Twitter sentiment analysis python project report jobs

I am in need of a professional who can analyze a 4 hour and 40 minute long voice recording for me. This recording contains a...recording. Key requirements include: - Expertise in audio engineering or related fields - Proven experience in voice and noise analysis - Detail-oriented and can accurately identify and note the female voice in the recording - Ability to deliver completely clear sound quality, removing the noise of the fake snoring without affecting the voice quality - The final output should allow me to clearly understand what is being said throughout the recording An ideal candidate should have a background in forensic audio analysis. Your task is to remove the snoring sounds and bring clarity to the speech. Your work will significantly contribute to my voice ...

...ensuring a professional and consistent layout. - Creating Excel spreadsheets and conducting data analysis. Proficiency in Excel will be crucial to help me interpret and visualize data effectively. - Developing software or web applications. I am working with Java/Spring/JavaFX and am open to creative development ideas and solutions. - Designing logos and visuals. Your ability to create engaging and unique visuals will be a big asset to my projects. I am currently using Word 2010 and will be working with Java/Spring/JavaFX for the programming aspect of this project. The ideal candidate should possess the following: - Proficiency in Word 2010 and earlier. - Strong skills in Excel for data analysis and spreadsheet creation. - Experience in software and web applicatio...

Job Title: Dating App Specialist Responsibilities: Matchmaking: Curate high-quality matches within our dating app based on user preferences. Profile Evaluation: Ensure profile accuracy and identify potential matches. Engagement: Facilitate connections and encourage interaction between users. Social Media Integration: Funnel matched users to our Instagram platform. Data Analysis: Use analytics to optimize matchmaking and engagement strategies. User Feedback: Gather and communicate user insights for product improvement.

I am in search of a proficient individual in crafting an impressive resume for a Sen...requirements: - Knowledge and understanding of the AI industry, especially machine learning - An understanding of the programming languages utilized in AI, specifically Python Ideal skills and experience: - Previous experience developing resumes for Senior-level roles in tech industries. - Proficiency in Python, ideally within the context of AI and machine learning - An understanding of the relevance and applicability of various programming languages and machine learning in the AI field could be a great advantage in writing this resume. Overall, I require a resume that candidly but effectively highlights my skills in Python programming and machine learning in the context of a se...

I am in need of a comprehensive Excel sheet that does calculation. Data entry is not too complex; it includes dates, dropdowns and fo...too complex; it includes dates, dropdowns and formulas. Requirements: - Design an Excel sheet that calculates basic arithmetic operations, performs statistical analysis, and handles financial calculations. - The form should be user-friendly and able to accommodate the moderate complexity of data entry. - I need an expert who can create a clear and concise interface for the user, making data entry and subsequent calculations easy and efficient. It would be great if the freelancer has experience with: - Excel design for calculation purposes - Data entry form design - Experience in basic arithmetic operations, statistical analysis, and financ...

I'm seeking an experienced Python freelancer to implement RLlib's PPO for a custom multi-agent environment, where agents act independently. Your tasks will be: - Solving the issue with the learning process. Despite configuring the simplest setting with just one agent, the model fails to find the optimal action. Additionally, the model seems unable to distinguish between the optimal actions for agents with the same action space but different endowments. Ideal skills include proficiency in Python, familiarity with RLlib's PPO algorithm, and previous work dealing with agent-based environments. Experience in crafting efficient reward functions is a plus.

...aimbot script made for a game that was released in 2004. This game has no anti-cheat, making the development process seemingly straight-forward for someone with experience in coding Gunbound scripts. The aim of this project is to create a basic aimbot script. I'm open to programming language suggestions, as long as it's optimal for the task at hand. I'm not interested in additional features at this stage, just a simple script to enhance aiming in the game. Ideal Skills: - Proficiency in coding custom aimbot scripts - Experience in Gunbound or similar game - Proficient in C++, Python, or AutoHotkey (preferred, but not mandatory) - Strong understanding of game mechanics Please provide details of your similar previous projects when bidding. Your bid should...

I need specialized assistance on visualizing my completed data analysis, encompassing sales data, financial data and customer data. To make this happen, I'm seeking a seasoned Power BI dashboard designer. Expertise required: - Proficient in creating Bar charts, Pie charts, and Line charts in Power BI - Has experience working with diverse datasets especially sales, financial and customer data - Can deliver the project urgently If you can create a comprehensive and visually appealing dashboard to delineate and amplify my data's context, your experience and skills will be indispensable to this project. Let's connect ASAP and bring this to life.

