizard: Budgeting and Forecasting for Success ...

I need an Excel sheet that can help me analyze customer information for trends and patterns. This will involve: - Basic Formulas and Functions: The data room should have basic formulas and functions that allow for the easy manipulation and analysis of customer data. - Data Room Design: The sheet should be designed to be user-friendly and intuitive, making it easy for me to analyze the data without getting lost in the spreadsheet. - Data Analysis: The main goal of this project is to analyze the customer data for trends. So, the ideal freelancer will have experience with data analysis and the ability to create custom formulas to uncover ...

I'm in need of a seasoned professional who can assist me in improving APT detection through the development of a sophisticated AI model. Additionally, your expertise will be essential in analyzing Provenance Graphs to unearth suspicious activities. Key Tasks: - APT Detection: The successful candidate should be able to enhance the current APT detection mechanisms in place through their expertise in cybersecurity and GNN. - AI Model Development: We are looking to create an advanced AI model specifically tailored for APT detection. Your experience in this area is crucial. - Provenance Graph Analysis: Your ability to analyze Provenance Graphs and identify anomalies, potentially suspicious activities, is paramount. Ideal Ski...

I'm seeking a skilled administrative assistant to support me in the following areas: - Document Preparation: A key part of the role will be to assist in the development of documents that will be used in the market research and competitor analysis processes. This includes everything from preparing spreadsheets to developing presentations. - Market Research: The assistant will need to conduct thorough market research to help us understand the competitive landscape. This will involve looking into trends, customer needs, and industry developments. - Competitor Analysis: Equally important is the need for the assistant to conduct competitor analysis. This will involve gathering data about ou...

Part-time recruitment for fashion store tracking in NY/LA/BOSTON/ORLANDO. Take photos of local chain offline fashion stores, mainly focusing on shelves and product images. Photos are only for project analysis and will not be used for any commercial purposes. Payment will be settled directly upon completion of the photos.

In this project, I'm seeking an expert in project management and Nigerian national development to create four thorough case studies and a substantial report. The goal is to elucidate and examine the significant role project management plays in Nigeria's national advancement. Each individual case study should not fall short of a 5-page minimum and should encompass: - Introduction - Methodology - Findings - Analysis - Conclusion In these studies, the following aspects need to be addressed comprehensively: - Project objectives and goals - Project timeline and milestones - Project stakeholders and their roles - Project budget and resources - Project challenges and lessons learn...

I'm looking for a dependable Virtual Assistant wi...Assistant with intermediate experience. You'll be tackling a variety of tasks, primarily: - Email management: Sorting, forwarding, and replying to emails on my behalf. - Calendar management: Scheduling, rescheduling, reminders, and confirming appointments. - Data entry: Input and update information into our databases accurately. Basic requirements for this role include: - Fluent in English: I need someone who can communicate clearly and effectively in English. It is important that my assistant understands tasks and can relay information properly. This role may require multitasking and fast-paced work, but I'm willing to work with someone who is keen ...

I'm currently in need of a focused and knowledgeable researcher experienced in health research analysis pertaining to public health, specifically targeting adult population group. The role will include: - Profound analysis of health policies - Research to streamline methods of disease prevention - Deliver comprehensive research into adult public health initiatives The ideal candidate has a strong background in public health research, with a specialty in health policy analysis. Familiarity with or expertise in adult health initiatives is a significant plus. It is integral that you have excellent analytical skills and can deliver insightful findings.

...proficient Python coder with experience in data analysis and security systems. The task at hand comprises testing and measuring the accuracy of my existing model using the Nsl-kdd dataset. Your primary responsibilities would include: - Thorough testing of my intrusion detection system, using the provided dataset. - Extracting and predicting the accuracy of intrusions detected by the model. With a significant grasp of Python, data analysis, and an in-depth understanding of testing methodologies, you are an ideal fit for this project. Previous experience with intrusion detection systems would be highly advantageous. The ultimate goal is to evaluate and potentially enhance the efficiency of my model. Also after you...

