Data science tutorial pdf jobs

I am seeking an expert in tailoring resumes for high-level executive positions within the tech industry. You should be able to deliver a professional resume in both Microsoft Word and PDF formats. Required skills include: - Solid knowledge of the tech industry's requirements and trends - Proven experience in writing executive-level resumes - Proficiency in Microsoft Word and creating PDFs - Ability to highlight key leadership skills and relevant tech industry experience. Your end product will help stand out in a competitive job market and secure interviews in top tech companies.

I need a creative and experienced designer to develop the packaging for my fashion brand, 14FOX. You can check the website here I am looking for a package design that is not only visually appealing but also environmentally conscious, as I aim to create a sustainable brand. The ideal candidate for this project would have:...created, particularly any eco-friendly ones. I look forward to seeing your creative ideas for the 14FOX packaging. Do use our company socials, and website links (maybe ask the user to scan) but do mention the website. The rest is up to your creativity. About us:- We are manufacturers of clothing brand 14FOX. We make women's and men's apparel. Including, T-Shirts, Dresses, Pants, etc. The logo PDF is attached so it can be used on the packaging you ...

...which brings six Gulf nations together, i.e., Bahrain, Kuwait, Oman, Qatar, Saudi Arabia, and the United Arab Emirates. Introducing GCC Tax Laws GPT GCC Tax Laws GPT leverages the power of Generative Pre-trained Transformers (GPT) technology to create an intelligent and user-friendly solution for GCC Tax Laws compliance. Here's how it will work: • Automated Data Analysis: GCC Tax Laws GPT will be trained on vast amounts of GCC Tax Laws data, enabling it to analyze invoices, receipts, and other financial documents accurately. • Personalized GCC Tax Laws Guidance: GCC Tax Laws GPT will analyze your company's specific GCC Tax Laws profile and generate customized reports and recommendations for optimized GCC Tax Laws compliance. • Reduced Errors: GC...

I need a professional to assist me with setting up my home podcast or jam session studio. I've acquired all the necessary equipment (scarlet focusrite 212 studio 3rd gen and other mic to plug i...space, such as new chairs, lighting etc., and would appreciate advice on this. Ideal candidates would have: - Proven experience in setting up podcast studios - An eye for cozy and comfortable design aesthetics - Familiarity with both audio and video broadcasting setups - Patience and excellent teaching abilities Your role will be to: - Assist in setting up the home podcast studio - Provide a tutorial on how to operate the equipment - Offer advice on potential additions to enhance the studio's comfort and coziness. Looking forward to transforming my space into the cozy podcast ...

I'm in need of a modern logo for my freelance business. It will primarily be used in digital formats; on my website, social media profiles, and in my email campaigns. I'd like it to have a subtle and soft color palette. See the attached PDF for full requirements.

I am in need of someone who can navigate the process of extracting both text and images from a number of PDF files that are roughly between 50 to 100 pages each, and transfer these into a Word format. This task requires someone who is meticulous and attentive to retain the important details within the images along with the text. Ideal skills for the job would include: - Proficiency in using Microsoft Word and Adobe Acrobat or other PDF software. - Experience in PDF to Word conversion processes. - Attention to detail, ensuring that no information is lost or overlooked during conversion. - Ability to handle graphics/images alongside text in file conversion. Remember, the primary purpose of this project is the extraction of text from the files, so this should be your ...

Hello Ritziov, I hope you are doing well. I have a new job for you if you are interested. The job is to change the "Huts" in "HappyHuts" to "Tots" for me? New logo name should say "HappyTots" and still use the tent shape as an A. I need it in the file format of JPEG, PNG, SVG, PDF and AI. All Versions please, with the circle surrounding it, square surrounding it, and plain. All Versions with ™ and ® and no symbol. Looking forward to hearing from you! Best, Øystein

I have a series of PDF files in English that need to be converted to Word format. The PDFs are relatively simple in terms of formatting, requiring straightforward text translation. Ideal Candidates: - Proficient in English for accurate conversion - Experience with PDF to Word type conversions - Detail-oriented to ensure no content is missed Please note that no images are present in these PDFs, so the task is limited to text conversion.

I'm looking for a talented designer to create a modern logo for my pizza shop. The ideal logo should be a blend of Italian inspirations, old school vibes, and modern simplicity. pizza pasta schnitzel bar require pdf file &, ai or psd editable file BUSINESS NAME IS LOCATED IN ATTACHMENT the logo will need to look good on red, green or black background as we print our packaging this way pizza box example in attachment for colour theme purpose only. don't use company name in this attachment. It needs to be suitable for outdoor signage, flyers, menu boards , etc Key Requirements: - Style: Modern, with a touch of traditional and simplistic elements - Color Scheme: The logo should mainly use black, white, green, and red colours only - Imagery: The logo should subtly...

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I have a series of PDF files in English that need to be converted to Word format. The PDFs are relatively simple in terms of formatting, requiring straightforward text translation. Ideal Candidates: - Proficient in English for accurate conversion - Experience with PDF to Word type conversions - Detail-oriented to ensure no content is missed Please note that no images are present in these PDFs, so the task is limited to text conversion.

I need a manufacturing drawing in .pdf and . dwg for each part. Its some information missing due its an old one where some else startet (before we startet) and did wrong. I send you first the starting information and photos of finished product. It is a total of 7 pieces. (2 Railings in ground floor, 1 railing in between ground floor and first floor, 2 long railings in 1st floor, 1 small railing in 1st floor and one door. What's missing but must be added is the stainless steel hand rail.

