Students online marketing jobs jobs

I'm seeking a skilled marketer to help me create and implement an email marketing campaign aimed at consumers. The primary goal of this campaign is to boost product sales. Key project details include: - **Target Audience**: The campaign will primarily target consumers. - **Marketing Platform**: The main focus of the campaign will be email. - **Goal**: The ultimate goal of the campaign is to increase product sales. The ideal freelancer for this project will have: - Proven experience in email marketing. - A good understanding of consumer behavior. - Diverse knowledge in marketing strategies that drive sales. - Excellent communication skills to craft effective and engaging email content. If you've successfully run similar campaigns in the past and po...

...managing the online selling process. Ideal Skills and Experience: - Prior experience with leather goods is a plus - Proficiency in e-commerce platforms and product listing - Strong understanding of e-commerce marketing and selling strategies - Excellent written communication for product descriptions - Familiarity with various payment processing methods Key Responsibilities: - Enlisting the available leather goods onto the e-commerce platform - Creating engaging product listings with attractive product images, detailed descriptions, and accurate price information - Managing the online selling process, ensuring smooth transactions for customers - Offering multiple payment methods such as Credit Card, PayPal, and Cash on Delivery I'm looking for someone who ca...

I'm looking for a skilled developer to take my chess-centric game online with player-to-player (PvP) mode and also enhance it with offline single player (PvE) mode. The game should be able to run on a browser (so HTML powered?) and currently the concept prototype is built in Gamemaker. It has couch PvP functionality that works but would like to scale it to online multiplayer PvP as well as PvE (with computer playing as enemy). If Gamemaker is not the best for this purpose, I am willing to work and rewrite the game logic in a different application. Looking forward to collaborating.

I'm in need of a dynamic and compelling presentation about a specific athlete for sponsorship purposes. The presentation needs to be both informative and persuasive, highlighting the athlete's a...presentation about a specific athlete for sponsorship purposes. The presentation needs to be both informative and persuasive, highlighting the athlete's achievements and clear potential in the field of sports. Key information includes: - Profile of the specific athlete - Highlight of achievements - Impact on the sports community The ideal candidate for this project should have experience in sports marketing, with exceptional skills in creating powerful and engaging presentations. A clear understanding of the dynamics of athlete sponsorship in the sports industry would be...

I'm looking for a talented web designer to create a quick but engaging landing page for my marketing website. The primary goal of this landing page is to increase my brand awareness. Key Deliverables: - Design a visually appealing landing page that captures the essence of our brand and communicates our message effectively - Include a contact form to help with lead generation - Collect only the user's email address through the contact form Ideal skills and experience for this project include: - Proven experience with web design, especially landing pages - A solid understanding of UI/UX principles - Ability to create visually appealing and engaging designs - Experience in creating forms for lead generation - Strong communication skills to understand and translate my brand...

As a content coordinator and copywriter writer for a diverse range of websites, I need an expert who can take charge o...provide clear guidelines for developers to complete the website projects. Key Responsibilities: - Develop website content that aligns with our target audience. - Create clear and concise guidelines for our web development team. - Ensure all content is SEO-friendly and helps to enhance online visibility. - Coordinate with clients to complete the website on time. Ideal Skills and Experience: - Proficient in content creation across various website types (AI tools provided) - Good background in digital marketing - Basic technical background in google analytics, WordPress, SEO, emails setup, hosting, etc. - Strong understanding of SEO and how to incorporate...

I need an experienced Shopify expert who can revamp my store whilst optimizing its advertising and marketing strategies. Key tasks involve theme customization, product listing, categorization, and payment gateway setup. Additionally, the potential candidate is expected to handle social media, SEO, and email marketing aimed towards millennials and parents. Ideal skills and experience: - Proven track record in Shopify store setup and customization - Proficient in handling social media marketing - Expert in SEO optimization - Accomplished email marketer - Knowledge of targeting millennials and parents effectively

URGENT I'm in need of an experienced Laravel web designer to modify an online casino for added features and functionalities (10+ pages). The main purpose and color scheme of the website will be decided as we move forward with the project. Ideal Skills: - Expert in Laravel - Experience with large, multi-page websites - Can work with vague initial guidelines - Strong communication skills to help in defining the website's purpose and color scheme.

