Algorithms in computer scienceproiecte

I need an expert in the field of computer forensics who can assist in recovering lost files, specifically documents. The ideal candidate will need: - Extensive experience in computer forensics, able to use advanced techniques and tools. - A proven track record of successfully recovering lost files, especially text documents. - Able to work methodically to ensure complete recoverability of lost files. - Awareness of privacy concerns and ability to ensure data confidentiality in the process. - Professionalism, timely communication, and adherence to deadlines. If you have the experience and are up for the challenge, I'd love to hear from you.

I'm in urgent need of a skilled Python coder to design an API that will allow users to understand faces in images better. The selected candidate would ideally be an expert in Python with experience in developing APIs and have a fundamental understanding of artificial intelligence, computer vision or machine learning, specifically facial recognition and analysis technologies. Functionalities required include: - Face Detection: The system should detect and display face coordinates within an image. - Face Comparing: The tool should be able to compare two faces in different images and identify if they belong to the same individual. - Face Registration: The system should allow the registration of faces for future comparisons. - Face Verification:...

...Corporate Business Development and Client Acquisition Experience QUALIFICATION AND SKILLS: Will be involved in Client Acquisition or Business Development. Will have to bring in New clients who have Digital Marketing Services Requirements to Socialight. Will have to be able to generate leads and reach out to CEOs, VPs, Senior Management, Directors, CXOs, Business Heads, Project Managers, HRs, etc. Excellent Communication & Convincing ability are required. Perseverance and constant follow-up with clients are required. Should have a computer, Internet connection & phone to get started. Prior Experience in Corporate Business Development and Client Acquisition is Mandatory. Proven experience in business development, preferably within the digital ma...

...looking for a skilled web designer to set up a forensic science website with a focus on solving a case. The website exists in joomla but we have transferred the content and media to wordpress and hope to have a new Wordpress design based on the existing simple Joomla site Key responsibilities will include: • Implementing the design accurately • Create navigational menus • Set up tabs within articles (4 articles) • Set up JWplayer video links (5 articles) • Set up google maps (1 article) • Setting up a search tool • Set up slideshows (5 articles) • Set up popup images (12 articles) Ideal freelancer should have: • Experience in creating wordpress websites • Strong capabilities in web designing following a ...

I'm seeking expert assistance to bolster the search engine rankings for my website, specifically on Google. We need to include crafted, industry-related jargon to increase visibility. Skills/Experience Required: • Extensive SEO experience with a strong understanding of Google algorithms • Proficient in industry-related keyword research and implementation • Background in improving website rankings through SEO strategies • Proven track record of increasing online visibility This project requires a unique blend of technical and creative abilities, able to identify and implement related industry jargon as keywords to enhance visibility on Google. We value data-driven decisions and innovative solutions. Your input and expert advice on how to ...

I'm looking for help creating AND voicing over videos in English. The voice need to sound natural in English. Computer generated voices not accepted. Please submit a short sample of your work (only one) The budget for this project is $4/hour.

...enabling organizers and vendors to arrange appointments directly through the site. - Systems for state-by-state taxation. - Messaging integration to streamline communication. Finally, it is imperative that your work encompasses thorough website testing, ensuring that all functionalities, links and integrations are not just operational, but optimized. The successful freelancer will have experience in the above areas and will demonstrate an understanding and commitment to the project's objectives. They will also need to be capable of creating engaging content, demos and videos, preparing a sitemap and establishing social media accounts. After completion, full transfer of coding onto the domain name is required. Throughout the project process, there may be additions and ame...

For this project, I am looking for an experienced scientific writer who specializes in environmental science. The focus of your work will be microplastic removal using nanotechnology. The review paper you produce should offer a comprehensive look at this topic, including but not limited to: - The latest advancements in this field. - Novel techniques that have demonstrated effectiveness. - How nanotechnology has been applied, or could potentially be applied, in microplastic extractions. - The environmental implications of these extraction methods. Ideal Skills: - A background in environmental sciences. - Proficient in academic writing and research. - Knowledge of microplastic pollution and its remedies. - Familiarity with nanotechnology. - A...

