Machine learning in recruitment Jobs

I'm in need of a skilled individual to help me with the installation of MongoDB on my Windows machine. Key Requirements: - Experience with MongoDB installation on Windows - Installing MongoDB for both development and production use - Comfortable with integrating MongoDB with web and mobile applications - Ability to provide guidance for optimal performance and security Your expertise and guidance will help ensure that the installation is done correctly and efficiently.

...need an expert to create a Video for a Facebook ad for an English learning Website. The video will be in Spanish language since the target audience will be Spanish speakers in South America who wish to learn English. I therefore need someone who is a native Spanish speaker (from South America) but who is also proficient in English. I prefer someone currently living in South America. The target platform will be primarily mobile and secondarily laptop users. The video should be a sketch/testimonial of sorts highlighting the effectiveness of the language learning approach taken by the website (see below). Creative, performance, acting, and video producing/editing skills are required. About the website's language learning approach: ...

We are seeking a skilled Web Developer and Graphic Designer to create a dynamic, user-friendly recruitment agency website targeting German employers. The goal is to design a site similar to but tailored to our specific needs, including custom graphics and a unique logo that represents our brand identity. KEY REQUIREMENTS Languages and Frameworks: - Frontend: Expertise in HTML5, CSS3, JavaScript, and experience with frameworks like React.js or AngularJS. - Backend: Proficiency in server-side languages such as PHP, Python, or Node.js, with database management using SQL or MongoDB. - CMS Experience: Capability to integrate and customize content management systems (CMS), preferably WordPress or Drupal. Design and Graphics: - Creation of a unique logo and custom graph...

I'm looking for a seasoned copywriter to create an engaging online ad targeting college students. The main aim of this ad is to attract pot...seasoned copywriter to create an engaging online ad targeting college students. The main aim of this ad is to attract potential hires. Key Responsibilities: - Develop persuasive content that appeals directly to the college demographic - Incorporate company messaging, tone and style into the ad copy Skills & Experience: - Proven experience in ad copywriting - Strong understanding of the college market and their behaviors online - Prior work in recruitment advertising will be a major plus Your ultimate goal will be to create an ad that not only stands out but also inspires college students to explore job opportunities w...

I'm looking for a social media manager who can dynamically manage my Instagram and Youtube accounts. The principal goal is to drive more website traffic. Key Responsibilities: - Curating and posting a diverse range of content, including promotional p...user-generated, blog posts, and courses. - Implement strategies to stimulate audience engagement while increasing website traffic. - Monitoring and engaging with followers through the comments or direct messages. Ideal Candidate: - Proven track record of managing Instagram and Youtube profiles. - Excellent skills in creating engaging, promotional and education-focused content. - An innate understanding of User-Generated Content and industry news. - Profound knowledge about the blogging and e-learning industry will be a ...

I'm in need of a professional recruiter experienced in the communication sector. You will be tasked with: - Sourcing candidates: it is essential to have the ability to identify potential candidates with expertise in communications and initiate contact on my behalf. The ideal individual for this role would have previous experience in recruitment within the communication industry and should have excellent skills of using Messenger as a primary mode of communication both with me and the candidates. Your understanding of the industry and your proven skills in sourcing and making first contact with potential candidates will be key to success in this role.

I'm looking for a skilled developer to create Python-based modeling and simulation tools for UAV Swarms. Ideal candidates should have experience in Python and Machine Learning, as well as a solid understanding of industrial processes and systems. The tools should ideally offer real-time simulation capabilities, data visualization, and the ability to integrate with relevant software. A formal report of the project is required with the simulation and coding work. You may need to discuss these details with me once we get started on the project.

I'm in need of a highly skilled instructor with advanced accounting knowledge to develop educational video tutorials for my YouTube channel. The primary focus will be on financial accounting topics. Key Responsibilities: - Creating engaging, informative video tutorials - Presenting complex financial accounting concepts in an easily understandable manner Given the nature of this project, it would be ideal if you have: - Advanced knowledge in accounting, specializing in financial accounting - Experience in teaching or tutoring, preferably in creating e-learning content - An ability to simplify complex concepts into digestible content - Proficiency in creating video tutorials, from scripting to presentation. Your insights and ex...

