Iris dataset analysis in rKazi
...appointment setter, preferably with a background in the commercial cleaning industry. You will be responsible for setting up B2B sales appointments. Please read the job description and FULLY fill out the application form below to be accepted as a candidate for this position. At One Janitorial, our core values are - Discipline - Ethical - Results-oriented - Impact - Committed - Responsibility Please Fully Read The Job Description & Follow The Instructions Below One Janitorial is looking for a passionate Lead Generator, you will be making outbound calls all day and sending emails to generate opportunities. This is an exciting opportunity to join a growing company with great hours in a fun yet professional atmosphere & culture.
I'm seeking a seasoned digital marketer who can assist me in enhancing my brand's online visibility. The primary objectives are to boost website traffic, foster lead generation, and elevate brand awareness. Skills and experience ideal for this job: • Proven track record in digital marketing • Mastery in strategizing and implementing campaigns • Excellent capability of target market analysis • Proficient in various digital marketing channels • Expertise in SEO, Social media, Email marketing would be an advantage. Please submit your proposals detailing how you can contribute to meeting these objectives.
I am in need of an expert in Stata who can help me generate specific numeric variables using logical conditions. The new variables will be created based on the existing data in my dataset, and the conditions will need to be carefully defined. Ideal Skills and Experience: - Proficiency in Stata, particularly in variable creation and manipulation. - Strong understanding of logical conditions and how to apply them in Stata. - Experience with data analysis and manipulation is a plus. Here is the project: I am looking to create new variables in a monadic dataset using information from a dyadic dataset. This will most likely require appending a dataset. I have a dataset that is monadic (one observation...
...Python code implemented based on a genetic algorithm paper. Even though it follows the guidelines set by this paper, is encountering logical/implementation errors, or possible mistaches between current implementation and actual requirements that are affecting the output. The ideal candidate should be well-versed in Python coding with a strong background in gentic programming/algortims (such as GAs with crossover, non crossover, etc), and problem solving based on research and analysis. The task will involve: - Conducting a detailed review of the code to identify potential issues/irregularities with the source material. - Focusing on logical or implemantion matters that may be affecting the output performance. - Providing solutions and implementing them to ensure t...
...that effectively communicates the core of my project. The goal of this presentation is to engage potential partners and secure their interest in the project. Key components that should be included in the pitch deck are: - Problem statement: A clear explanation of the problem my project aims to solve. - Solution description: A detailed overview of how my project addresses the identified problem. - Market analysis: An analysis of the target market, highlighting its size, trends, and potential for growth. I'm seeking a designer who has a strong background in developing pitch decks for startups, preferably within the technology industry. Your experience in crafting engaging narratives, using visuals effectively, and understanding the languag...
I'm seeking a skilled Photoshop freelancer for my specialized project. I have a photo of my son- that I...proficiency. - Following my specific instructions for the word content, and visually enhancing the photo with these words. - Viewing and replicating provided typography examples to ensure the text appearance aligns with my desired outcome. Skills and Experience: - Solid experience with Photoshop is a necessity. - Background in Graphic Design is helpful. - Previous experience with typography and photo editing tasks. Unlike traditional map creation or environmental analysis, this project combines artistic creativity with graphical representation. I'd love to see portfolio examples of similar work where text has been integrated into an image. Looking forward to...
Project Description: We possess a large dataset containing strings where each string consists of one or more words. Our task is to identify exact matches for these strings within another dataset that includes complete sentences. Currently, our method of loading the first set into memory as a set variable (ensuring no duplicates) and each string from the second dataset as a separate string variable is proving inefficient. Problem Statement: Iterating through the first dataset to look up each value in the second dataset has been excessively time-consuming. We require a more efficient algorithm to enhance the speed and effectiveness of these exact match lookups. Project Objectives: Develop a Python script that can perform exact match lookups quickly...
As a WordPress expert with a deep understanding in PHP and AI programming, I'm looking to give my website a much-needed overhaul. What's urgently needed are: - An enhanced user interface to improve the overall aesthetics and user experience. - Noticeable improvement in performance and speed for swift and smooth navigation. - Backend restructuring for efficient operations and seamless dashboard integration. The overall design style of preference is Classic. Moreover, the core of this project is the integration of advanced AI features. These features are specifically: - A recommendation engine to suggest relevant content - Customer behavior analysis to understand users better - Accurate predictive cooking times - A user feedback analysis mechan...