...see whether humans have the ability to visualize a future outcome while in a mildly meditative state. I know… it sounds a little crazy, but this does work, and the science behind it is really very deep. To date, we have collectively completed over 16,000 trials which have been 51% correct in predicting their respective future outcomes resulting in over 2.2 standard deviations from chance expectation. This translates to odds against chance of approximately 1 in 100. This means that such an outcome is highly unlikely to occur by random chance, indicating that the guesses (predictions) are not simply random. Here is what the job entails: At some point, once per day whenever you choose, you must spend at least 30 minutes in a mildly meditat...

Automated bids will be...resonate with this demographic. Ideal skills and experience: - Proven experience in specific strategies to increase organic followers on Facebook. - An understanding of Facebook algorithms. - Ability to create compelling content that encourages user engagement. - A deep understanding of how to attract and engage the adult (18 to 60) demographic group. - Good metrics analysis skills to track the success of the implemented strategies. Looking forward to receiving informative bids from experienced candidates. The ultimate goal is to increase our online presence and connect with our target demographic more effectively. My budget is limited so please only contact if you can do this within my budget. Reply with " getu " in the start ...

I'm after a skilled application developer with proficiency in both iOS and Android platforms. My vision is to create an intuitive route planning app that will greatly enhance the user's travelling experience. More specifically, the key feature should allow: - Detailed route planning Ideal candidates should have demonstrated experience in mobile app development with a portfolio that includes mapping projects. Familiarity with user-centered design and geolocation services will be highly appreciated. Exceptional candidates will have prior experience in integrating routing algorithms for maximum user convenience.

...is highly skilled in Natural Language Processing (NLP) and particularly in text classification, sentiment analysis, and named entity recognition. The primary goal of this project is to significantly improve the latency and context understanding of NLP models I currently use. Key responsibilities: - To develop and refine NLP models for faster sentiment analysis. - To evaluate the models using a wide range of text data from multiple sources such as customer reviews, social media posts, and news articles. - To advance the context recognition of NLP models across all text data. Ideal Skills: - A strong background in data science and natural language processing. - Extensive experience with text classification, sentiment analysis, and named entity recognition. ...

...meaning the more successful you are in your work, the more you will earn. Your responsibilities include: - Full ETSY store management. I expect you to handle all aspects, including customer interactions. - Sourcing high-quality products from reliable wholesalers and manufacturers. You are allowed the freedom to find and select products as per your judgement, since I don't have a specific category in mind. - Regular monitoring and strategic pricing adjustments to boost sales and store visibility. The ideal freelancer for this job would have prior experience managing an ETSY shop, an eye for popular and saleable products, and a strategic mindset to optimize for profits. Understanding of the ETSY platform rules and algorithms is a must. Additionally, capabiliti...

I am looking for a freelancer who can help me bo...More than 500 Target number of followers: More than 10000 Timeframe: More than 3 months Skills and experience required for the job: - Proven track record in increasing followers on Facebook pages - Deep understanding of Facebook algorithms and strategies for organic growth - Ability to create engaging and shareable content that attracts new followers - Familiarity with Facebook ads and paid marketing campaigns - Strong analytical skills to track the progress and success of the follower growth - Excellent communication skills to collaborate with me and provide regular updates on the project If you have the expertise and experience in boosting Facebook page followers and are able to meet the above requirements, plea...

KVF Marketing, a leader in crafting digital success stories for concrete leveling & concrete raising businesses, , is on the lookout for a Website Content & Marketing Specialist. If you’re fascinated by the intersection of digital writing, AI and content creation, especially within the local SEO landscape, we’ve got the perfect spot for you on our team. Who We Need: We need a creative mind who’s deeply immersed in the art and science of AI-driven content creation, with a sharp focus on local SEO for service businesses. You're not just writing content; you're sculpting digital pathways that connect our clients with their local customers. You understand that a well-ranked article or a perfectly optimized website page can significantly...

...(client provided) footage, text and graphics. - Prior Experience: A strong background in health-related content creation is desired. Any demonstrated experience in audiology or related fields would be highly advantageous. - Technical Expectations: Knowledge and competency in video editing and graphic designing are important. You will need to create videos inclusive of relevant graphics, animations, or footage that keeps viewers engaged while effectively communicating complex health concepts. - Creativity: Tailor videos to the target audience (senior citizens); simple, clear images and graphics, a relaxed pace, and smooth transitions. Experience in creating content for YouTube, understanding its algorithms and audience dynamics, is essential. This ...