...freelancer to perform a statistical analysis using SPSS. Key Deliverables: - Statistical Analysis: The main goal of this project is to conduct a statistical analysis on the data. The analysis should focus primarily on descriptive statistics, so the candidate should be proficient in this area. - Detailed Report: I need a report that delves into the analysis of the data in depth. This report should include detailed tables and charts. Ideal Skills and Experience: - Proficiency in SPSS: The chosen freelancer must be well-versed in using SPSS for statistical analysis. Previous experience working with Arabic data would be a plus. - Data Analysis: A strong background in statistical analysis, particularl...

...key details for this project are as follows: - **Specific Problem**: The current issue that I am experiencing is that my Pine Script strategy is repainting. This means the strategy is altering historical signals on the chart in an unrealistic way, which is making it difficult to accurately assess the strategy's performance. - **Modification Level**: I am open to a comprehensive overhaul of the script in order to provide a long-term, optimal solution. This may involve a significant revision of the code, but it is essential that the original logic and intended results of the strategy are maintained. - **Intended Use**: Once the repainting issue is fixed, I plan to use the corrected Pine Script strategy for my personal trading analysis. Ideal candidates for this pr...

...Lebanon. The business plan should be tailored towards the needs and expectations of the Lebanese market and should primarily target women. Key requirements include: - A detailed market analysis focusing on the beauty and wellness industry in Lebanon - Competitor analysis to identify key players in the market - A well-thought-out marketing plan to attract our target audience of women - Financial projections and a detailed business model that's realistic and can be used for securing funding - Understanding of the unique cultural and economic aspects of the Lebanese market Ideal candidates for this project should have: - Proven experience in writing successful business plans for the beauty and wellness industry - Thorough knowledge of the Lebanese market and c...

...worth anything. I want an engineer independent of the council because I have incurred their wrath. The property was taken over by 26 individuals known better to the police and to the court than to me. The council were very active in trying to prevent me from repossessing the property. It turned out that they routinely do this with hundreds of problem tenancies, with a House of Commons Written Report condemning them for doing so for decades. I had an uphill battle, with tenants familiar with prisons and serving time for knife and baseball bat attacks, supported by the council. Worse, my learning curve on Section 8 contested repossessions then helped a lot of the local landlords, and the community, but has made me a target for some of the less altruistic members of the counci...

I am looking for an experienced individual to help develop a comprehensive business plan for my service-oriented venture in the beauty industry in Lebanon. This plan will c...comprehensive business plan for my service-oriented venture in the beauty industry in Lebanon. This plan will cater primarily to individuals, so a deep understanding of consumer needs in this sector is needed. Key responsibilities include: - Crafting a business plan tailored specifically for a start-up beauty service targeting individuals - Market research and competitive analysis - Financial projections and risk analysis Ideal candidate should have: - Proven track record in developing successful business plans - Deep understanding of the beauty service industry - Excellent research and financial p...

I'm seeking a writer to compose a 25-page double-spaced report which delves into the connection between ESG scores and real estate company performance. The main questions I'm looking to address in the study are; - Are real estate companies with high ESG scores more profitable? - Does having a high ESG score increase investor interest in real estate companies? - What is the correlation between ESG scores and stock performance of real estate companies? The data for this analysis should be sourced from the past 5 years, and the report should be comprehensive and well-structured, with clear methodology and results. The study should be global in scope, encompassing a range of real estate companies and markets worldwide. This project would be best suited...

I'm looking for a Python developer who can help me debug my code. The project involves: - Debugging logic errors: The Python code has some underlying logic errors that are causing the program to behave unexpectedly. I need someone who can identify the root cause of these issues and provide solutions. The ideal candidate should have: - Proficiency in Python: You should be well-versed in Python programming, with a strong understanding of Python syntax. - Experience with debugging: Previous experience in debugging Python code, particularly with logic errors, would be advantageous. - Problem-solving skills: You should be able to think critically and logically to identify the issues in the code and propose effective solutions. Please no...

