Computer training institute pokhara jobs

StarVision IT, a homegrown multinational software company with an established track record serving MNCs and government agencies, is seeking motivated freelance...advantageous, but not mandatory • Ability to speak in Mandarin is a bonus Located in Singapore • No experience may also apply Earnings and Benefits: • This role is 100% commission-based, offering very attractive earnings. • Earn up to $600 for EACH successful vendor onboarding. For example, if you onboard one vendor each day, you can make up to $600 a day (based on results). What We Offer: • Training and resources to equip you to get results • Freedom and flexibility to work on your own schedule • Earn what you deserve, based on your own performance Interested parties please DM me f...

I am looking for an experienced UI/UX design trainer to impart knowledge and skills to my large team of over 11 beginner level members. Skills and Experience: - You need to be proficient in user research techniques to guide my team in gathering and utilizing user data effectively. - You must be an expert at wireframing and prototyping to simpl...the process to my team. - Knowledge of user interface design principles is essential to equip my team with the basis of creating intuitive and user-friendly designs. This role requires a seasoned professional who has the ability to coach and raise the competence level of a team from beginner to at least intermediate level in UI/UX design. The ideal candidate will have a portfolio of previous training sessions or a proven history in a sim...

My budget not more 10$ Development desktop application : Requirements 1: scan any buttons fields used computer vision or openai vision or Google gimini to recognize fields or buttons 2: creator record macro auctions in same time record/uploading voice and notes 3:export files then shared the files with others that have same desktop application Output: the software working without in others that have same extension

I'm in need of a high-performing Automatic Vehicle Number Plate Detection System. Specifics of the Project: - The system will be used in a CCTV setup. - The key purpose of the system has not been defined yet, as I skipped the question con...the types of vehicles to be detected have not been defined yet as I skipped the specific question. The system could possibly need to detect cars, motorcycles, or trucks. - Crucially, the system must guarantee a minimum accuracy rate of 95% at detecting vehicle number plates. Ideal Skills and Experience: - Deep learning and machine learning especially for object detection - Image processing and Computer Vision - Experience with developing similar vehicle number plate or license plate recognition systems - Familiarity in working with CCTV ...

...online social media skills but other technology (including AI) and content creation skills as well. You will also have excellent attention to detail, be self-motivated to work remotely as well as demonstrate initiative. Desirable Knowledge: • Content creation • Social Media Engagement • Video Creation • Social Media Marketing • Social Media Research • Social Media Algorithms • Zoom/Restream usage (training on the above will be provided to the successful applicant if needed) Hours: Flexible working hours are available Approx 1hr per day – 5 days per week Preference will be given to those who are available in the US Time Zones. Pay Basic payrate will be offered in accordance with your location, however, this will be increased as your abil...

...recommendations. Key Details: - Framework Utilization: The API needs to be integrated with TensorFlow. - TensorFlow Focus: The specific TensorFlow feature of interest is its capacity for forming recommendations. - Model Training: Despite the availability of pre-trained models, the requirement in this context is to train models from scratch. Ideal Skills & Experience: - Profound knowledge of TensorFlow - Comprehensive understanding of machine learning algorithms, with a focus on recommendation systems. - Strong background in creating and integrating APIs. - Previous experience in training ML models from scratch. My goal is to produce a system that offers solid recommendations via an efficiently integrated API. The expert handling this should be comfortable worki...

...including: - Training new employees on how to operate our specific robotic line - Serving as a detailed guide for trouble shooting any issues that may arise - Documenting all necessary safety procedures in order to maintain a secure working environment The manual must cover specific tasks related to our robotic line such as: - The correct procedure for setting up the robotic line - Crucial steps of programming the robotic line - In-depth information on how to accurately calibrate the robotic line The type of our robotic line involves shaking feeding and pick and placing operations. Ideal freelancers for this project should have a firm grasp of robotics, particularly in industrial settings, clear writing skills, and experience in creating technical manuals. A background i...

I have developed a computer vision code for 3 cameras to detect a specified object using a mask that I setup. The code is working but it is very slow. I also tried with Nvidia CUDA, but it did not give the expected results, I want someone to check the code and make necessary optimizations to make it as fast as possible.