I'm looking for a backgammon player who can play on a backgammon game over an app (iOS or Android), and get paid for this. Key requirements: - Play against another players online - Know how to play Backgammon Your role will be to play the game as required. Prior experience playing backgammon is a plus, but not necessary. Just be pleasant to play with and enjoy the game!

I'm seeking a skilled designer to develop an online store for selling my pencil sketches. Key Points: - Medium: The sketches are created using pencil. - Sales Platform: The online store will be the primary platform for these sales. - Special Feature: The store should include an artist's blog, which will be crucial for engaging my audience and potential buyers. Ideal Skills: - Proficiency in e-commerce website development. - Experience in integrating and customizing a blog feature. - Understanding of visual appeal and user experience in online retail.

The project in the course is an application of the material covered within that course. The student should select a real-life project for which data is available. the team should do the following: - 1. Write a briefing statement about the current project and describe the surrounding circumstances....using networking 5. Crash or expedite the project 6. Allocate resources 7. Discussion and Recommendation- discuss your findings and conclude Note: in your attempt to build the WBS, or even the budget elements, provide a brief discussion of how you came up with your numbers, and show some demonstrations of your work by discussing some aspects for which the WBS, or the budget, have been developed Students who have no access to a case study may work on a simulation-related project using Cry...

I'm looking for an experienced consultant who can conduct a thorough review of my business. The aim is to identify areas for improvement, evaluate our current performance, and plan for future growth. You will need to focus on key areas of the business, including: - Financial performance, - Marketing strategies, and - Operational efficiency. Your findings should be presented in a way that is easy to understand. This could be a written report, a presentation with visuals, or an infographic. For this project, previous experience in business consultancy is a must. Must have strong communication skills and an analytical eye to detail. You should also be able to present complex information in a clear and simple way. If your review spotlights any critical areas for improvement, I&...

Check this website I want more content to my website's product page As a client seeking to bolster my digital presence, I'm looking to onboard a proficient digital markers. I primarily need assistance with: - Social Media Management - Search Engine Optimization (SEO) - Content Creation The focus of this campaign is to increase website traffic. It will target diverse age groups, including: - Youth (18-24 years old) - Adults (25-34 years old) - Middle-aged (35-54 years old) In light of this, freelancers with a well-rounded skill set and a proven ability to engage diverse audiences will have a distinct advantage. The ideal candidate would be well-versed in devising and implementing innovative strategies that drive traffic.

...implementing various features and improvements to enhance user experience and functionality. Also, PWA apps are necessary to be created for this website. Project Tasks: 1. Improvement of Graphics and Design: Enhance the visual appeal of the website through design changes and improvements. 2. Arabic RTL Support: Integrate Arabic RTL support to cater to our Arabic-speaking audience. 3. Marketing Plugins: Integrate marketing plugins to enhance promotional efforts and drive traffic to the website. 4. Web-based Mobile Apps (PWA): Implement Progressive Web Apps (PWAs) for a seamless user experience on mobile devices. 5. Review/Rating System and Return/Refund System: Implement review/rating and return/refund systems to improve customer satisfaction. 6. Wishlist and Compare ...

I'm on the hunt for a talented marketing professional to work part-time, specifically in the realm of social media management. Responsibilities: - Creating and executing social media strategies - Managing multiple social media profiles - Responding to followers and tracking engagement - Use analytics to gauge the success of campaigns Ideal Candidate: - Proven experience with social media management - Deeply familiar with all major social media platforms - Excellent communication skills - Ability to work independently and meet deadlines - Detailed-oriented and organized - Experience with social media analytics tools If your skills align and you have a passion for marketing, do place a bid!

I’m in need of an experienced photography and videography professional who can create an engaging, comprehensive course for beginners. The course should be primarily video-based, helping students grasp fundamental concepts and techniques. For this project, I'm looking for someone who can cover the following topics: - Basic camera settings - Composition and lighting - Post-processing techniques In particular, the ideal candidate must have: - Proven experience in both photography and videography - Prior experience in creating educational content, especially video tutorials - A keen understanding of how to teach complex topics in an engaging, accessible manner

I'm looking for a skilled email marketer to help with an upcoming campaign. - Target Audience: The emails will be targeting professionals aged 25-44. Therefore, the content should be tailored to this demogra...- Target Audience: The emails will be targeting professionals aged 25-44. Therefore, the content should be tailored to this demographic. - Content Type: I prefer emails that are primarily text-based, but with strategic use of images. The goal is to promote a specific product or service, so the content should be engaging and persuasive. I'm looking for someone who has experience with email marketing, specifically in promoting products. The ideal candidate would know how to craft compelling messages for the chosen audience and be able to create visually appealing ...