As an organizational recruiter, I'...recruiter, I'm specifically seeking individuals with a background in IT and Technology, focusing primarily on those at the mid-level to senior stages of their careers. Key Requirements: - Proficiency in lead generation - Strong IT and tech industry knowledge - Experience in mid to senior-level roles Ideal candidates should have: - Proven track record in an IT/tech-based role - Demonstrated ability in lead generation - Skill in using technology to drive recruitment goals Prior experience in a similar role and a proven ability to source and recruit high-quality mid to senior-level IT talent is critical. If you have a thorough understanding of the tech sector, specifically in lea...

...technical manuals and general content. Thus, experience in technical and legal translation is highly crucial. In your application: - Please give a detailed project proposal outlining per word rate for the specific pair, for: -----General translation -----Technical translation ------Rush orders if there is a price difference and turn around time - Highlight your past work, particularly in legal and technical areas. - Showcase your expertise in the languages stated above. - Be able to provide virtual remote /phone interpreting for the different pairs including technical interpretations This project calls for translators who can accurately convey the meaning of the source text, keeping in mind cultural associations and nuances. ****no machine t...

I am in search of a seasoned AI developer with expertise in various AI domains. The ideal candidate should have a strong background in: - Natural Language Processing - Machine Learning - Computer Vision I'm also looking for a candidate with a proven track record of working on complex AI projects. Please provide details of your past work and experience in the AI field. A detailed project proposal would be a plus. The project will involve developing a sophisticated AI system, so it's crucial that you are well-versed in the latest AI technologies and methodologies. Feel free to share any specific programming language experience you have, although it's not a prerequisite. Looking forward to receiving your application!

...my machine learning model. I believe the model can be significantly improved by implementing a different algorithm. In particular, I'd like to enhance the model using "Deforming CNN". Key Points: - Current ML framework: TensorFlow - Requirement for improvement: Implementing a different algorithm - Desired algorithm: Deforming CNN Ideal skills for this project: - Proficiency in TensorFlow - Understanding of Convolutional Neural Networks (CNN) - Experience with implementing and optimizing ML algorithms - Google Colab Your task would be to integrate the Deforming CNN algorithm into the existing model, troubleshoot any issues, and ensure it enhances the model's accuracy. The goal is to significantly improve the model's predictive power...

Reinforcement learning (Monte Carlo and Q Learning) for Blackjack in HTML and Javascript

...online tutor with prolific expertise in the NDIVA Omniverse ACE, to guide me, a complete beginner. This task involves: - Developing an easy-to-follow tutorial that is comprehendible for someone without prior knowledge. The tutor should adapt their teaching methods to suit my level of understanding. - The focus will be on NDIVA Omniverse ACE. The course should be structured in an organized manner, with clear explanations to facilitate practical understanding. The perfect candidate should: - Have substantial knowledge and experience in working with NDIVA Omniverse ACE. - Proven experience in online tutoring. - A great communicator, proficient at explaining even the most intricate ideas with simplicity and clarity. - Patient, adaptive and innovative in...

I'm seeking a skilled machine learning expert who can train a Convolutional Neural Network (CNN) for object detection, specifically tennis balls. I have my own dataset. This dataset is poor so I will need a skilled expert. I need detections on at least 50% of the frames. Key Responsibilities: - Train the CNN model on object (tennis ball) detection - Fine-tune the model for higher accuracy - Provide the trained CNN Model's code and implementation details

Using PowerPoint or Google Slides, you are to create a presentation appropriate for use with other educators or parents. In this presentation you are to do the following: Identify each student and the issue he or she is facing. You must use the four student profiles provided below. Please DO NOT copy and paste the descriptions provided. Rather, you should explain what you feel are the core issues each face after reading the description. Identify the developmental impact of each issue. How is the issue impacting the student in the classroom? What does the teacher see that is interfering with learning? You will need to include the research that is directly related to the issues and aligned to the developmental goals for the students. For example, you might include...

I'm seeking an exper...Python developer who can leverage PyG to improve the accuracy of existing link prediction models on co-authorship network data. Key Responsibilities and Requirements: - Enhance existing models: You'll be tasked with optimizing and fine-tuning our current link prediction models, in order to improve the accuracy of the predictions. - PyG Proficiency: Proficiency in PyG, a Python-based library for building graph neural networks is a must for this project. - Previous experience: Experience with machine learning, particularly in the field of link prediction, would be ideal. - Dataset knowledge: Familiarity with handling co-authorship network data is a plus. I'm looking for a proactive, detail-oriented individual who ca...