...generate leads on Facebook, Instagram, and Twitter. As this project primarily targets young adults, the freelancer must be skilled in reaching and engaging with this demographic on these platforms. Key requirements: - Proven experience in growing brand recognition and generating leads via social media - Ability to create platform-specific strategies attracting young adults - Proven record in driving quality traffic to websites via social media channels - Exceptional understanding of Facebook, Instagram, and Twitter algorithms - Ability to provide detailed reports and analytics showing progress and areas for improvement Ultimately, your role will be fundamental in enhancing my brand's online presence and driving effective engagement amongst young...

I need a new logo for my blog, tissuepathology.com. It's aimed at medical professionals, so the design must b...professional. Preferences: - The design should be modern and minimalist. Keep it simple, but visually compelling. - Incorporate pathology-related symbols like cells or slides. Skills and Experience: - Have experience with logo design, preferably in the medical or science sectors. - Be able to present a portfolio of previous logo designs. - Be capable of delivering a combination of professionalism and creativity. - Must understand the significance and representation of pathology symbols. Your creativity will play a significant role in branding , a trusted educational source since 2007. Can't wait to see your ideas! Current logo/banners attac...

please send message of your ionic experience. Must be willing to work remotely into my computer from time to time

I'm in search of an experienced children's book illustrator, with a focus on watercolor artwork. Requirements: - Conceptualize and execute 12 watercolor illustrations suited for a children's book aimed at the 0-3 years age group. - Talent to depict characters and scenes in a manner that is captivating and age-appropriate. - Experience in watercolor illustration is a must, especially for children’s literature. Ideal Skills: - Outstanding proficiency in watercolor. - Experience in illustrating for very young children. - Great creativity and attention to detail. - Familiar with children's storytelling. The right freelancer will be able to charm very young readers with their watercolor illustrations. Examples of illustrati...

Exploring diverse avenues, I'm a 22-year-old art, writing, science, and music enthusiast, named Deisy. I'm eager to find a job that will harness my multifaceted skills. My sociable and friendly demeanor would fit perfectly for a customer service role. Ideal Candidate Should Have: - A love for art - Strong writing skills - A knack for science - A musical bent - Excellent sales abilities - Proficient customer service skills Optimally, hoping to find assignments in the following areas: - Art-specific roles - Writing-related tasks - Science-oriented projects - Music-related positions - Sales - Customer service roles.

Important: You will be expected to showcase previous work in this same field, with results to be considered for this project. I am in search of a skillful computer vision expert who can assist me in a project, which includes two specific aspects. 1. **RTMP to RTSP Conversion:** I need to convert an RTMP stream into an RTSP stream. I have a DJI drone which provides an RTMP stream. I am looking to convert that RTMP stream into an RTSP stream. The output I will look for is when I am able to stream the video using RTSP link on my VLC player. If that works then I will consider this task as complete. 2. **Posture Detection and Angle Detection on Videos:** This task involves identifying and marking postures in 15-30 second-long videos. 2.a) The processing s...

...Apply thermal loading scenarios to model the actual load conditions that may exist in the real world. - Fatigue Life Estimation: Calculate the fatigue life of the selected material under the applied thermal loading. The desired outcomes from this analysis are to Identify potential failure points in the selected design and material. Furthermore, the analysis should provide an opportunity to optimize material and design choices to ensure maximum efficiency and lifespan. The analysis should also take into account specific constraints: - Temperature Range: Consider diverse operational temperature scenarios that could potentially affect fatigue life. - Component Dimensions: The analysis should be carried out keeping in mind the actual dimensions of the component. Id...

As an emerging clothing brand, I am in urgent need of an experienced social media specialist to start and manage my Instagram and TikTok accounts I just created the accounts. Main Objectives: - Build authentic engagement with followers - Generate leads and drive sales through these platforms Ideal candidate will possess: - Proven track record in social media management, particularly on Instagram and TikTok - Proficient in creating engaging content tailored for target audiences - Understanding of social media algorithms and strategies to increase visibility - Strong communication skills and responsiveness Please reply with: - Examples of other brand social media profiles you've managed - How you intend to increase sales via these platforms - Estimated t...

We are currently seeking a talented scriptwriter to create exciting narratives for my next project. The game's genre is strategy-based, set in a futuristic universe. The core story revolves around people working in businesses and corporate offices, which offers an interesting dynamic and a slate of distinct characters. The perfect candidate for this project will have: - Experience in scriptwriting, specifically for video games. Any prior experience with strategy games is a significant plus. - A strong grasp of science fiction tropes and futuristic settings. This will be critical in creating an engaging world and believable character interactions. - Excellent dialogue writing skills. Characters should have unique voices that reinforce their backgrou...