I'm searching for an experienced English IELTS teacher who can effectively assist me in improving my Reading, Writing, and Speaking skills. Sessions will be held via online video calls. Key requirements include: - Proven expertise in teaching Reading, Writing, and Speaking sections of the IELTS - Ability to mentor for 5-10 hours weekly - Delivery of lessons through online platforms Your bid should demonstrate your teaching experience, your familiarity with the IELTS structure, and any relevant qualifications.

...Zelle, Cash App and cash. Key Features: - User Registration and Login: Users should be able to create accounts, log in easily, and manage their profile information. - Ride Request and Booking: The app should allow users to request a ride and offer a price, see drivers bids, and pick a driver and book their ride. They will be able to schedule a future ride as well. - Drivers will be able to bid on jobs, or accept a customers price. - Drivers and customers will both be able to use the estimated price tool as a suggestion for the going rates and base their prices on that if they want. - GPS Tracking and Navigation: GPS features should be integrated for both drivers and passengers to track location, find the best route, and ensure a smooth and timely journey. Using Waze as the gps....

I have a scientific research project which I would like to prepare for publication in an academic journal, specifically targeting students. The ideal freelancer should possess: - Powerful scientific comprehension: My project is based within the science field, requiring someone with strong knowledge. - Expertise in academic writing: Capabilities in writing compelling, concise content adhering to the formats of an academic journal article. - Clear understanding of student readership: To ensure the produced content meets the intellect and curiosity levels of a student audience effectively. Efficient work and accurate interpretation of the scientific information into reader-friendly content are paramount for this project. *** PLEASE NOTE *** PLEASE NOTE *** PLEASE NOTE 1) i...

I'm in need of an expert who can handle both social media marketing and SEO for our business. Here's what the project entails: - Develop and implement a comprehensive social media strategy - Create engaging posts and content for various platforms - Monitor social media interactions and respond to customers - Optimize website for search engines - Improve website ranking in search results - Increase website traffic I'm looking for a professional with: - Proven experience in social media marketing and SEO - Strong knowledge of social media platforms like Facebook, Instagram, and Twitter - Familiarity with SEO techniques and tools - Ability to analyze and interpret web traffic data - Excellent communication and customer service skills Please reach out if you�...

As a growing business in the children's wooden toy industry, I am in need of a marketing assistant to help drive our B2B marketing efforts. The ideal candidate should have a strong marketing background and be able to communicate clearly and effectively in English. Key Responsibilities: - Assist in general marketing tasks such as calling potential B2B customers to get their interest in our Brand We are after someone who contacts potential customers about five hours per week. Please expand your approach in tele marketing. Again it is essential that you speak accent free English.

...talented brochure designer to create a professional and clean brochure for a NEET course. This brochure will serve as a marketing tool aimed at potential students and their parents. Key Points: - The brochure should be designed in a professional and clean style, aligning with the educational sector. - It needs to include the following elements: - Course details and syllabus: This will give an overview of what the course covers and its structure. - Testimonials and success stories: These will be essential to build credibility and trust with the reader. - Fee structure and enrollment process: It's important that these details are clearly presented for potential students and their families. Ideal Skills and Experience: - Proven experience in designing br...

I'm seeking a seasoned digital marketing professional with expertise in various areas to generate leads for my business within the professional demographic, aged 35-54. Key Responsibilities: - Develop a comprehensive social media marketing strategy to increase brand visibility and generate leads among professionals aged 35-54. - Implement effective search engine optimization (SEO) techniques to optimize our website for search engines and drive organic traffic from professionals. - Establish and manage an SMS marketing campaign to further target and engage the identified demographic. Skills and Experience: - A strong track record in creating and executing social media marketing campaigns that specifically target professionals. - Proven experience in SEO w...