I'm looking for a highly skilled data scientist to dive into a project that requires a strategic blend of data analysis, data modeling, and machine learning. Python proficiency is essential for this role, as it's the primary tool we will be using. Ideal Skills: - Python programming - Data analysis - Data modeling - Machine learning Despite the specifics of the dataset size and type being unclear, the candidate should have experience handling different scales and types of datasets. Your ability to adapt and work with varying datasets will be essential. Please be prepared to showcase similar past projects in your proposal.

I am in need of a skilled machine learning specialist to help me with a project involving water clarity. The primary goal is to both track and predict water clarity. This requires a combination of machine learning expertise and the use of optical satellite data. Key Responsibilities: - Utilize optical satellite data to track and predict water clarity - Apply random forest and multiple linear regression models to analyze the collected field samples - Develop a robust system for ongoing tracking and prediction of water clarity Ideal Skills and Experience: - Proficiency in machine learning, particularly random forest and multiple linear regression - Experience working with optical satellite imagery - Strong data analysis and model deve...

I'm utilizing an eform generator that necessitates manual setup of form fields and checkboxes on a PDF. To streamline this task, I'm looking for an expert who can automate the conversion of PDFs or image files into HTML, using the image/PDF as a background. If able to populat...s/ Key Requirements: - Automation: The primary goal of this project is to automate part or all of the the form creation process - even if there is a way to automate the location of top left pixel of each checkbox. - Simplicity: The forms that need automating are relatively straightforward, including basic types such as text and checkboxes. Ideal Skills: - Proficiency in HTML, Python - Ai/Machine learning - Previous work in automating form creation is a plus. Please, feel fre...

I'm in the midst of expanding my software testing skills and keen on polishing my understanding of Software Testing. My main areas of ambiguity involve Test automation, Manual testing techniques, and Bug tracking and reporting. I have a preference for live video sessions as a means of instruction. It would be invaluable to virtually discuss & iron out the doubts in real-time with an expert. i dont mind via chat as well. An important aspect of my self-growth is getting hands-on experience in writing test scenarios and test cases for UI. I have experience with API testing but no so much with UI manual test case creation and writing case tests. My work is around automation. i see the test steps and execute them via automation. But i am weak in manual te...

Create a web application that combines information or functionalities from two or more web APIs in a useful and sensible way. This is called a Web Mashup. You are free to decide on the purpose of your application, and which Web APIs you use. However, the Web APIs you have selected need to work together to fulfil the purpose of your application. An example: An intelligent Flickr photo browser that displays photos related to user’s interest. This can be done by fetching user’s “like” from Facebook web API, and then use this information to retrieve Flickr photos (using Flickr search) related to user’s like. (Note: A good implementation of this application would be at a pass level) In a more sophisticated implementation, an analysis of user’s F...

I'm seeking a developer to bring a comprehensive voice AI project to life. Key aspec...Integration of voice recognition - Implementation of natural language processing - Development of a functional virtual assistant - Language Model and AI analysis I have a design and user interface in place, so your primary focus will be on the backend development to ensure seamless, reliable functionality. Ideal skills and experience for this job include: - Proficiency Python, Java or relevant coding language - Strong understanding of voice recognition and natural language processing - Experience in virtual assistant development - Ability to work with existing designs - Developing custom language learning model and coding to deliver relevant response. Deliverable is a beta-t...

I need a proficient s...proficient software developer to build an offline multiple-choice question (MCQ) exam software compatible with Windows operating system. The primary purpose of this software is to conduct exams for learning institutions. Key Features Required: - The software should have a score tracking feature that effectively keeps track of students' exam progress and results. Ideal Candidate: The perfect match for this job should have substantial experience in software development, particularly in developing educational tools. An extensive understanding of the Windows operating system is crucial. Proficiency in programming languages like Java, Python or C# would be beneficial. Familiarity with creating scoring algorithms and a good grasp of user...