...Role and Responsibilities: As a QA (Software Tester) at PiipAi, your role is pivotal in ensuring the quality and reliability of our software. You will work closely with our development team to meticulously test and validate our applications, identifying and rectifying any issues that may arise. Key responsibilities include: - Conducting rigorous testing across our web applications to detect and report bugs. - Collaborating with developers to ensure seamless integration and functionality. - Employing your strong analytical and strategic thinking to formulate effective testing strategies. Requirements: We are seeking an individual who possesses: - Very good knowledge in various testing methodologies, frameworks, and tools. - Good knowledge of software development lifecycles and pro...

Promotion for you account to get followers, we will Target for upto 5k followers

I'm looking for an efficient data entry professional to input a variety of data into Excel for me. The required data includes: - Text data - Numeric data - Date and time data The main purpose of this data entry is to facilitate data analysis and the creation of reports. There are approximately 100-500 data entries in total. Ideal Skills: - Proficient in Microsoft Excel - Excellent attention to detail - Strong analytical skills - Previous experience with large volumes of data input

a better formated pdf for this text is attached: I'm looking for a skilled freelancer to create a series of short ebooks/scripts about artificial intelligence. Below are the project details: Content Scope: The series should consist of 15 scripts, covering topics from Beginner to Medium levels. We make no books for AI-experts. Pages: 15-25 per script You can use ChatGPT for this Writing Guidelines: You can utilize ChatGPT or similar AI tools to assist in writing the content. Ensure all content is original and not copied from other books to comply with copyright laws. Write in a conversational style, as the scripts will be converted into audiobooks. Free visual graphics are welcome but not mandatory. If you use images, ensure they are properly licensed and provide the license in...

use Oracle PL SQL teach me how to install free Oracle DB on my local windows 11 acceptance: I can run your code on my computer ; all code work on my computer when I run it by myself You have 2 days you provide code to simulate input data (both code versions: python and sql)-> transactions data *****you provide SQL code to calculate per day summary for each day for each product for each store for 3 years SIMULATION data for 3 years 100 products 20 stores 5 USA states random dates and prices promotion for 30 promotions per year , each promotion happen for 7 to 15 products, for example promotion at may 10, 2023 happen for product ids: 34, 65, 12, 78, 5, 23, 41. When 34 for 20%; 65 for 30%; 12 for 40%; 78 for 10%; 5 for 15%; 23 for 70%; 41 for 30% randomly for each pro...

I'm launching a brand new Arabic podcast focusing on news and current affairs. My vision is to build a strong online presence across multiple platforms, including YouTube, Facebook, Twitter, and TikTok. I aim for this project to be the first successful podcast of its kind, connecting the community from New York to Egypt. Key Requirements: - Arabic fluency and understanding of cultural nuances - Proficiency in audio production and recording - Experience in podcasting or radio production - Social media management or marketing skills - Ability to create engaging content for different social media platforms - Knowledge of current affairs and news reporting - Familiarity with the podcast landscape and trends Your role will be to help me: - Develop a podcast format that will...

I'm seeking an experienced market researcher to delve into significant factors that will help validate a startup idea. Your objective will include: - Analyzing consumer behavior to identify their needs and preferences. - Determ...market researcher to delve into significant factors that will help validate a startup idea. Your objective will include: - Analyzing consumer behavior to identify their needs and preferences. - Determining market demand and potential, focusing on a national perspective. - Conducting a thorough competitor analysis to understand the competitive landscape. Ideally, you will have a strong background in market research, a deep understanding of consumer behavior, trend analysis, and competitor analysis. A strong knowledge of the e-commerce m...

hello We are currently looking for someone to manage the server that will run our website and app. (Please enter “ITO” to confirm) -Work: Anywhere you want -Job description: Manage everything from server hosting to operation In particular, maintenance/repair to ensure that security is very strong. Video conference once a week Submit work details and inspection results as a report every three days -Salary: $100/month ((Budgets may continue to increase as the company grows in size and sales increase))

Scientific Report Writing Needed in 3 to 4 days. Biology.

I am seeking an exceptional AI developer to create a private AI system for my Apple computer that combines enhanced security measures with efficient functionality. This project will require a nuanced understanding of AI and firewall development. The ideal candidate for this project should have experience in: - Implementing AI functionalities: Primarily, the AI system should be capable of calculations and analysis for private search purposes. - Incorporating specific AI functionalities: The private AI system should have a thorough understanding of natural language processing, image recognition, and predictive analytics. - Developing private search capability: I want the AI system to perform encrypted and anonymous search. End-to-end encryption should be en...