I'm in need of a capable freelancer with intermediate level expertise in programming a Yama Seiki GTS 150 with Fanuc 0i TD control. The scope of this project includes: - Modifying existing programs: These were initially designed for our parts from a Miyano 34s (0T control subspindle). I require someone with the capacity to intuitively adjust these to suit our Yama Seiki GTS 150. - Training: Alongside the program modification, I'm also looking for somebody who can impart knowledge about this new (to us, since 2011) lathe. We've recently experienced a shop fire and are in the process of resuming normal operations. This is a crucial part of that journey. Please note, I'm specifically targeting intermediate level professionals with a solid understanding of the Fan...

I need a skilled 3ds Max animator to create a hyper-realistic exterior car animation. The animation should feature a race car set in an engaging holiday park. Desired attributes include: 1. Mastery of 3Ds Max. 2. Proven experience in generating realistic car animations. Please show examples! 3. Be able to work with my existing 3D models of location and props. 4. Have a powerful computer to handle large scenes. Please provide examples of previous realistic animations you have rendered, preferably featuring vehicles. I look forward to seeing your work and possibly collaborating on this project.

Urgently need: 1. Sales Representative - 3+ years experience preferably in B2C sales but software or account/lead based cold call marketing is useful - Excellent oral and written communication skills including training in active listening and getting commitments - Experience with office productivity systems including Google Workspace - Experience with CRMs (we have our own proprietary one that is a bit clunky) - Experience with VOIP systems 2. Social Media Manager - 3+ (preferably 5) years experience - Formal training in marketing (degree) - Prior experience in B2C marketing and lead generation - Good knowledge of SEM, SEO and paid social fundamentals - Design skills in at least Canva are desirable but not essential - Experience in social media management e.g. scheduling pos...

...compelling responses to requests for proposals (RFPs). The main goal is to increase brand visibility, generate leads and sales, and overall improve customer satisfaction. Your mission is to assist us in responding and winning RFP's in the areas of: - Temporary and permanent staffing, - Leadership development training, - Both in government and private sectors. Experience in the employment agency industry, specifically for temporary and permanent staffing and leadership development training, is imperative for the job. With your skills, we aim to win more contracts and grow our business. The ideal candidate should have: - An understanding of our industry specifics, - Experience in drafting winning RFP responses, - Innovative ideas that put us ahead of competitors, -...

...and enhance the overall viewer experience. * Stay informed about the latest vMix updates, features, and best practices, and incorporate new techniques and technologies to continuously improve event production quality. * Collaborate with the sound/audio team to ensure synchronized audio/video playback, proper audio mixing, and high-fidelity sound reproduction across all event platforms. * Provide training and support to internal staff or external partners involved in event production, empowering them to utilize vMix effectively and confidently. Qualifications: * Proven experience in live event production and virtual event management, with a focus on using vMix software for video mixing, streaming, and recording. * Expertise in sound/audio engineering, including microphone setup,...

I need 2 drawings for a profile (Drawing attached). ** need 1 drawing with measurement ** and 1 without measurement. Key Expectations: - The drawings should be clear, accurate, and to be used for manufacturing purposes. - They must include specific dimensions as per attached drawing. Ideal Skills: - Proficiency in CAD (Computer-Aided Design) software. - Knowledge in Timber profiles drawing. Please, include samples of previously completed technical drawings in your bid. I am looking forward to partnering with a professional who can deliver quality and precision.

I require a skilled full-stack AI developer to construct a robust object recognition system to assist in inventory management. This project involves both building a new photo recognition system and developing an...maintain an API for integration with our current system Ideal Skills: - Proven experience with AI/machine learning technologies - Strong understanding and experience in object recognition - Proficient in Full-stack Development - Experience with API development and integration The AI system is to be developed for a web platform. The successful bidder should have significant experience in AI, computer vision, and full stack development, preferably in inventory management systems. Understanding user requirements and translating them into optimal application functionality i...

...and extracurricular activities for homeschooled children. Foster Events: Host events to support foster care and adoption. Focus on Education: A Comprehensive Fine Arts Curriculum: Music: Offer training in various instruments and vocal performance. Visual Arts: Foster artistic skills through painting, drawing, sculpting, and more. Acting: Develop confident, skilled actors through engaging classes. Film: Provide training in filmmaking from storyboarding to editing. Life Skills: Equip individuals with practical life skills like cooking, sewing, communication, and personal finance. Dance: Offer training in various dance styles from ballet to hip hop. Martial Arts: Incorporate physical activity and discipline into learning. Revenue Options for the School: Tuition: Inco...