...related to ETL pipeline, data extraction from Snowflake, and a dbt environment. Key Requirements: - You should be proficient in Python programming. - Be familiar with the Window Task Scheduler. - Have experience with ETL pipeline development. - Know how to extract data from Snowflake and a dbt environment. The Purpose: - The ETL pipeline is crucial for handling data analysis, reporting, and data integration tasks. - The data size to be processed in the ETL pipeline is medium, up to 10 GB. Ideal Candidate: - You should have prior experience in handling similar tasks. - A strong understanding of data handling and automation through Python and ETL tools. - Proven expertise in data extraction from cloud-based warehouses, especially Snowflake. - Experi...
Hi Md Mostafizur R., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
...systems in the form of a detailed, 3,000 to 4,000 word report. Key Tasks: - Focus the report on evaluating the performance of our current systems. This includes assessing how well they're functioning, their effectiveness in meeting our goals, and any areas of inefficiency. Ideal Freelancer: - Experience in business analysis, particularly in management control systems. Preferably, you have a strong track record in evaluating and recommending improvements in similar systems. - Strong report writing skills with the ability to present complex data in an understandable manner. - Ability to work under pressure and deliver quality work within tight deadlines. This project is extremely urgent, so I'm looking for someone wh...
...seeking an expert in Long Language Models (LLM) to develop a model that can detect vulnerabilities using network traffic analysis. Key Requirements: - Experience with Long Language Models (LLM) such as GPT, BERT, etc.. - Previous work and experience in the field of cybersecurity, particularly in vulnerability detection. - Ability to design and implement a model that can accurately identify network traffic patterns associated with vulnerabilities. The successful freelancer should be able to: - Understand the nuances of different LLMs in order to choose the most suitable one for the task at hand. - Develop a robust vulnerability detection model using the chosen LLM. - Demonstrate their experience in cybersecurity and vulnerability detection. Pl...
...improvement - Develop and implement a comprehensive SEO strategy that aligns with our business goals - Perform keyword research and analysis to identify the most effective keywords to target - Optimize on-page elements such as meta tags, title tags, and content - Proactively monitor and report on performance metrics Ideal candidates will have: - Proven experience in successfully improving the Google search rankings of websites - Strong understanding of search engine algorithms and ranking factors - Expertise in SEO tools and techniques - Excellent communication and reporting skills - A proactive and results-driven approach - Prior experience working on similar projects in the UAE market would be a plus Please note that while I haven't provided a ...
I am in need of a skilled professional who is proficient in SmartPLS, and has experience in PLS SEM, specifically focusing on Measurement model, Structural model and Model assessment. Key project requirements: - The freelancer must be an expert in SmartPLS, as it's the preferred software for this analysis. - The primary goal of this project is to test a theory. - This will involve constructing and analyzing a measurement model, structural model, and assessing the overall model quality. Ideal skills: - Proficiency in SmartPLS, and previous experience in PLS SEM. - Strong analytical skills and the ability to interpret complex data. - A solid understanding of measurement and structural models in PLS SEM. - Previous experience ...
Subject: Coding I'm uploading two datasets; the "Auto" dataset and the "Boston" dataset. Questions 8 and 9 (with all subquestions) have to be done on the "Auto" dataset. Question 15 has to be done on the Boston dataset. After that inferences/conclusion for each question along with results has to be put together in a pdf along with the code. The questions should be done using R. Note: this project is purely for personal use.
...managing leads, opportunities, and customer follow-up. - Inventory Management: This entails overseeing product movements, order fulfillment, and stock valuations. - Accounting and Finance: Handling invoicing, budget management, and financial analysis will form a crucial part of your duties. Moreover, I require these systems to be seamlessly integrated with my existing Email marketing tool and Customer support platform. Experience and Skills required: - Proven Odoo development experience. This should be demonstrated through your past work. - Experience in integrating different business applications - Knowledge of email marketing tools and customer support platforms. Freelancers with the necessary qualifications are encouraged to bid. Please attach evidence of your pas...