I require an expert-level computer science professional to collaborate on an epilepsy-focused project using deep learning models. Key components include: - Expertise in utilizing Convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM), and RESNET-152 deep learning models. - Experience with interpreting Electroencephalogram (EEG) data. - Ability to achieve a fast turnaround as the project completion is desired ASAP. The ultimate goal is the efficient classification of epileptic seizures with the assistance of EEG data, utilising the strengths of CNN, LSTM, and RESNET-152 models. Your significant experience in these areas will greatly enhance the successful execution of this project within the desired timeframe.

I will do this work efficiently and quickly

I've got a substantial amount of data that needs copying from my local computer. This consists mainly of text and files. To make the copied data easy to navigate, I'm looking for someone who can organize it alphabetically. Key Responsibilities: - Copying the specified data from the local computer - Making sure copied data includes both texts and files - Organizing the copied data alphabetically for easy navigation Ideal skills and experience for the job would include: - Advanced computer skills, particularly in file management - An eye for detail to ensure all data is copied correctly - Excellent organizational skills for sorting data appropriately - Previous experience in data management or a similar role is a plus. In addition to the...

For my project, I seek a freelancer skilled in image processing, particularly in recognizing LED lights within an image. • Main Task: The primary job revolves around detecting objects in images. More specifically, these objects are LED lights, and they can often exhibit varying levels of brightness due to their pulse-width modulation (PWM) frequency. • PWM Frequency Range: Your role will require you to focus on medium range PWM frequency, that is, between 100Hz and 1KHz. This stipulation is crucial, and your ability to recognize these frequency patterns will inform the success of this role. • Expertise: Proficiency in computer vision libraries and algorithms along with an understanding of LED brightness will be ideal. Familiarity ...

I'm seeking a skilled SEO expert to help me improve my site's search engine rankings through the creation of backlinks from high authority domains. Key responsibilities will include: - ...authority domains. Key responsibilities will include: - Analyzing my website to identify areas where backlinks can be fruitful - Intelligent placement of backlinks on the specific high authority domains I have listed - Ensuring the backlinks are both natural and relevant to my content. Ideal candidates should have: - Proven experience in successful link building strategies from high-authority domains - Strong understanding of Google's ranking algorithms - The ability to work within Google's guidelines to enhance website ranking. Let's work together to boo...

Junior Project manager Mode: Remote, part time, flexible hours We are seeking for dynamic individuals, quick learners with good organisational skills and a knack...everyone is aligned with the project. 5. Client retention 6. Traveling for project operational reasons. Eligibility: 1. Good interpersonal and communication skills 2. Fluent in English and native fluency in one European Language 3. Basic computer literacy 4. Basic Administration skills 5. Creative thinking, detail oriented, adaptability, flexibility. 6. Ability and desire to learn and grow. 7. Ability and availability to travel. If you are enthusiastic, a critical thinker and an adventure seeker then this is the job for you! Based in Europe, this job offers opportunities for travel and growth. ...

I'm looking for a highly creative individual who can generate captivating content for my...my Facebook, Instagram, and Linkedin platforms. The main objective of this project is to enhance my brand's visibility and provide educational content to my audience. Key Responsibilities: - Craft text-based articles that are in line with our brand's identity and objectives - Develop compelling infographics that can grab our audience's attention Ideal Skills: - Strong written communication skills - Deep understanding of Facebook, Instagram, and Linkedin algorithms - Proven experience in increasing brand visibility through content creation Your extensive skills in these areas will help my brand reach a wider audience and educate them about the value...

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...experience with the algorithms and trends on these platforms will be required. - **Boosting Brand Awareness**: Your main objective will be to increase our brand’s visibility and attract more users to our pages. You must be able to develop and implement effective strategies that can help us gain more followers and engagement. - **Content Creation**: The content should focus on educational material about our industry. You should be able to create informative and original content that not only aligns with our brand but also resonates well with our target audience. Prior experience in content creation for our specific industry will be highly regarded. Ultimately, I am looking for someone with proven experience in enhancing brand awareness through social media ...