In moving forward with my business, my knowledge on Xero accounting software is at an intermediate level. I'm open to learning from a professional who can help me elevate my understanding particularly in Invoice Management. This one-on-one training session should cover best practices, tips, and crucial functions for efficient use of the Invoice Management feature in Xero. I'm looking to deepen my understanding of how to operate this system effectively, in order to streamline my operations and financial reporting. Freelancers interested in bidding for this project should have: - Extensive experience with the Xero Accounting Software - Proven expertise in training others to use the Invoice Management function - Strong communication...

I'm seeking an experienced individual who can provide a beginner level training on the MERN stack. The ultimate aim ...systems. Ideal Skills and Experience: - Knowledge of web development and software engineering - Understanding of both basic and complex coding concepts - Proficiency in teaching and mentoring, ideally with a teaching/mentoring background for beginners. - Good understanding and practical experience with MERN stack, this will be a plus. - Experience in practical web development and system design using MongoDB will be highly appreciated. - Can teach in a very interactive way, doesn't mind lots of dumb questions. Your ability to clearly explain concepts, provide practical examples and exercises, and foster a positive learning environmen...

I'm seeking a professional with deep experience in MySQL and Linux OS to carry out an installation. * Desired Proficiency and Experience: - Linux Operating System: You need to be familiar with Linux as the installation has to happen on this platform. - MySQl 5.7: The installation is specifically for MySQL 5.7 and you should have experience with this exact version. * Task Overview: - Install MySQL 5.7 on my Linux machine following the Development Machine Settings. * Configuration: - MySQL should be configured to run optimally on a development machine setting. - Your skills should extend to understanding the unique configuration needs of a development system and apply those effectively. Looking forward to your bids, please feel free to ask ...

...for startups, scaleups, investors, and professional consultants. Implement user authentication and authorization mechanisms to ensure secure access to the forum. Enable features (Gamipress..) and algorithms (AI/ML plugins? )for networking, knowledge sharing, and collaboration among users. Use Cases and User Scenarios: Startup Entrepreneur: Ability to search and connect with Investors. Participate in platform forums to network with other entrepreneurs and share insights. Access resources (Business Consultants) and tools (templates) for business growth and development. Investor: Browse and connect with qualified Startup and Scaleup companies. Join dedicated Investor Forums to engage with peers, share experiences, and explore investment opportunities. Access exclusive content and...

I need a professional to generate leads in the field of recruitment. The main focus is on telemarketing positions. - Industry: Recruitment - Specific roles: Telemarketing - Geographical targeting: Poland The ideal candidate should have dome experience in lead generation or sales customer services related , particularly for telemarketing roles. Additionally, knowledge of the specified region and its market would be an advantage. A broad understanding of the recruitment sector as a whole would also be beneficial. Those without a direct experience but having passion to learn and perform may also apply.

...There needs to be a straightforward area for potential users to register and account and log in. - Course listing and search: The major purpose of the site revolves around an engaging, user-friendly course listing and search functionality. - Video lectures and tutorials: Video content is king these days, and my site definitely needs the ability to host and play tutorial videos. DESIGN REQUIREMENTS: I don't have a specific design in mind and need your professional input and creativity on this matter. Please help me come up with a design that is not only eye-catching but also user-friendly. IDEAL SKILLS: - Proven website development experience - Familiarity with educational websites or e-Learning platforms - Strong UX/UI skills - Design experience and creativi...

I'm in need of a skilled Python developer with a strong background in AI and ML. The project involves a full spectrum of responsibilities in these fields, and I'm looking for a professional who can hit the ground running. Key Responsibilities: - AI Development: You'll be tasked with creating, implementing and maintaining complex AI algorithms and systems. - ML Model Development: This role will require you to design, train, and optimize machine learning models. - Data Analysis: You'll need to collect, interpret, and present data in a meaningful way, to help inform our AI and ML projects. Required Skills and Experience: - Expertise in Python is a must. You should be comfortable with Python libraries and tools commonly use...

I'm in need of a Machine Learning Engineer who can migrate our existing notebooks from RStudio and PySpark to AWS Sagemaker. Your task will be to: - Understand two models I have running locally. One is a Rstudio logistic regression model, and the other is a pySpark XGboost also running on local. - Migrate These two models to AWS SAGEMAKER. Data will be on S3 -Prepare models to run on sagemaker totally, so that we can do training and testing 100% on sagemaker.-Models are already running on a local computer, but I need to move them to Sagemaker 100%. Data is on S3 already. -You need to configure and prepare Sagemaker from end to end, and teach me how you did it, since I need to replicate it in another system. -I will give you the data and access to AWS Id...