I'm in need of an experienced Python programmer for a singular web scraping task on booking.com. The data obtained from this scraping will be instrumental for our competitor analysis. Key Tasks: - Implementing a web scraping script specifically for Ideal Skills: - Proficient in Python - Experience in web scraping - Ability to deliver clean and structurable data - Previous experience in competitor analysis (preferred)
As the owner of an established mobile app, I'm in pursuit of a professional who can strengthen its visibility on app store search engines. Main task at hand would be: - Improving visibility on various app stores Our desired outcome from this project is an improved user retention rate. Hence, if you possess keen expertise in boosting user retention via SEO, I'd love to consider your service. In addition, if you could: 1. App Title and description optimisation for top 5 high search volume keywords. 2. Bid optimisation 3. Error rectification - why app is not appearing on the app store 4. Competition analysis 5. Reviews analysis 6. Mokups and apps analysis after installation and the errors rectification how app is working 7. Video script s...
...open in Bangalore. Key Focus Areas: - Market Research: Specifically, I'm interested in research about potential customer demographics in Bangalore. - Financial Planning: I need a detailed, well-researched financial plan that accounts for all potential costs and earnings. - Service or Program Development: I'd like support in developing the suite of services to be offered at the center. Ideal Skills: - Extensive experience in business plan creation - Understanding of the healthcare industry, particularly postpartum care - Expertise in market research and analysis in the Indian demographic - Experience or knowledge of financial planning, and a strong ability to translate this knowledge into a detailed financial model....
I need immediate assistance in forecasting demand for a new toyota car agency I'm setting up in Chandigarh, Punjab. Key Responsibilities: - Demand Forecasting: The primary task is to forecast the demand for the coming months for toyota cars and models in the will require using available market data and past industry trends to predict future sales. Ideal Skills and Experience: - Prior Experience: I'm looking for someone with prior experience in demand forecasting, preferably in the automotive industry. - Data Analysis: Strong analytical skills and the ability to interpret data accurately is a must. - Quick Turnaround: The project has a high urgency, so the ability to work promptly and efficiently is crucial. Please provide me with an...
...secure meetings with A&R representatives or executives at Sony Music, Universal Music, Warner Bros, or any of their subsidiaries. - You'll need to demonstrate a proven track record of success in securing record label deals for artists, particularly in the Hip-Hop/Rap genre. - It is essential that you have a thorough understanding of the music industry, particularly the processes and requirements for signing with major labels. - You should have a network of contacts within these major record labels and be able to effectively pitch and advocate for my talent and potential as an artist. - The ideal candidate will be a proactive self-starter who can work independently to achieve this outcome, providing regular updates and feedback on their progress. You'l...
We are looking for a Fine-Tune trainning expert that have proven experience in trainning and validating models to guide and train us to be able to do it ourselves. We need to see proven exprience and past work and make sure that you can help us, the work will be to go over all of our JSNOL file and making calls to guide us how to finilize a model for our webstite live chat visitors. After a succesfull project, we will work again and again for more clients that use our software and want to have the AI assistant for them. We have our own development team so we will eb able to integrate the chat into our system, we are only looking for a fine-tunning expert I'm seeking a proficient OpenAI GPT professional to assist in fine-tuning the model for a specific purpose. Key ...
...data for easy comparison and analysis on a daily, monthly, and quarterly basis. Key Features Required: - The ability to compare daily sales with last day's and last year's sales. - Monitor monthly actual vs budget vs last year. - Track quarterly sales performance. - Special attention should be given to the revenue growth metric. Ideal Experience and Skills: - Excel mastery - Proven experience in creating interactive dashboards - Knowledge in sales data analysis - Ability to create a user-friendly interface where data can be manually input efficiently and effectively Your role will heavily involve the organization of complex sales data into an easily navigable and comprehensible format. Please include examples of similar Excel dashboards you�...
I need an innovative Android app developer who will create an app to extra...who will create an app to extract interaction chains from another app. This is for research purposes. The main focus is to analyze the types of interactions within the targeted app. Specifically, the app should record detailed chains of user interaction. Ideal skills for this job would include extensive experience in Android app development, a deep understanding of data extraction methods, as well as a good grasp of user behavior analysis. In addition to these skills, experience in data driven research would be highly advantageous. Your role will not be limited to just creating an app, but to bring a research tool to life. This project is more than creating an app; it's an explorat...