I'm in need of a specialist who is knowledgeable in managing and creating content specifically for Instagram. This job will involve: - Developing and uploading promotional posts consistently on a daily basis, ensuring that the content is engaging and drives followers to our site - Tracking analytics and performance of each post, ensuring they align with our marketing goals The ideal freelancer for this job should have: - Proven experience in managing Instagram accounts and creating promotional content - Understanding of Instagram SEO techniques and how to utilize them effectively - Excellent creativity and storytelling skills - Ability to post daily and monitor engagement activities Please include examples of Instagram accounts you have previously managed or promotional...

...that our furniture production meets the highest standards. *Knowledgeable and have a deep understanding of the exact type of tools, and equipment needed to properly produce high quality furniture products *Providing expertise in the design concept phase, ensuring that our furniture pieces are both aesthetically pleasing, functional, and structurally sound. *Assist in developing and implementing marketing plans and sales strategies to promote our luxury furniture products and brand, driving growth to attract customers *Providing ongoing support and mentorship to our team as needed before and during initial production Qualifications: *Must provide details of your proven experience in the furniture industry, particularly in the development and manufacturing of high-end luxury furni...

I am looking for an experienced digital marketer for a promotional campaig...for an experienced digital marketer for a promotional campaign aimed at raising brand awareness for a Demat account throughout India. This project specifically targets young professionals. Key tasks include: - Crafting and managing a compelling social media marketing strategy across different platforms. - Implementing an effective email marketing campaign to engage potential customers. The ideal freelancer for this job should have: - Profound experience in social media and email marketing. - A strong understanding of marketing strategies that appeal to young professionals. - Past experience in finance-related products will be a plus. I'm excited to see your innovative ide...

...app should have User Authentication to ensure protected access. - A robust Course Management system is crucial, allowing for easy input, editing, deletion, and viewing of courses. - The application should also help with Content Organization. - Among APIs, the app requires CRUD functionality extensively. CRUD Functionality: - CRUD operations should be embedded for different entities: courses, students, instructors, and the admin. The interface should allow manipulation of these entities' data efficiently. Ideal Skills and Experience: - Proficiency with React, REST API, and User Authentication features. - Prior experience in designing Course Management systems. - Strong grasp of CRUD operations and experience in integrating them into web applications. - Experience in worki...

'Microplastics The Silent Invader.' Information explaining the the detrimental cause and affects to our ecosystem and our health concerning plastic waste broken down into microplastics and, the initiatives needed to annihilate this silent invader.

Are you a persuasive sales and marketing professional with a proven track record of driving enrollment and converting leads into customers? We're searching for a talented individual to join our team and spearhead the promotion and sales of our esteemed stock market course. Role: Sales & Marketing Specialist for Stock Market Course About Us: At Finance Fit, we're dedicated to providing top-notch education and resources to individuals interested in mastering the art of stock market investing. Our comprehensive course offers unparalleled insights, strategies, and guidance to empower students to succeed in the ever-changing world of finance. About the Role: As our Sales & Marketing Specialist, your primary objective will be to attract prospectiv...

I'm looking for a proficient Ruby on Rails developer for an online marketplace Ideal Skills: * Strong experience in Ruby on Rails * Prior experience with online marketplace platforms * Knowledge of API integrations (MAP TRANSLATOR PAYMENTS OTP) Please ensure you have these skills and experience before placing a bid, as it will be a key determinant in my selection process. I'm looking forward to working with a professional who can help enhance my platform's functionalities.

I need a skilled digital marketing specialist to drive visibility for my resort focusing primarily on families and adventure seekers. Responsibilities will be: • Managing social media marketing to engage potential guests. • Implement keyword optimization practices for our website. • Using SEO techniques to increase our website's visibility on search engines. Ideal candidates should have prior experience in digital marketing, strong knowledge of keyword optimization and a proven track record in increasing website traffic through SEO.

I'm looking for a skilled network marketer...count on the channel. Key Responsibilities: - Devise and implement effective strategies for channel promotion. - Create a solid network of potential subscribers. - Regularly monitor and evaluate the performance of the promotional activities. Ideal Skills and Experience: - Proven experience in network marketing, particularly in the digital space. - Deep understanding of YouTube platform dynamics and algorithms. - Strong analytical skills to evaluate the effectiveness of different marketing strategies. - Excellent communication and networking abilities. Please note that the content posted on the channel is primarily motivational in nature. Your job will be to attract subscribers who are interested in this type of content. 10,...