Active Directory Expert to create a Python script and test data to capture all meta data linked to and which describes the confined parameters of an AD account, AD RMS (Rights management Services) group policy GPO etc. and export to a MS Excel File. More information attached.

...accessibility? We are looking for you! Responsabilidades / Responsibilities: - Realizar auditorías completas de sitios web en SEO, rendimiento, seguridad, accesibilidad y experiencia de usuario. - Provide comprehensive website audits in SEO, performance, security, accessibility, and user experience. - Identificar y reportar problemas y oportunidades de mejora en el sitio web. - Identify and report issues and opportunities for website improvement. - Crear informes detallados con recomendaciones prácticas y priorizadas. - Create detailed reports with practical and prioritized recommendations. - Trabajar en colaboración con nuestro equipo de desarrollo y marketing para implementar las mejoras. - Collaborate with our development and marketing team to i...

I'm in need of a skilled developer to add a custom feature to Invoice Ninja. The following requi...for the company field) this is in order to enable RTL for RTL language users. CSS can be given. CSS can also be hard coded, only used for RTL. but should only be enabled if user selected either Hebrew or Arabic as language. 3. Expenses sub category - expenses add a sub category (now only category exists), also define how much % of the expense is approved. For example, in some countries if you report car gas expense, only 45% will be acknowledged as expense from the total sum. so 45% from the total expense should go into the reporting. The ideal candidate will be an individual or team with extensive experience in Invoice Ninja, PHP, Laravel, CSS, HTML and proficient in creating c...

I'm seeking an experienced C++ developer to create a simulation study focused on analyzing system performance. The freelancer should be proficient in: - C++ programming - Building simulation models - System performance analysis The end goal is to have a robust, accurate simulation that can analyze the performance of various systems. Prior experience in similar projects would be highly advantageous.

...Current Affairs.' My vision is to build a robust online presence through multiple platforms, namely YouTube, Facebook, Twitter, and TikTok. Your Tasks: - Helping start and build the podcast - Utilizing these platforms for maximized reach and engagement - Developing a strategy for weekly interaction with my audience The ideal freelance partner for this project will have: - Proven experience in starting and promoting podcasts - Deep understanding of the mentioned social media platforms, especially in relation to the Arabic-speaking demographic - Experience in fostering viewer/listener interaction - Interest or background in news and current affairs would be a bonus. Project success would look like a well-received Arabic podcast with a growing audience and a...

I have a substantial Excel tab...and I am in need of a skilled data analyst to help with correlation analysis between Column 1 to 9 of my dataset, which contains more than 4200 rows and 9 columns. Need the source file of xls with formula too Key Responsibilities: - Perform accurate correlation analysis on specified columns - Generate line graphs to visualize the correlation Ideal Skills and Experience: - Proficiency in Excel and correlation analysis - Solid understanding and experience with line graph creation - Excellent problem-solving abilities - High attention to detail I'm looking for accurate and efficient work so I can understand the relationship between my data points and act accordingly. Your experience could be the key to enhancing my project. ...

...across Facebook, Twitter, and LinkedIn. Key Responsibilities: - Content creation - Design via Adobe programs such as graphic designs and video content - Management: Posting content multiple times a week across all platforms - Making collaborations Ideal Candidate: - Proficiency in managing Facebook, Twitter, and LinkedIn - Demonstrable experience in social media marketing - Ability to create and curate engaging content - Strong analytical skills to assess the performance of the social media accounts - Excellent communication and organizational skills The project will require daily postings on these platforms, so a candidate with a good work ethic and consistency is preferred. Process: 1- You submit a sample reels&image 2- Meeting online (with top 10) 3- S...

I'm in need of an all-round developer who has strong experience in both Python and PHP, specifically for the creation of an e-commerce website. The desired professional should be well-versed in crafting custom web solutions as well as knowledgeable in leveraging the WordPress CMS beneficially. Skills and Experience Required: - Demonstrated expertise in Python and PHP web development. - Proven experience in developing successful e-commerce websites. - Proficiency with WordPress CMS. - Understanding of e-commerce website security essentials. - Articulate in communicating project progress and potential hurdles. Freelancers who can showcase previous work on similar projects will be given priority. I look forward to your enticing bids and am eager to form a produc...