I need assistance with an unusual issue. Rstudio can't locate an image file with the code I've written, even though the image is in the same directory as the project. Currently, I'm using the function in R to attempt to load the image, but it doesn't seem to recognise the file. Key tasks include: - Debug why Rstudio cannot locate the image file - Offer a solution to help Rstudio identify the image file - Ensure the function works effectively Skills and Experience: - No R studio knowledge - Useless
I'm looking for a Python expert who can assist me with data analysis and preprocessing. The role will involve working with speech recognition data for the purpose of speech-to-text conversion. I want to run the code available on GitHub, the required GitHub repository is shown in attached image. Ideal skills and experience for this job include: - Proficiency in Python, particularly for data analysis and pre-processing - Prior experience with speech recognition technology - Understanding of the nuances of converting speech to text - Familiarity with text data analysis and preprocessing - Strong communication skills for potential collaboration on the project
... and compliance information. It will be updated on a monthly basis. Key metrics to be displayed and tracked in the dashboard include: - The number of audits completed with percentage. - The number of unresolved audit issues - The overall audit score Ideal freelancers for this project would have proven experience in data analysis, excellent understanding of audit procedures, and familiarity with compliance and financial data management. Proficiency in data visualization tools and dashboard creation is also essential. I am looking for someone who shows attention to detail, ability to meet deadlines, and can work independently while understanding the significance of their role in the larger business context. Your proposal should include similar pa...
In need of a proficient digital marketer to focus on our Facebook and LinkedIn platforms. The chosen freelancer will be responsible for crafting and implementing an effective marketing strategy targeting both B2C and B2B audiences. As part of the project, the required responsibilities will include: - Creating engaging and educational content to captivate our diverse audience. - Monitoring and adjusting strategies based on platform analysis and insights. The ideal candidate for this role should: - Be proficient in utilizing both Facebook and LinkedIn for marketing purposes. - Show expertise in crafting strategies for both B2C and B2B. - Experience in creating and using educational content to engage audiences. - Be able to analyze platform operations fo...
I'm in need of a skilled developer to create an app that will interact with an existing mobile app. This new app will analyze financial data every ten minutes. Key Requirements: - Connect to an existing mobile app: The app will need to seamlessly connect to our existing mobile app. - Regular data updates: The app should download and analyze financial data every 10 minutes. - Graphical representation: The app should also have the ability to create graphs based on the analyzed The application we are requesting should be connected to the API key of AADE and every 10 minutes it will be able to download the data which it will "pull" and configure specific financial data and their corresponding graphs. We would like the above to have development prospects in term...
...seeking an informed individual proficient in researching and analyzing market trends, particularly those related to the oil and gas industry. Key areas of focus will be on: • Exploration and Production: You should understand or be capable of acquiring knowledge about the latest trends, technologies, challenges, and strengths associated with oil and gas exploration and production. • Refining and Distribution: Closely track the changes in refining processes, distribution chains, best practices, and foresee future trends in the oil and gas industry. •the purification equipment used in Khangiran Gas Purification Plant, the technology and process, the desulphurisation and decarburisation solvents used, the monitoring and control of solvents used...
...particularly with the following key features in mind: - **Data Type and Source**: The data I'm working with is primarily Excel based, so having experience with managing structured data storage in Azure is a must. - **Frequency of Updates**: The data will be updated on a weekly basis, so the storage solution needs to seamlessly accommodate this. - **Purpose of Storage**: The primary purpose of storing this data in Azure is for data analysis. While not the only use, ensuring that the storage solution allows for easy and efficient data analysis is crucial. The ideal candidate should have prior experience with Azure data storage, particularly in managing Excel data, and should be able to design the storage account in a way that fac...
...exams. - In addition, we'll also provide PMP training, time management, and contracts. Key Requirements: - I'm seeking a business planner who can help me structure a comprehensive plan for this new venture. This includes a detailed revenue model, market analysis, competitor research, and a clear marketing strategy. - Experience in the educational sector or with training centers is a plus, as it will help in creating a more effective and competitive business plan. - A solid understanding of what appeals to both students and working professionals is crucial in this project. This will help in designing a program that is not only academically rigorous but also flexible and appealing to the target audience. Please bid if you have excell...