I'm seeking to develop an educational game targeting elementary school students. This game should focus on teaching windmill mechanics. The entire project is already designed and modeled in Unreal 5.3, and ready to be shared with a game developer who needs to convert it into a video game for Android platforms and implement its mechanics. The user must have the ability to interact with the mill at a basic level, for example: open the main door, open and close windows (optional), press levers, and rotate the mill machinery. All of the model elements of the machinary are already integrated and ready to be interacted with. Some - interactions are optional because they depend on the complexity of their own mecha...

I am currently seeking an experienced professional to build a robust lead scoring model harnessing DTC attributes and merchant data. The ultimate objective here is to increase conversion rates and identify high priority leads. Key tasks will include: - Utilizing unspecified DTC attributes, as no specific attributes were selected initially - Incorporating seller data, specifically performance information and volume of products sold per merchant The ideal candidate will possess both analytic prowess and profound knowledge of DTC metrics, especially in devising lead scoring models. An understanding of merchant data analysis, with proficient utilization in maximizing conversion rates, is equally significant. Previous exper...

I'm looking for a professional, experienced designer to help elevate our vending machines' appearance and boost our brand visibility. Key Deliverables: - Incorporate our company logo prominently and in a visually appealing manner. The project involves branding of a snacks and cold drinks vending machine Ideal Candidate: - Proven experience in brand design and marketing. - Strong portfolio showcasing previous vending machine or product branding work. - Ability to translate brand values and messaging into visually appealing designs. - Understanding of consumer psychology and how design can influence behavior. - Excellent communication skills to understand and interpret our brand requirements ac...

Project Description: Calling all audio engineers and remix enthusiasts! We're excited to announce a remix contest where you'll have the opportunity to showcase your skills by editing and transforming a classic track. Your challenge is to take the song "Pump It Up" *Danzel and creatively replace the phrase 'pump it up' with 'level up'. The modification must seamlessly integrate into the track, maintaining the original singer's voice and style. Requirements Source Materials: Obtain high-quality versions of the following: "Pump It Up" *Danzel Instrumental Version "Pump It Up" *Danzel Acapella (vocals only) Edit the Acapella: Using audio editing software, replace every instance...

Hi I need to write a report about. python code, a complete Report (including an introduction, a methodology explaining your work and how you solved the problems, screenshots of the codes and results, team management, timeline, and explanation of the individual tasks for each team member, a conclusion reflecting on the whole project. Also presentation. Note: I've python script.

...Maintenance Organization, we are seeking a knowledgeable individual to develop a bespoke SMS (Safety Management System) training course in PowerPoint format. The ideal candidate should possess: - An understanding of SMS principles - Knowledge of Human Factors in Aviation - Experience with Part 145 Aircraft Maintenance Organizations The course must be comprehensive and detailed, requiring 30+ slides. It should be instructive and engaging, with an even mix of theory and practical examples. - Topics include: - Introduction to SMS principles - Human Factors in aviation - SMS attributes for Maintenance Organizations The goal of this project is to provide us with a tool to train our employees effectively in Human Factors in aviation...

...want assistance in creating an AI Chatbot tailored to provide tutoring services to high school students. This chatbot will be built on three platforms: WhatsApp, Messenger, and the Web. Key Features: * Natural language processing * Personalized learning recommendations * Real-time tracking of a student's learning progress I'm seeking a professional with experience in AI and chatbot development who can incorporate these features effectively. Critical to this project is the ability to design an intuitive and engaging learning experience for students. A background in education technology or related field would be a bonus. The end product should be a dynamic tool that aids in studying, responds fluently, su...

I'm in need of a talented system developer who can design a web-based system with an emphasis on data management and analytics. The primary function of this system will be to handle and analyze customer data. Key responsibilities include: - Building a system with robust data management capabilities - Integrating analytics measures to interpret customer data - Ensuring the system is web-based and user-friendly Ideal candidates should have: - In-depth knowledge of server-side logic - Proven experience in web-based system development - Strong problem-solving skills - Experience with data management, particularly customer data analysis From this project, I expect a system that can effectively ma...