...learning algorithms and principles - Extensive experience with handwriting recognition software - Demonstrate capabilities in Python, TensorFlow or similar platforms - Have a deep understanding of Optical Character Recognition (OCR) - Familiarity with mathematical problems and their structures The end goal is to develop a practical, efficient, and accurate automaton that simplifies the process of converting handwritten mathematical problems into digital numbers. I am looking for someone who can attentively listen to my specifications and implement them accurately. I value open communication and regular updates. you need to develop the first part (phase initiale) and the project number 18 - but the problem is to find a way to make a link between first part and (phase appl...

I am looking for a skilled individual who can help me promote the links of my website across social media platforms. Although I skipped the question on which platforms, I expect the freelancer to have experience with Facebook, Instagram and Twitter. The goal of the project is to increase website traffic, generate leads and ultimately boost sales. The target audience for my website is primarily aged between 25-34.

use Oracle PL SQL teach me how to install free Oracle DB on my local windows 11 acce...sold = current price * haw many sold Competitor in the same city y or n Week day – mon, teu, wen, ther, fr, sat, sun Weekend y or n Day after weekend ***** end Main table to calculate ***** data simulation may be done in python and then upload to SQL DB (but better in SQL) you provide both 1 sql or python code for simulation 2 main table creations code (only sql) if you use python for simulation; provide detailed instructions and code how to run python code and how to upload simulated data to oralce PLSQL DB on my windows computer just ideas for python data simulation

I need an expert in Python for maintenance tasks on some existing code. Key Tasks: - **Bug Fixing:** This code has some bugs that need to be identified and fixed to ensure its proper functioning. - **Code Optimization:** Your expertise is crucial to streamline and optimize the performance of the existing code. Ideal Candidate: - Proficient in Python - Experienced in code maintenance - Skilled in bug fixing and code optimization.

I'm searching for an experienced Python developer to handle data collection and processing in the financial sector. Your tasks will consist of two core elements: - Data Collection: Obtaining data from diverse financial sources, including stock market data, cryptocurrency data, and financial news data. - Data Processing: Once collected, you'll perform various calculations and analyses, including statistical analysis, trend analysis, and calculations with a focus on historical data. Familiarity with these tasks and the financial sector is crucial to delivering the results needed. Your expertise in Python and financial data processing will contribute significantly to the project's success.

...help me with a reflective report for my recent internship in Business Administration. This report will be focused on my experience in data entry and analysis during the internship. Key tasks: - Compile a structured account of my learning experience and growth in the context of data entry and analysis. - Reflect on the practical applications of this experience within a business administration setting. - Clearly articulate the lessons learned, skills developed, and improvements made during the course of the internship. Ideal freelancer should have: - Proven experience in report writing, particularly on reflective pieces. - Understanding and experience in the field of Business Administration. - Ability to translate practical experience in data entr...

I'm looking for a skilled AI Developer to program module that speaks with AI (Gemini or GPT) as batch analysis of Excel files. Key Responsibilities: - Conducting pattern recognition and insights in the data Ideal Skills: - Strong AI development experience - Proficiency in Excel and data analysis - Ability to automate analysis processes

I have a prompt to 3D generation source code written in Python. Unfortunately, the current code is riddled with bugs, specifically syntax errors, runtime errors, and logic errors. I'm in need of a Python expert who can help me debug and fix these issues. Key responsibilities: - Execute a thorough debugging process to locate and correct syntax, runtime, and logic errors. - Ensure the model is running efficiently and effectively. Ideal skills and experience for this job: - Proficiency in Python with a focus on debugging. - Prior experience working with 3D models is a plus. - Good understanding of software development and bug fixing processes.

I'm seeking an experienced sports statistician who specializes in data analysis. We would like to find someone based in the US who has some knowledge ideally of the NFL. Our primary aim is to understand the overall performance of different teams and when they peak (early, mid-, late season, etc.) Key Responsibilities: - Examine several seasons of football, basketball, and baseball statistics (to be decided) - Provide team performance analysis - Generate report highlighting key findings Required Skills and Experience: - Understanding of sports statistics, specifically American football, baseball and basketball - Proficient in statistical analysis tools - Previous experience in sports-data analysis preferred

I'm planning a comprehensive presentation targeted specifically at investors, w...are making this concept more appealing and practical Ideally, I'm looking for someone who can prepare a cutting-edge, persuasive narrative, utilizing evidence-based data. Applicants should have experience in: - Creating compelling investor presentations - Hospitality industry with a focus on leading hotel trends - Understanding and communicating complex technology in a simple fashion - Cost analysis and business model evaluation A background in successful investment pitches and knowledge of advancements in hotel operations technology will be key. The target market is Saudi Arabia. There is a great shortage of hotels generally in big cities and the existing hotels are very expensive for wh...