I'...perform detailed data analysis. Key Responsibilities include: - Designing and creating visually stimulating Power BI dashboards that succinctly translate complex data into understandable and actionable information - Generating impressive data visualizations - Conducting thorough data analysis The data for this project will be sourced mainly from Excel spreadsheets and SQL databases. Ideally, you should be proficient in handling and interpreting data from these sources. Data refreshes are planned for a weekly interval. Experience with such a schedule and understanding how it impacts and influences dashboard functionality and data visualization will be beneficial. Only those with proven track record in Power BI dashboard development, data visualizat...
I'm seeking a remote position in Information Technology specializing in Data Analysis. - My skills and experience lie in the realm of data analysis, and I possess a keen ability to interpret complex data, find trends and provide meaningful information. - I am seeking a full-time remote job, so the prospective freelancer should ideally have experience in both IT and Data Analysis roles. - Any additional knowledge or experience in Network Administration or Software Development would be beneficial, but is not a necessity. - The ability to work independently and stay motivated in a remote working environment is essential. - Candidates will need effective communication skills to present data findings and engage in...
...highly proficient in Python to assist me develop ML+DL algorithms for a specific project. Key Responsibilities: * Step 1: Regenerating Exact same graphs shown in PDF using same dataset * Step 2: Apply other various ML + DL algorithms for future prediction and Obtain better results in term of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE etc then already applied models * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as a Scientific research. Ideal Skills & Experience: * Proficient in Python programming language * Prior experience in Machine Learning and Deep Learning algorithms * Anyone with Past Experience as a research assistant will be highly appreciated Ple...
As the client, I'm in need of an experienced content writer who can craft 20,000 words of high-quality, SEO-optimized content for my technology-focused project. Ideal Skills and Experience: - Proven experience in creating content for industry professionals - Excellent knowledge of SEO structures and keyword research - Expertise in technology topics Key Job Requirements: - Conduct comprehensive keyword research for the SEO structure of the content - Write engaging, in-depth content aimed at industry professionals - Ensure that the content focuses on technology topics and adhere to SEO best practices - Deliver 20,000 words of high-quality content optimized for search engines This project offers an excellent opportunity to showcase and enhance your content...
...that specifically explores the distinctions and parallels between coaching and mentoring at an executive or senior level. Your work should be enriched with references and examples to make it more robust and credible. Key Aspects to Cover: - I'm particularly interested in you focusing on strategic purposes. This means you should highlight how coaching and mentoring can be used to: - Enhance leadership capabilities - Increase organizational effectiveness - Drive innovation and change Ideal Freelancer: - Previous experience in coaching or mentoring at a senior level would be a huge plus. - Strong research skills to ensure that your article is backed by relevant and current references. - Exceptional writing skills to help make the article engaging and easy to foll...
This project requires advanced data analytics skills for visualizing a selection of datasets including sales data, customer feedback, and social media analytics. Key Deliverables: - Creation of intuitive bar ch...data analytics skills for visualizing a selection of datasets including sales data, customer feedback, and social media analytics. Key Deliverables: - Creation of intuitive bar charts, pie charts and line graphs to illustrate patterns in the data. Ideal Candidate: - Excellent proficiency in data analysis tools - Experience in data visualization - Basic understanding of sales, customer satisfaction, and social media engagement metrics. Your role involves delivering visualized data that allows us to make better-informed decisions based on trend ...
Hi Mannu R., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
I'm in need of a professional data extractor who'll meticulously pull out the specified financial information of general insurance companies in India from their public financial reports. The extracted data should cover: - Profit and loss statements - Balance sheets - Cash flow statements - Specific Insurance-related data In terms of insurance-specific details, it's important to focus on: - Premium revenue - Claims expenses - Underwriting profit/loss The data should be compiled from multiple years and not just the current or previous year. Ideal candidates must be proficient in financial analysis, data extraction, and have an understanding of insurance company financials. An understanding of Indian general insurance companies would be a ...
I require a chartink screener/Atlas Dashboard that will be specialized in focusing on the Indian Stock Market. - Requirements: - The dashboard should be capable of screening out sectors and themes with the most stocks close to 25% from their 52 week high. - Ideal Candidate: The freelancer should have a good understanding of both the Indian Stock Market and how to configure a chartink screener/Atlas Dashboard. Experience with stock market analysis and dashboard configuration will be valuable. Excellent attention to detail will be crucial to ensure that the accurate information is displayed on the dashboard.