My budget not more 30$ Functionalities of desktop application : 1: scan any buttons fields used computer vision or openai vision or Google gimini to recognize fields or buttons 2: creator record macro auctions in same time record/uploading voice and notes 3:export files then shared the files with others that have same desktop application Output: the software working without in others that have same extension

I'm on the lookout for someone with a firm grasp of technology who can assist me in getting started with a new software application. Essential Attributes includes: - Experienced Trainer: This role involves breaking down complex technical terminology into easily understandable language and guiding me...me step by step. - In-depth Knowledge of Software Applications: The expert I need should be familiar with multiple programs and have a general understanding of software tech. - Experience on Buildertrend: As I'm using the Buildertrend operating system, familiarity with this system will be an added advantage. Candidates also need to have dealt with software troubleshooting and can make the training process easy. If this sounds like something you'd be adept at, I...

I'm in need of a skilled professional with a strong background in machine learning who can take on data normalization and training for my small dataset. The dataset, currently in Excel format, contains relevant data on threat, vulnerabilities, existing controls, likelihood, and impact. In this project, you would be responsible for: - Cleaning the dataset to ensure accuracy and relevance - Normalizing the data for consistent, efficient analysis - Employing machine learning techniques to train on cleaned and normalized data - The input should be the Threat, Vulnerability, Existing control and the Model should predict the liklihood and Impact Ideal skills and experience for this project would involve: - Extensive experience with machine learning algorithms and processe...

I am a budding student of computer science, keenly interested in enhancing my skills in programming languages for the purpose of continual learning and practice. This project focuses on: - Acquiring an in-depth understanding of different types of programming languages - Grasping the practical application of programming languages in various scenarios Ideal Skills: - Patience and proficiency in teaching complex concepts in a simple, comprehensible manner - Expertise in various programming languages - Knowledge sharing of best practices and tricks in coding - Excellent communication and mentoring capabilities If you are seasoned in programming languages and have a knack for making learning a thrilling experience, I am looking forward to starting a fruitful journey with you.

I'm seeking a temporary Personal Research Assistant until May 31, 2024. This remote, non-benefited role offers a targeted hourly rate dependent on your experience. Key Responsibilities: - Data gathering - Literature re...role offers a targeted hourly rate dependent on your experience. Key Responsibilities: - Data gathering - Literature review - Statistical analysis Our research project aims to uncover new insights within the Education industry. As such, successful applicants should: - Possess demonstrable data gathering skills - Be familiar with performing literature reviews - Have prior experience or training in statistical analysis Join us in our journey of exploring new areas and contributing to the field of Education. Please DM to discuss the role in more deta...

My budget not more 30$ Functionalities of desktop application : 1: scan any buttons fields used computer vision or openai vision or Google gimini to recognize fields or buttons 2: creator record macro auctions in same time record/uploading voice and notes 3:export files then shared the files with others that have same desktop application Output: the software working without in others that have same extension

I own an IT consulting firm which is recently extending its offerings to trainings in tech. The tech trainings offered are mainly focused on data analytics/science, BI and cloud computing. The courses are mainly given to people who have no prior tech or coding experience but those who want to break into tech career. I am looking to hire a skilled BI developer with extensive experience with Tableau, Power BI and other BI tools. The freelancer will be helping me design the curriculum and also teach BI and data visualization Must have skills: 1) Power BI-DAX, M Language, Data Modeling, Power Query 2) SQL 3) Good teaching skills. 4) Great command of English PLEASE SUBMIT YOUR PROPOSAL WITH YOUR RANGE OF EXPECTED HOURLY RATE!

I'm currently searching for an expert to complete flooring takeoffs for commercial construction projects. Key responsibilities will include: - Identifying viable commercial construction projects - Conducting detailed and accurate takeoffs - Saving takeoffs and construction plans after completion Ideal candidates will have a strong computer skills and familiarity to construction plans. Your expertise will lend to a more accurate understanding and outline of all necessary costs involved in these projects. This understanding is key to my operation, so it is of utmost importance that you bring a keen eye for detail and solid knowledge base to the task at hand. Your solid time management and resource planning skills will be beneficial. Experience in similarity to this type of j...