I need someone to convert my current trading bot that was written in Node.js into Python, specifically version 3.10. The bot, which uses Puppeteer for browser automation on the Quotex platform, needs to be programmed to use Selenium in the Python version. Key features to incorporate into the new Python bot include: - Real-time data monitoring - Regular trading automation - Custom trading strategies Freelancers should have an extensive understanding of Python and Selenium, along with experience in trading automation. The end goal is to have a Python version of the trading bot that works flawlessly round the clock without any hitches, preserving all the functional features of the original Node.js version. It's crucial that the script can run 24/7 wi...

I'm seeking a skilled embedded software developer who's proficient in C, C++ and Python to create a custom solution for a microcontroller-based system. The primary focus of this project is the successful implementation of various communication protocols on the embedded software. Key Responsibilities: - Develop an embedded software running on a microcontroller - Implementation of communication protocols within the software - Testing and debugging of the software for optimum performance Ideal Skills and Experience: - Proficient in C, C++, and Python - Previous experience in embedded software development - Familiarity with microcontroller systems - Strong understanding of various communication protocols Please include any relevant past projects or experience...

I'm seeking an experienced and skilled engineer, data scientist to assist in optimizing the cooling power of a new metamaterial. The project involves algorithm development to achieve our cooling optimization goals. I will forward you a report where they've used Genetic Algorithm method to optimize parameters. She has used four flux theory to predict optical properties for different particle parameters. you should not optimize the reflectance... in your work, you should optimize the cooling power Requirements: Proficiency in MATLAB Strong background in optics, material science, or related fields. Experience with genetic algorithms and parameter optimization techniques. Excellent communication skills and ability to work independently. Nice to have:...

Seeking ML expert (MSc/PhD) to implement hybrid DCN model for Bitcoin price prediction using Python. Tasks: data collection/preprocessing, EDA, model training/evaluation, results analysis & report writing. Ideal candidate has experience in financial forecasting & cryptos.

I'm currently in need...of a skilled engineer with experience in structural analysis, particularly with steel structures, to help optimize the design of my project. Project involves suggesting furnace column, beams , plates etc sizes as per Australian standard, and material sizes available in Australian market. Key Responsibilities: - Conduct a comprehensive structural analysis of the steel structure - Analyze and interpret the results for optimization recommendations - Make design suggestions based on the analysis - Ensure the structural integrity of the steel structure Ideal Skills: - Proficiency in AutoCAD - Previous experience in structural analysis and design - Knowledge of steel structures - Ability to provide actionable design sugges...

I'm seeking a Python developer experienced in Selenium to create an automation bot. The primary aim of this project is to automate repetitive tasks. https://pump. fun/6rEPojp1CJxgKUts64hrKpvNRFUYd3JvxE5KKYXgCkjj this is script description: i will provide list of privatekey and list of text /image post. bot will post reply you need to install phantom wallet extension connect wallet with this site and then post reply Key tasks include: - Developing a Python Selenium bot that can perform specific, pre-defined tasks - Ensuring the bot is easy to use for personal use Ideal candidates will have: - Proficient in Python and Selenium - Experience in developing automation bots - Can work with little supervision and have excellent communication skills.

...looking for a skilled individual who can help me promote the links of my website across social media platforms. Although I skipped the question on which platforms, I expect the freelancer to have experience with Facebook, Instagram and Twitter. The goal of the project is to increase website traffic, generate leads and ultimately boost sales. The target audience for my website is primarily aged between 25-34. The ideal candidate for this project would have: - Proven experience in website link promotion - Proficiency in handling Facebook, Instagram and Twitter platforms - Ability to target the 25-34 age group - Understanding of lead generation and sales boosting techniques via social media Interested freelancers should be ready to propose a strategy and be ab...