... Panamba () is a leading sports investment company with over 20 years of experience, specializing in data-driven analysis and informed investment decisions. Our unique algorithm identifies high-potential investment opportunities, ensuring superior returns for our clients. With personalized investment strategies, expert bankroll management, and dedicated account support, we provide a trusted and profitable betting experience. As a Football Investment Consulting Sales Specialist at Panamba, you will play a crucial role in driving sales and revenue growth through the promotion and sale of our consulting services to football betting enthusiasts. Leveraging your expertise in football betting markets, you will engage with potential clients, understand their invest...
I'm looking for a versatile data scientist to undertake a data science project. Details about the specific tasks, data set, and project purpose will be provided later, but it's best if you can perform data cleaning, data analysis, and predictive modeling. Ideal skills and experiences: - Proficiency in data cleaning and data analysis - Strong background in predictive modeling - Experience in handling diverse data sets Please make a bid if you feel comfortable working with ambiguous guidelines and can adapt quickly as the project's requirements take shape.
...company and we're in search of a skilled professional with expertise in data warehousing in Oil and Gas sector. We are going to use MongoDB. Key Requirements: - Data Integration: We need someone who can seamlessly blend data from various sources, ensuring accuracy and consistency. - Data Modeling: The ideal candidate should have a deep understanding of how to organize data in a way that supports business needs and decision-making. - ETL Processes: The selected freelancer will be responsible for the extraction, transformation, and loading of data into our warehouse. We are working with a medium-sized dataset (1-10 terabytes), so we need someone who is not only experienced in data warehousing but also with datasets of this size. Ideal Sk...
I am in need of a seasoned Google Analytics expert to assist me with setting up tracking codes, analyzing website traffic, and creating custom reports. While the client didn't specify, it's reasonable to assume that their ultimate goals are tracking website performance, analyzing user behavior, and optimizing marketing campaigns. Ideal Skills And Experience: - Proficient in Google Analytics - Experience setting up tracking codes - Proficient with website traffic analysis - Capabilities in creating custom reports. When applying, please include your past work, experience, and detailed project proposals to provide us with a comprehensive understanding of your skills and capabilities.
I'm seeking an experienced R programmer who specializes in data visualization, especially with numerical data. My project mainly hinges on creating insightful scatter plots, Histogram. Therefore, candidates should have: - Mastery of R programming. - Deep understanding of data visualization techniques, particularly on scatter plots. - A strong statistical background to handle numerical data effectively. Your task is to design and execute the visualization process in R, producing clear and precise scatter plots for my numerical data. An ideal output would offer maximum interpretability while retaining aesthetic quality.
I am in need of a thoroughly researched paper focused on the application of data analytics in business, concentrating primarily on its utilization within the social media sector. Key objectives of this study should include: - An overview of how data analytics are currently being employed within the business sphere, with real-life examples for context. - A deep dive into the specific application and relevancy of data analytics within the social media sector. Provide case studies if possible. - A clear understanding of the future potential of data analytics in this sector and how it might shape business strategies moving forward. A successful candidate for this project should be highly proficient in research, with experience in data analytics, business st...
I'm searching for a freelancer with solid experience and in-depth knowledge about real estate excel modelling. I need an Australian-based freelancer who has real estate experience. We have existing excel models that with the recent departure of our CFO, need someone to drive them while we find a replacement. The inputs will be provided by the project team and a hand over with the person who built the model is also possible if needed. Whats required is someone to ensure the models are used correctly. There is both a project specific model used for analysing whether a particular feasibility meets our hurdle rates along with a fund model that rolls multiple projects together along the operation of the manager. We primarily need the freelancer to input the data and genera...
I am seeking a meticulous professional who can provide in-depth analysis on various Internet Service Providers (ISPs) in Nigeria. This exhaustive research should include data on availability, speed, pricing, and WiFi services offered by these ISPs. Key areas of purpose: - Identify the service that best suits personal usage. - Provide comprehensive information suitable for both urban and rural settings in Nigeria. Skills & Experience: - Excellent research capabilities - Prior experience in ISP industry - Detailed understanding of networking concepts - Awareness of market conditions in Nigeria