I am in need of an expert in robotics and programming to bring a unique project to life. The main task for this robot will be to follow a specific frequency sound within a short range - specifically, within a room. The tasks will include: - Building a robot capable of maneuvering obstacles smoothly. - Programming the robot with the ability to pick and place objects. - Ensuring the robot can perform repetitive tasks without issues. - Programming a sound-following feature, with a specific focus on a particular frequency. Ideal Skills: - Specialized knowledge in robotics. - Strong programming experience, particularly in algorithms related to sound recognition and robotic movement. - Experience with sound frequency detection. - Proven abilities to troubles...

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I'm looking to outsource the management of a Google Ads campaign with the primary goal of g...Extensive knowledge of this demographic and ways to reach them effectively is crucial. Platform: - Majority of the audience is expected to be reached via Google search, so an intimate understanding of Google's algorithms and how to leverage them for maximum visibility is necessary. Skills and Experience: - Proven experience in creating high-performing Google Ads campaigns - Solid understanding of lead generation techniques - Familiarity with targeting business professionals - Strong Google search optimization skills Please provide examples of similar campaigns you've managed in the past along with their results. Let's generate quality leads toget...

...grasp of product listing optimization, specifically in title and product description optimization. My product listings are generally acceptable, but I believe there's always room for improvement. The general aim is to boost sales and improve indexing. Key Responsibilities: - Refining product titles: My product titles are mostly optimized, but I'm looking for a more refined outlook that resonates well with the market trends and customer preferences. - Elevating product descriptions: Even though my product descriptions are good enough, I'm counting on you to further enhance them and make them exceptionally noticeable in the sea of listings on Amazon. Ideal candidate skills: - Proficient with Amazon Seller Central. - Well-versed in the science ...

I am seeking an Android app developer who specializes in Artificial Intelligence (AI) and Machine Learning (ML). The primary goal of the app will involve image and voice recognition, text-to-speech functionality, as well as "fake and real currency detection for visually impaired people." Key functionalities include: - Image Recognition: The app should be able to identify objects in the user's environment. - Voice Recognition: The app should comprehend voice commands to function effectively. - Text-to-Speech: Conversion of the recognized text into clear, high-quality speech is needed. - Fake and Real Currency Detection: Implementation of sophisticated algorithms to distinguish between real and counterfeit currency. - Voice-Guided Navigation: Must contain...

I'm looking to hire an expert to improve the search engine ranking of my website with a focus on Google. The project's primary goal is to imp...Build quality backlinks to enhance the website's authority - Regularly monitor and adjust strategies based on performance analytics Preferable skills and experience: - Proven SEO & link-building experience - Expertise in keyword research and analysis - Knowledge of ranking factors and search engine algorithms - Proficiency in English language The success of this job will depend on increasing the visibility of specific products or services I offer. It's crucial for the freelancer to understand the nuances of these terms to effectively target and rank for them. Your expertise in this area will s...

The Crop Recommendation System will utilize advanced Machine Learning techniques to analyze a multitu...recommendation project on soil basis just need some updates on basis of historical prices and future price trends and need to work on UI. Skills and Experience: - Proven experience with web development and user interface design. - Extensive understanding of user authentication process - Proficiency in Machine Learning, particularly in developing recommendation systems. - Solid knowledge of Machine Learning algorithms and technologies, specifically in the area of recommendation systems. All of this need to be done in django[backend] + postgresql + html/css/js or react.js on frontend. This is for a college project and must be done with the said tech sta...

...to evaluate the cryptographic algorithms of a set of generated numbers from a specific MATLAB software using the NIST SP 800-22 Diehard test. The key objective is to scrutinize the randomness of data produced by the software, in order to assess its reliability and encryption standards. Ideal Skills and Experience: - Strong experience in conducting NIST SP 800-22 Diehard tests. - An in-depth understanding of cryptographic algorithms. - Expertise in using MATLAB software for data generation. - Proficiency in statistical analysis to interpret test results effectively. Your job will involve: - Processing a given set of numbers generated from MATLAB software. - Conducting Diehard tests to evaluate the cryptographic algorithms impleme...