I am looking for a skilled Instagram marketer from MUMBAI who understands the preferences and behaviors of adults aged 25-50, the primary target audience for this project. The task requires developing engaging content...this project. The task requires developing engaging content that showcases and demonstrates various products, thereby creating interest and driving engagement. Key Responsibilities: - Create compelling product showcase and demonstration materials - Develop posting schedules - Analyze engagement data and provide recommendations for improvements Ideal Candidate: - Proficient in Instagram marketing - Has a strong understanding of engagement tactics for an adult audience - Proven track record of using product showcases and demonstrations to drive engagement and co...

I need a visually appealing brochure to promote my product. Key Requirements: - The design should be eye-catching and unique to capture attention. - There should be clear and c...product. Key Requirements: - The design should be eye-catching and unique to capture attention. - There should be clear and concise information about the product. - The overall theme and layout should be suitable for a promotional material. Ideal Skills and Experience: - Proven experience in creating successful product promotion materials. - Strong graphic design skills. - Understanding of marketing principles and audience engagement. - Ability to work with minimal guidance. The project is urgent, so I would appreciate a quick turnaround. Please provide samples of your previous brochure designs when...

...forward-thinking digital solutions provider, offering a range of services including web design, digital marketing, and software development. We aim to empower businesses with innovative digital strategies and cutting-edge technology solutions. Design Objectives: - Create a distinctive and memorable logo that reflects the essence of RTPL Digital. - Communicate professionalism, creativity, and innovation. - Ensure versatility for various applications, including web, print, and digital media. Target Audience: - Small to medium-sized businesses seeking digital transformation. - Startups looking for comprehensive digital solutions. - Entrepreneurs and business owners interested in expanding their online presence. Design Inspiration: - Clean and modern design aesthetics. -...

I'm searching for a savvy marketing guru with extensive knowledge and experience in gym software promotion. I need someone who can advertise my gym software mainly via a gym visit, and leverage their know-how in engaging potential customers. Key requirements for the project include: - Proficiency in creating and managing effective social media advertising campaigns. - Experience in email marketing to ensure we optimize this channel. - Capability to initiate influencer partnerships that convert. - Not required but someone with a network of local gym related influencers will be given priority. Additionally, one of the big selling points of my software is the full suite of features it offers: - Membership management - Attendance tracking - Class scheduling - Full RFI...

I'm in need of a skilled Mailchimp expert who can help ...skilled Mailchimp expert who can help me create an efficient campaign to generate leads and subscribers from the general public. - Your primary task will be to design and set up a compelling email series that is centered around promotional offers. - A solid understanding of email marketing best practices and Mailchimp's features is crucial for this project. - Experience in creating lead generation campaigns for a general audience is a plus. - The ability to drive engagement and conversions through email marketing is highly valued. If you have a track record of converting email recipients into leads and subscribers, I'd be interested in hearing from you. Please include examples of previous successful ...

I'm looking for a social media expert to help me get my brand off the ground by creating and managing both Instagram and TikTok accounts. Key Responsibilities: - Develop a consistent and engaging content strategy for both platforms, with a focus on entertaining content. - Manage the day-to-day posting, engagement, and community management on both Instagram and TikTok. - Monitor the performance of each platform and adjust the content strategy accordingly to optimize reach and engagement. Ideal Skills and Experience: - Proven experience in managing and growing both Instagram and TikTok accounts. - A strong understanding of social media trends and best practices. - Excellent copywriting and content creation skills, with a focus on creating entertaining content. - Prior experience work...

I need a skilled Photoshop designer to create a print-ready catalog. This project involves designing 61 professional and appealing photos of cotton products. Key Requirements: - The catalog should meet the marketing needs of cotton products. - The design needs to be ready for print. - The vision is to create a visually appealing catalog that captivates the interest of potential customers. Ideal Candidate: - Proficient in Photoshop and experienced in designing catalogs. - Skilled in creating high-quality product photos. - Able to work efficiently and deliver a satisfactory result within the stipulated time frame.

I am searching for a...its goals on Facebook and LinkedIn. Key Responsibilities: - Increase brand awareness among small and medium businesses through creative and consistent content. - Drive website traffic and generate leads using strategic posts and ads. - Understand and target small and medium enterprises effectively with tailored content. IdealSkills and Experience: - Proven experience in B2B social media marketing, particularly on Facebook and LinkedIn. - Ability to understand and interpret analytics for performance improvement. - Previous work with small to medium businesses is a plus. Takeoff with us on this exciting journey, connecting with SME businesses and proving our worth to them. Your role will be pivotal in our brand becoming a trustworthy and go-to name in our...