My budget not more 50$ Functionalities of Chrome extension : 1: scan any buttons fields used computer vision or openai vision or Google gimini to recognize fields or buttons 2: creator record macro auctions in same time record/uploading voice and notes 3:export files then shared the files with others that have same chorme extension Output: macro working without in others that have same extension 4: deployment on marketplace

My budget not more 50$ Functionalities of Chrome extension : 1: scan any buttons fields used computer vision or openai vision or Google gimini to recognize fields or buttons 2: creator record macro auctions in same time record/uploading voice and notes 3:export files then shared the files with others that have same chorme extension Output: macro working without in others that have same extension 4: deployment on marketplace

I am seeking a skilled graphic designer to create an engaging and informative flyer for our Judo Club. The flyer should attract potential new members of all age groups. Key content to incorporate includes: - The Club's location and contact details - Our weekday training schedule and membership fees - Various benefits of joining our Judo Club - Various photos Ideal candidates for this project should have experience in creating eye-catching sport-themed designs and are able to communicate detailed information effectively. Understanding of print design, clear typography and its readability is a plus.

I'm looking for an experienced developer who can create a VST3 plugin compatible with all the DAWs. The main function of t...with this technology and this project is to convert it into a VST3 plugin (check GitHub for Source project example - Mangio-RVC-Fork ) NEEDS: - The plugin must support WAV, MP3, and FLAC audio formats. - It will have the capacity to carry out real-time training of the vocal model. - It should provide precise, high-quality results when working with vocal model training. SKILLS: - Experience in VST3 plugin development and python - Familiarity with DAWs and audio processing (wav, mp3, flac formats) - An understanding of vocal model training algorithms Note: Please provide previous work examples related to audio plugin development project...

Note: my budget not more 10$ Functionalities of Chrome extension : 1: scan any buttons fields used computer vision or openai vision or Google gimini to recognize fields or buttons 2: creator record macro auctions in same time record/uploading voice and notes 3:export files then shared the files with others that have same chorme extension Output: macro working without in others that have same extension 4: deployment on marketplace

I require a competent professional to clean up and insert necessary citations, abiding by APA format, within my training document aimed at peer support services related to mental health and well-being. The document contains around 14,000 words, posing a somewhat urgent project as I require completion within a few days. * **Main Tasks** * Thoroughly proofread for any possible errors * Find appropriate citations and add them as and where necessary * Correctly cite necessary areas in APA format, and create a reference lists * add graphics and other design elements. Make it look more fun and easy to read * Promptly deliver the final document via Email Ideal candidates will possess strong backgrounds in academic writing, particularly with APA citation style. Knowle...

We are the company that promotes projects on the Internet related to international training and coaching business . - one of our projects For this promotional activity we build the scope of internet resources (such as landing pages, websites, online-platform and so on) We are looking for the professionals who can technically support all our websites and help to optimize the existing resources based on your professional experience. I can send you more detailed description Let me know Thanks If you think you would like to apply for this vacancy please read more detailed description: - The main area of ​​responsibility is maintaining resources (website, business WhatsApp, Google sheets, Google Apps, MailChimp, Gmail, etc. and contact form integrations) in working state. React

I am seeking researchers in Ede, Netherlands to conduct market research for a retail audit. You will have to own an android mobile device to be eligible for this project. Training will be provided. You will visit 4 supermarkets in the city of Ede, Netherlands and the payment for this project is €175. You will audit baby diapers, wipes, kitchen paper, toilet paper and feminine hygiene products- no purchases required only photographs of the products. Deadline- 4 days Specific requirements for the project include: - Conducting a retail audits in Ede, Netherlands - Collecting data on android device using our company app Skills and experience needed for this project: - Strong analytical skills - Excellent communication skills - Ability to finish the project by a specific deadl...

I am seeking researchers in Utrecht, Netherlands to conduct market research for a retail audit. You will have to own an android mobile device to be eligible for this project. Training will be provided. You will visit 2 supermarkets in the city of Utrecht, Netherlands and the payment for this project is €75. You will audit baby diapers, wipes, kitchen paper, toilet paper and feminine hygiene products- no purchases required only photographs of the products. Deadline- 4 days Specific requirements for the project include: - Conducting a retail audits in Utrecht, Netherlands - Collecting data on android device using our company app Skills and experience needed for this project: - Strong analytical skills - Excellent communication skills - Ability to finish the project by a spe...

I'm seeking a proficient CISCO expert who can help with the specification and procurement ...Identification: Find a reliable supplier located in the EU. - Speedy Delivery: The selected supplier must be able to deliver the order within a two-week timeframe. - Competitive Pricing: The supplier should offer the most competitive price. In addition, I will require training and usage guidance once the equipment has been installed. Ideal candidates should have: - Extensive knowledge of CISCO equipment - Proficiency with networking and security - Proven experience in equipment procurement and supplier relations - Exceptional training and mentoring skills. Please check attached specification for detailed specs for router / firewall. Please bid also in the description esti...