...application to directly control FLIR cameras using a LattePanda mini PC and its integrated Arduino. The application will leverage the FLIR Atlas SDK (and later, the FLIR Science SDK) to communicate with the camera, while utilizing the Arduino's built-in radio receiver to process PWM signals. Objectives: - Hardware Integration: -- Establish a seamless interface between the LattePanda's Windows environment, the Arduino co-processor, and the FLIR camera. -- Configure the Arduino's radio receiver to accurately decode PWM signals. - Software Development: -- Create a Windows application using the FLIR Atlas SDK (and in the future, the FLIR Science SDK) to issue commands to the FLIR camera (start/stop recording, potentially other functions). -- Dev...

Overview of the Task: The original test sheets contain many data sets each with 49 numbers. Each data set is a column. Each of the data sets/columns has 7 out of 49 numbers selected as Process numbers. These are given in bold red. Now, the last column, the rightmost column, is the target data set for prediction. All other columns are data sets to be used for training the model. The project's ultimate objective is to predict the 7 process numbers of that last column/data set using Machine Learning models. We are using as many as 5 different types of ML models to predict these 7 pattern numbers from the target data set which is the last column of each test sheet. During this process of prediction, we have come across certain observations. We had to solve those observations ...

I am in need of a proficient Python programmer with strong skills in data entry automation. - The preferred candidate will handle Excel files and bookkeeping software. - The tasks being automated include Data Input, Data Sorting, and Error Checking. - A strong understanding of Excel file manipulation in Python is critical. - Experience in error-checking algorithms and data sorting techniques is a major plus. - Candidates should be detail-oriented and able to test and debug the program thoroughly to ensure its accuracy and efficiency. If you have these skills and can provide references of similar automation jobs done before, this might be the project for you. Looking forward to seeing your bids!

I'm looking for an adept Unity developer specialized in VR development for an Android App VR Player. Requirements: - 20 VR videos for 5 mins each duration. - Extensive experience with Unity and Android VR development - Expertise in integrating 360-degree video support The end result should be an application capable of playing 360-degree videos smoothly. If you have any past work that demonstrates these abilities, feel free to share. Knowledge on ensuring compatibility with various VR headsets will be seen as a bonus. Let's revolutionize VR content viewing together!

PART-TIME ACCOUNTING STAFF REQUIRED FOR A SMALL OFFICE IN MELBOURNE A small office in Melbourne needs additional staff to sustain its expansion. A number of Accounting Staff are required to work through the internet on a part-time basis. Candidates should: 1) have an accounting background; 2) have experience in Xero Accounting Package; 3) be able to speak and write English clearly; 4) have their own internet connection and computer unit; and 5) be able to start work immediately. Successful applicants will be required to work 3 to 5 hours a day, Mondays to Fridays. There are good prospects of being offered full-time employment for dedicated candidates, with increased wages. Wages are paid fortnightly, 120 pesos per hour. Interested applicants should provide...

I'm in need of a skilled computer vision and artificial intelligence programmer capable of enhancing our industrial process control. Key Responsibilities Include: - Implementation of a machinery part identification system involves accurately recognizing machine parts using the manual guide supplied by the manufacturer. This system processes the text from the manual guide to identify crucial machine parts and automatically detects them when the camera is focused on the machine in a dynamic setting. - Familiarity with industrial settings will be beneficial. - You should have experience and skills in AI programming, particularly relating to NLP and object detection. - Must Include a report explaining the code, algorithm, and mathematical development with all...

I need a professional to help me establish a Google Knowledge Panel for a musician. We would kike this to be completed as soon as possible. DETAILS: - This Knowledge Panel should display a detailed biography and discography of the musician. - I'd like exi...Panel should display a detailed biography and discography of the musician. - I'd like existing music links of the musician to also be integrated. - A special feature of this panel should be the provision of social media links. These should link to the musician's Facebook, Instagram, Youtube, and Link tree accounts. IDEAL SKILLS: - Prior experience in setting up Google Knowledge Panels. - Knowledge of SEO and Google's algorithms. - Proficient in providing efficient and swift results, due t...

Overview of the Task: The original test sheets contain many data sets each with 49 numbers. Each data set is a column. Each of the data sets/columns has 7 out of 49 numbers selected as Process numbers. These are given in bold red. Now, the last column, the rightmost column, is the target data set for prediction. All other columns are data sets to be used for training the model. The project's ultimate objective is to predict the 7 process numbers of that last column/data set using Machine Learning models. We are using as many as 5 different types of ML models to predict these 7 pattern numbers from the target data set which is the last column of each test sheet. During this process of prediction, we have come across certain observations. We had to solve those observations ...