I have a set of 13 to 15 video in need of cutting and editing, breaking down those 1 to 15 minute video into a sequence of engaging micro learning videos, each less than a minute long. Specifically, I'm seeking: - Strategic editing: breakdown into critical content that gives step by step instructional explanation of the concept into mircolearning videos . - AI integration: Insert AI video overlays to further enhance the educational aspect. - Subtitling: Incorporate readable subtitles to aid learning. - Template placement: Fit the finished product format into a predefined template for uniformity ( including - Attention to detail and ability to follow instructions accurately. Reframe and add the video...

I need a detailed research on the Indian telecom industry with a focus on Airtel and Vodafone for a comparative financial analysis. I have added what should the project includes. 30% plagiarism allowed Pages approx 44-50 All data to be included

I'm looking for a skilled PHP developer to create a web system primarily focused on data analysis. The system will serve as a platform for users to perform detailed data analysis. Key features to include: - User Registration and Login: The system should have a secure user registration and login functionality to keep the data protected. - Various Search Modules: I would like the system to have search capabilities by name, date, and category. This will allow users to slice and dice through data effectively. Ideal skills and experience: - Proficiency in PHP: As the core technology of this project, you should have a strong background in PHP. - Data Analysis...

I am in need of someone skilled in survey designs to create four separate variations of an existing survey. - The base survey: You'll be working from an already designed survey, Version A. - Required format: These should be online versions to ensure ease of data collection and interpretation. - Unique aspect: Each version needs to have different instructions. The ideal freelancer should have proficiency in designing online surveys and an understanding of survey methodology. Your task will be to create unique and clear instructions for each survey version while keeping the questions identical. It is crucial to ensure data is kept separate for each version for individual analysis. Any exper...

The primary focus of my project is to conduct an in-depth analysis of the correlation between financial investment decisions and education among college students. I am particularly interested in exploring the extent that financial literacy training impacts investment practices. For this project, I require candidates with: - A solid background in Social Sciences research, particularly in the field of Education. - Experience in conducting demographic-specific research studies, especially focused on college students. - Understanding of the financial investment behavior or habits of young adults is advantageous. - Excellent data analysis skills, capable of interpreting complex data sets and drawing logical conclusions. I anticipate the t...

I'm in need of a savvy professional who appreciates the finer details of Major League Baseball (MLB). You'll be tasked with compiling a comprehensive spreadsheet featuring specific MLB data. Essential parts of this data include game statistics, player performance, and team standings. The spreadsheet should be organized in a user-friendly way as mentioned below: 1. Date Range: The spreadsheet must cover a specified date range, which I'll provide upon hiring. 2. Included Players/Teams: The spreadsheet should cover designated players and/or teams - the specifics of which I'll supply once you're on board. 3. Additional Factors: In keeping with the finer details, the spreadsheet should also cover the Date of Game, Team A vs Team B ...

I need a freelancer proficient with both Excel and Photoshop for two primary tasks. Excel Work: - Conduct data analysis and create visualizations, leveraging skills in updating and organizing data Photoshop Work: - Provide graphic design and photo editing services Ideal candidate should have solid experience in both platforms and a keen eye for details. Understanding my needs in data management and visual design will be a key success factor.

...I want you to design a small machine which will clearly show the power consumption of a hub bearing , when hub bearing is rotating at 300 rpm or less . The power consumption of the bearing can be shown through a digital meter or oscilloscope. I need to compare the power consumption of various hub bearings . In this , you can measure torque of hub bearing and that torque of hub bearing can be converted in to ampere or other which will clearly show the power consumption . For your reference I have attached herewith the hub bearing , which required to be tested ; in attached document. Hub bearings have two flanges . I want you to fix one flange by some method and rotate other flange at 300 rpm or less . Scope of the project : ...

I'm looking for someone with strong experience in using SPSS and performing intermediate statistical analysis, particularly regression and ANOVA. The data I have is quantitative and I want it analyzed for the purpose of testing hypotheses and research questions. The ideal candidate should be able to identify patterns, correlations, and perform the necessary tests to validate or invalidate the hypotheses and research questions. Key Requirements: - Proficiency in SPSS - Capable of handling quantitative data - Experience in regression, MANOVA and ANOVA - Ability to test hypotheses and research questions - Strong data analysis and interpretation skills.