I'm seeking a proficient CISCO expert who can help with the specification and procurement of specific alternative to CISCO equipment - namely, a new Cisco CGR 2010 with built-in SEC/K9 and GRWIC-D-ES-2S-8PC equipped with Layer 3 sof...Identification: Find a reliable supplier located in the EU. - Speedy Delivery: The selected supplier must be able to deliver the order within a two-week timeframe. - Competitive Pricing: The supplier should offer the most competitive price. In addition, I will require training and usage guidance once the equipment has been installed. Ideal candidates should have: - Extensive knowledge of CISCO equipment - Proficiency with networking and security - Proven experience in equipment procurement and supplier relations - Exceptional training...

Note: my budget not more 30$ Functionalities of Chrome extension : 1: scan any buttons fields used computer vision or openai vision or Google gimini to recognize fields or buttons 2: creator record macro auctions in same time record/uploading voice and notes 3:export files then shared the files with others that have same chorme extension Output: macro working without in others that have same extension 4: deployment on marketplace

I need a proficient web developer to create an institute library website. This site needs to feature an intuitive interface for ease of use, and the following key functionalities: - Search for books and resources - Check availability of books - Online book reservation Ideally, the developer should have previous experience in e-commerce or similar platforms. The website should be able to handle 10-20 book categories effectively. Knowledge of user interface design and web navigation is highly desirable. Your experience in database management will also be beneficial in managing book inventory and availability.

...advertising my services, providing detailed information about my business, and collecting leads. Consequently, the approach to this project needs to be holistic, ensuring all these elements are incorporated seamlessly. Site Content: This platform will need to be designed with the provision of accessible design recommendations, accommodation strategies, strategic planning, and Deaf awareness training. If you have experience crafting messages in a clear, concise, and engaging manner whilst maintaining a professional tone, your communication skills will be invaluable for this project. Target Audience: A wide spectrum of users should be catered to since my services are targeting individuals with disabilities, businesses, organizations, and government agencies. It's c...

I'm starting my journey in Bsc Computing and I desire to get intensive tutoring in Computer networking and Computer Organisations and Systems Software. Currently, my knowledge in these areas is at a beginner level, so I'm seeking an experienced tutor who can help me grasp these topics starting from the basics. Key Qualifications: - Expertise in Computer Networking and Computer Organisations and Systems Software - Professional tutor experience, specifically in Bsc Computing - Ability to teach complex concepts in simple, understandable terms - Proficient in online tutoring and using digital platforms Your responsibility will be to develop a structured learning plan, teach and provide assignments regularly while tracking my progress. Comfort with onli...

...recognize visual elements like buttons, fields, and images³. 3. **Recognizing Buttons, Fields, and Images**: - Train the AGI to recognize and interact with UI elements: - **Buttons**: Identify and click buttons based on visual cues. - **Fields**: Extract data from input fields (e.g., forms, search bars). - **Images and Videos**: Analyze and process visual content. - Use computer vision techniques for image recognition. 4. **Decision-Making and Autonomy**: - Develop decision-making algorithms: - **Reinforcement learning**: Train the bot to make decisions based on rewards and penalties. - **Adaptive models**: Adjust behavior dynamically based on context. - **Human-in-the-loop**: Involve human feedback for critical decisions². 5. ...

...soon as possible. The sooner we can get this up and running, the better. - Skills & Experience: Ideal candidates would be those with experience in radiology, medical imaging, machine learning, and AI. Prior work in fracture detection would be a definite advantage. The proposed methodology involves training individual deep learning models for the humerus, elbow, and wrist on their respective parts of the MURA dataset. Features are extracted from the intermediate layers of each model during training and concatenated to form a unified feature representation for the upper extremity. A new neural network architecture is designed to take these concatenated features as input, incorporating additional layers for fine-tuning and feature combinations. Modifications are made t...

I am seeking an experienced python programmer to develop a custom LLM model. Here are some specifics: - Programming Language: The model must be built solely using Python. Full proficiency in Python is required. - Dataset: I will be providing the dataset necessary for training the model, so no scraping or additional gathering is necessary. - Accuracy: The model needs to deliver an accuracy percentage of greater than or equal to 50%. Ideal candidates will have extensive Python experience, knowledge in LLM modeling, and a strong portfolio of models developed with provided datasets and a low required accuracy level.