I am in urgent need of a skilled Revit drafter to construct drawings and section details for a new small primary school. This school will consist of 5 classrooms and have particular attention to outdoor learning areas. Ideal skills and experience: - Proficiency in using Revit 2024 - Have extensive background in designing educational facilities - Strong understanding of designing exterior spaces Project Specifications: - Produce detailed Revit section drawings - Develop detailed layouts of classrooms and outdoor areas - Ink the drawings within a reasonable timeframe - within one week Freelancers interested in this project should be prepared to deliver: - Detailed project proposals, indicating approach, timeframe and resources required - Previous work ...

I need a Python code developed for vehicle route optimization. - The code should include 3 algorithms for route optimization. - Successful freelancers should include past work in the application. Ideal Skills: - Proficiency in Python - Experience in developing route optimization algorithms - Strong background in data analysis, web scraping, and machine learning, as these functionalities will be required in the project.

I'm looking for a skilled AI developer, with a specific focus on machine learning. A well qualified candidate will be experienced in: - Implementing Unsupervised Learning systems - Specializing the machine learning model towards Anomaly detection An ability to navigate the complexities of AI and adeptly apply machine learning frameworks and libraries is important. Practical experience in applying Anomaly detection methods in Unsupervised Learning scenarios is crucial. If this describes you, I'd love to hear from you. Let's revolutionize my project together with your machine learning proficiency!

...added and modified over time, hence it is not possible to simply upgrade to a newer opencart version. The business we operate in is parts for coal and wood fires, this is a business that is reducing overtime, due to environment issues, however, the stove market has recently had a mini boom due to gas prices being high with a record number of new stoves being sold over the last 3 years (we do not sell new stoves, just the parts for these stoves). We expect to see at least another 5 years from this business. We have been told by our current developers we should look at a google shopping program, however, we are concerned the margins are not in the products to compete in this market. We believe there is another way of increasing our business which is to introduce ...

I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied to image generation.

Recruitment Requirements: Have at least 5000 followers on all social networks. Recruitment Scope: Global Job Description: Promote LunarLens(a short video app) with your unique content style or utilize content provided by us. cooperation duration: 7 days. (weekly renewal)

I'm a data science student needing assistance specifically in the areas of maths, linear algebra, and probability. Here's what I'm looking for: - Expertise in data analysis, machine learning, and data visualization - Mastery in maths, particularly linear algebra, and probability - Ability to provide advanced assignments and problem-solving strategies to strengthen my grasp of these subjects The ideal candidate for this project will have strong analytical skills and a deep understanding of complex mathematical principles involved in data science. You should be able to articulate complicated concepts concisely and clearly, since the level of difficulty I'm currently faced with is quite advanced. Your role will largely involve pr...

We need a highly skilled professional to train candidates specifically on the 401(k) RPF process. The main focus of the training should be on compliance, legal considerations, and the most intricate details associated with retirement domain concepts. ...highly skilled professional to train candidates specifically on the 401(k) RPF process. The main focus of the training should be on compliance, legal considerations, and the most intricate details associated with retirement domain concepts. Relevant experience and skills: - Proven track record in creating interactive e-learning modules - Extensive knowledge in the 401(k) RPF process - In-depth understanding of compliance details and legal considerations in the 401(k) RPF process - Proficiency in e...

I am in need of a unique, simple, and effective logo for my machine finishing and spray painting firm. Key elements to be included in the design are a spatula and a paint gun, symbolizing the work we do. Attached I am sending a photo of what the work looks like and the gun and spatula. Key project specifications: - No specific color scheme preferences as the question was skipped, hence creativity and professional judgement will be important. - No specific font preferences as the question was skipped, emphasis is on readability and clarity. Ideal freelancer will have: - Proven past experience in logo creation (previous work references may be requested). - Experience using professional design tools. - Ability to propose detailed project timelines and delivera...