I'm seeking a partner well-versed in mobile telephony. The successful applicant will support my personal project by clarifying the mechanics of sending promotional content via bulk SMS. With your experience in telecommunication and bulk SMS provider services, your insights will be invaluable to me. Specific tasks may include: - Explaining t...clarifying the mechanics of sending promotional content via bulk SMS. With your experience in telecommunication and bulk SMS provider services, your insights will be invaluable to me. Specific tasks may include: - Explaining the options available for sending SMS in bulk - answering questions on transport methods and filtering methods as well as encoding questions Previous experience in mobile marketing or telecommunication industries ...

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Help us find find partners: ① Find Shopify experts, UGC video makers, etc. on Fiverr who are exposed to e-commerce (main market is Northern Europe) and are willing to do Scaleorder branding in their circles or bring the first customer to Scaleorder; ② Finding Facebook groups that are willing to brand Scaleorder in their circles or bring the first customer without posting in the group; ③ Find Youtuber celebrities so that they are willing to do video co-operation and can promote our platform in their live broadcasts and videos; ④ Looking for Winnning products website (we will provide the website address), so that it is willing to co-operate to establish an affiliate relationship, and put our APP on its website to promote; ⑤ Look for Shopify APP (we will provide the website address) that is w...

I'm looking for skilled network promoters to help me with my project. I will need assistance with social media promotion and content marketing. Key Responsibilities: - Social Media Promotion: I'm specifically looking to target Facebook and Instagram. - Content Marketing: You'll be responsible for creating engaging content that will help to increase my network's visibility. Ideal Skills: - In-depth knowledge and experience in social media promotion, particularly on Facebook and Instagram. - Proven track record in content marketing. - Excellent communication skills and a good understanding of how to interact with different audiences.

...media expert who can provide insightful consultation about various Instagram marketing tools like , Jolie instamator, , or instainfantry. Personal usage is the intent with a prime focus to boost my follower count on Instagram. Key Requirements: - Extensive experience in Instagram marketing - Thorough knowledge or direct experience with , Jolie instamator, , or instainfantry - Proven track record of increasing Instagram follower count Your role will involve: - Guiding me on effectively using these tools - Demonstrating the best practices for these tools - Suggesting features tailored for follower growth If you have a knack for social media marketing on Instagram and have used the mentioned tools, this is an opportunity for

I'm looking for a talented designer to create an icon-based logo that will primarily be used for marketing purposes. You'll bring your creativity and professional insight to the project, delivering a design that speaks to my brand's essence. In particular, the logo needs to: - Have a unique, non-textual icon at its core - Feel professional, resonating with my target audience Ideal experience: - Previous work on icon-based logo design - A portfolio demonstrating ability to evoke a professional tone in design.

I require an experienced professional who can create a comprehensive list of LinkedIn contacts for India-based Canvas Beach Bags. The main aim of this list is to be used for email marketing, so the contacts should be highly relevant and receptive. Key Requirements: - Deliver a list with a minimum of 1,000 entries. - Include the following details for each contact: - Name - Company - Email - Position - LinkedIn Profile Ideal Skills: - Proficiency in LinkedIn data scraping - Experience in email marketing - Attention to detail in data entry - Understanding of the Indian market and/or fashion industry would be a plus I am open to discussing how the emails of the contacts should be verified, and would like to work with someone who can ensure the highest quality of c...

My business requires a digital marketing expert to create our logo and manage our social media accounts. Key Responsibilities: - Develop a unique, creative and professional logo for our business, in line with our image and values. - Create and implement a digital marketing strategy to increase brand awareness and engagement. - Manage our social media accounts (primarily Instagram and Facebook) ensuring they are updated with relevant content regularly. - Review and improve our current SEO practices to enhance our visibility on search engines. We're looking for someone who: - Has a proven track record in both logo design and digital marketing, with at least 3 years of experience in each. - Is proficient in using design tools and software. - Is up to date with th...

conversion modeling / predictive analytics. The whole department is transitioning to DataBricks. I need help with creating conversion models using pyspark. Compare the results to last year and what could have been a better approach.