I am in search of a skilled UK based professional who can help us enhance SharePoint's functionalities. This mission-critical task involves advanced customization and the use of Power Automate. This project does not include user interface, migration or training services. Key responsibilities: - Carry out orientated functionality additions - Create solutions that integrate with SharePoint - Develop workflows using Power Automate Ideal skills: - Demonstrable skills in SharePoint customization - Proficient in Power Automate - Strong understanding of SharePoint workflows - Excellent problem-solving skills If the above description fits your skill set, I invite you to bid for this project. Prior experience in similar projects will be highly appreciated.

...successfully paved the journey of training my beloved cat, Bennie, to become a therapy cat. Now, I'm eager to extend a helping paw to fellow cat enthusiasts who aspire to follow a similar path. Despite the prevalent notion that therapy animals are predominantly dogs, I firmly believe in the trainable nature of cats and their unique ability to provide comfort and support. The ideal candidate will possess a flair for engaging storytelling and a knack for breaking down complex concepts into clear, actionable steps. You'll collaborate closely with me to capture the essence of our shared journey, incorporating real-life examples and practical insights gleaned from our experiences with Bennie. Key deliverables for this project include: A detailed guide outlining the tra...

I'm in need of a highly experienced graphic designer to create a creative pictorial mark for "Sunila Sewing & Design Institute". The main objective of the logo is to demonstrate creativity, reflecting our institute's unique approach to sewing and design. Ideal Skills and Experience: - Expertise in graphic design, particularly logo creation - Strong understanding and interpretation of brand identity - Experience in creating pictorial mark logos - Good communicator, open to feedback - Portfolio of creative logo designs The work will extend to help design a website and pamphlets if the logo is accepted. Please include samples of your previous work to help review your candidature. Looking forward to your bids!

I want to build a website which is about football training sessions, the name of this site is called "Mile end Training sessions". The website should have an interactive front end and there should also be a database which collect users passwords and information for eg. I need this website running on my local machine this will not be launched. There will be 3 main stakeholders in this website. The first being the user they should have to register into the website and be presented the home page, from the home page they should be able to book football training sessions, I also want a communinity chat feature where customers can talk to eachother on a chatbox. The next should be the admin they should check over the booking session that the customer has requested...

...recognize visual elements like buttons, fields, and images³. 3. **Recognizing Buttons, Fields, and Images**: - Train the AGI to recognize and interact with UI elements: - **Buttons**: Identify and click buttons based on visual cues. - **Fields**: Extract data from input fields (e.g., forms, search bars). - **Images and Videos**: Analyze and process visual content. - Use computer vision techniques for image recognition. 4. **Decision-Making and Autonomy**: - Develop decision-making algorithms: - **Reinforcement learning**: Train the bot to make decisions based on rewards and penalties. - **Adaptive models**: Adjust behavior dynamically based on context. - **Human-in-the-loop**: Involve human feedback for critical decisions². 5. ...

I am seeking a qualified freelance trainer who can deliver mixed-mode (both online and in-person) general disability awareness training. - Disability Focus: As a necessity, the training should center on broad disability awareness, not focusing on a specific disability, but encompassing an overview of disabilities as a general concept. - Delivery Method: The right candidate will be capable of providing a mixed-mode training style, blending both online and in-person methods. Flexibility to adapt to varying training environments is crucial. - Required Expertise: A solid understanding of disability matters is crucial; you should possess at least an intermediate level of knowledge in the field. Trainers with previous experience in delivering disability awarene...

...an Indian credit risk (default) model, using the data provided in the spreadsheet. Dataset (refer to the attachment) Data Description ( refer to the attachment) Hints: Dependent variable - We need to create a default variable that should take the value of 1 when net worth next year is negative & 0 when net worth next year is positive. Validation Dataset - We need to build the model on a training dataset and check the model performance measures on the validation dataset. Reference -

...recognize visual elements like buttons, fields, and images³. 3. **Recognizing Buttons, Fields, and Images**: - Train the AGI to recognize and interact with UI elements: - **Buttons**: Identify and click buttons based on visual cues. - **Fields**: Extract data from input fields (e.g., forms, search bars). - **Images and Videos**: Analyze and process visual content. - Use computer vision techniques for image recognition. 4. **Decision-Making and Autonomy**: - Develop decision-making algorithms: - **Reinforcement learning**: Train the bot to make decisions based on rewards and penalties. - **Adaptive models**: Adjust behavior dynamically based on context. - **Human-in-the-loop**: Involve human feedback for critical decisions². 5. ...