...Revisions are needed. Any bugs created due to your own developments are to be fixed on free of Charge. Recruitment is for a long-term big project as such, all the developers are subject to practical skill test for which not paid. Please send your details for the below-mentioned questions. 1. What type of Software you have done in Laravel+Vue? 2. How many years of Industry experience do you have in Laravel software development? 3. How many years of Industry experience do you have in Vue software development? 4. How many years of Industry experience do you have in Laravel + Vue software development? 5. What are your other skills and capabilities? 6. Are you employed anywhere now and if so in which capacity and responsibilities? 7. What is your ...

I'm urgently seeking a well-versed online trainer who can proficiently guide me through mastering Tableau. This assignment needs to start immediately. Here's what I hope to gain from this training: - Thorough understanding of data visualization con...this training: - Thorough understanding of data visualization concepts - Advanced Tableau software skills - Grasping how Tableau interfaces with databases The training will be conducted via video calls, preferably through Zoom, so a reliable and robust internet connection is a must-have. The ideal candidate will be experienced in online training and possess excellent communication skills, adding to a seamless learning experience. Please reach out if you have in-depth knowledge of Tableau and are suited to del...

Bitte melde dich an oder Loge dich ein um Details zu sehen.

Are you a skilled freelancer with a knack for finding the right users for innovative software solutions? We want you on our team! We're on the hunt for a talented freelancer to help us find 100 beta testers for our revolutionary all-in-one business management software, UnitaskerPro. With features spanning project management, CRM, HRM, payroll, recruitment, asset management, purchase management, and finance management, UnitaskerPro is set to transform the way businesses operate. To check, please visit our website at As a freelancer, your responsibilities will include: 1. Identifying potential beta testers within our target market. 2. Reaching out to businesses and individuals who could benefit from UnitaskerPro's comprehensive suite of tools. 3. Generating inte...

I'm in need of a freelancer for a granola product bag redesign that's has new artwork covering more of the bag and on a template can be converted into a rewind film bag .pdf template for the Printers. The 2nd of several product bag redesign contests we will be running. Key Details: - I'm looking to refresh the existing minimalistic design to a more modern and sleek style. - The target audience for this product is health-conscious adults, And Cafes using it for Acai Bowl and Granola Bowls. Final Bag size 132 mm wide x 370mm height with a 50mm Gusset As you will see from the bag image below even though it folds the top into a gussett design the bag comes out somwhat rounded at the bottom and has no clearly designed corners for the bag sides. The Product,:- "R...

I require a skilled brochure designer who can craft a compelling piece targeting business owners. The focus of the brochure should be on emphasizing the benefits of my vending machine service, particularly its convenience. The design should be professional, appealing, and persuasive enough to convince the targeted audience of the value our service adds to their businesses. Ideal skills and experience for the job include: - Expertise in brochure design - Experience creating marketing materials for B2B services - Ability to creatively highlight service benefits - Understanding of what appeals to business owners.

I am looking for a skilled male voice-over artist who can breathe life into an translation of Quranic duas with a friendly and casual narration in Assamese. In this project, it’s important to make the video engaging, enjoyable, and easy to understand. Ideal Skills: - Proficiency in Assamese - Use of words used in regular communication - Capability to deliver a friendly and casual style - Commitment to prompt and precise communication This job requires clear articulation without sounding overly formal. Reading Arabic text is required to quote the reference. reading from transliteration will also importantly, the chosen freelancer must be reliable, responsive, and deliver high-quality results.

I require a proficient CAD designer to create a model for a compact fabric coating machine. This machine's main purpose is to augment the durability of fabric. Its unique features should include: - An adjustable setting mechanism to manipulate coat thickness - The capacity to handle fabric sizes above 2 meters Ideally, designers with experience in mechanical or industrial design, particularly in textile machinery, would be the best fit. They should understand the intricacies of fabric coating machinery including efficiency, maintenance, and user-friendliness. Deliverables will include a comprehensive CAD model and design documentation.

...intermediate-level Research Assistant, highly proficient in Python, to assist me in developing deep learning algorithms for a specific project. Key Responsibilities: * Step 1: Regenerate exact same graphs as shown in the PDF using the same dataset. * Step 2: Apply various ML + DL algorithms for future prediction and obtain better results in terms of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE, etc., than already applied models. * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as scientific research paper. Ideal Skills & Experience: * Proficiency in the Python programming language. * Prior experience in machine learning and deep learning a...