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm looking for a skilled professional to format my lengthy book for publication as a paperback on Amazon. - Total word count: 58,000 words - Formatting requirements: I need someone who is familiar with the pdf layout requirement for publishing a paperback book on Amazon. - Book content: Text only, no images or tables The ideal freelancer for this job should have experience in book formatting, particularly for Amazon's print-on-demand service. Your role will be to take my manuscript and format it appropriately for print publication, ensuring it meets Amazon's requirements for paperback books. It's important that the layout is clean and professional, with appropriate page breaks and chapter headings.

I have some rough sketches of a mechanical device that I'm working on and need help refining them into detailed CAD drawings (step files) and PDF that can be issued to a machine shop so that they can manufacture. There are 3x crossovers required to be drawn up, which have common threads. They are: 2-3/8" EUE Male x 1.5" UNF Female 2-3/8" EUE Male x 1-1/4" UNF Female 1.0" UNF Female x M24 2.0P Male Key requirements: - Length of the crossovers is flexible, and they will also need a small bore drilled through them, which I can detail. - You'll be working mostly from my rough sketches but are also welcome to suggest any necessary adjustments for the sake of precision and functionality. The threads are relatively common and can be googled easily, but ...

I'm in need of an expert who can proficiently convert a 12-page Excel document into an editable PDF while maintaining its original layout. Key requirements: - Preserve the current layout of the Excel document in the converted PDF. - Ensure the PDF is editable not a read-only. - Important: There are links and media embedded in the Excel document that must remain functional in the PDF. Ideal skills to have: - Strong experience with Excel and PDF conversions. - Attention to details especially concerning layout preservation and media functionality. - Excellent communication skills to address any clarifications promptly. This project requires specific expertise, and the exact replication of the Excel layout is critical. If you feel suited for this ...

...text data from a series of PDFs. The extracted data should be organized in a nested JSON format. Key project requirements: - **Data Extraction:** The task involves extracting text from the PDFs. - **Data Structuring:** The extracted data should be organized as nested objects in JSON. Ideal skills and experience: - **Python Proficiency:** A strong command over Python is crucial for this job. - **PDF Processing:** Experience with PDF processing libraries in Python is a big plus. - **JSON Formatting:** Ability to structure data into nested objects in JSON format. Deliverable: -Someone interested with AI also beneficial - The extracted data should be presented in a JSON format, and the code should be well-commented and...

I'm in need of a very simple and lightweight website that is able to display PDF files and perform a variety of functions on the extracted text. Key Requirements: - Display PDF files: The website should have a viewer that can display PDF files. - Extract OCR text from PDF: The website should be able to extract and display text from PDFs that have FRACTUR font. - Translate OCR text: The extracted text should be automatically translated to Polish. - Text input: The website should also feature a text box where users can input text. Ideal Skills and Experience: - Proficient in web development and PDF handling. - Experienced in OCR text extraction. - Familiar with translation APIs for automatic translation. - Strong understanding of UX/UI for implementi...

...experienced Azure Data Engineer to step in and effectively collaborate with my remote team. Given the lack of a specific task or main goal, your expertise, adaptiveness, and versatility will come in handy. Key responsibilities may likely include: - • Ideal candidates should have strong experience with Azure Databricks and Data factory. • Conducting data analysis - Data integration - Data processing - Possibly executing ETL processes - Maybe venturing into data modelling, optimization, and pipeline development. • Efficient communication and collaboration capabilities are needed for this remote role. • I look forward to working with an adaptable professional who can confidently handle diverse tasks in Azure data e...

I'm in need of a professional developer who can create a web-based part navigation system for my business. The site should be user-friendly and similar to a few examples I can provide for reference. Key Features: - Search Function: The website should have an easy-to-use s...com/en/catalog/genuine/unit?c=TOYOTA00&ssd=%24%2AKwHh1cTP4ruKk-bk467w57mtjYqU5ern5vTb6KCmlYGdmZuY3crmjKKmopOFnI3L1tzh6JKYkpyPlvTq2Kjwofbp8I_1pqb78ejkqa2nvLPK_7qwu7H26eP59ezt_PHo9-Xi4uD1pqbxvfDv9uLjkOS5t7qurKO9t5Ku9ennuuny9-Xg4Obmuqa08_C8oPHo9fXaxcqSn_f48_C4tKi-uPGZ5OaegPiQwtzfmIr3-PPwo7Sovrjx6uTshPD596ji8bfw7_ThrwAAAABNkruS%24&vid=0&cid=1&uid=29070&q= The Wire Frame and navigation will be designed by us. The PDF along with Excel files with reference and page number will be provides...

I am in need of a translation expert with stupendous skills in English and Hebrew language and profound understanding of legal terminologies, technical jargon and cultural phrases. - You will work with a text-based PDF, preserving its exact format while transforming it into English. - The document contains technical parlance, legal terms and cultural phrases, all of which will need to be aptly translated in a manner that captures the essence of the original Hebrew text. The perfect freelancer for this job would be someone with rich translation experience, a strong grasp of the Hebrew language, English proficiency, and an ability to maintain the integrity of the original format in the new language. If you can skilfully handle the subtleties involved in translating Hebrew legal te...

I am seeking a skilled researcher and writer to author a detailed white paper. The document should investigate: - The impact of deepfakes, - The proliferation of misinformation, - The use of fake bots in election campaigns, - Particular focus on the global and Indian contexts. The goal of this white paper is threefold: - ...behind their rampant use, - Explore the financial implications for organizations, campaign budgets, and the overall economy, - Discuss the effects on reputation due to these tactics. Ideal candidates should have: - Strong research capabilities, - Excellent written communication skills, - Keen interest in technology and its societal impacts, - Prior experience with cybersecurity or political science is a plus, - Understanding of Indian and global political...

I have a 11-50 page PDF document that I need converted to a Word file. The primary purpose of this conversion is to enable me to edit the content, while also retaining the existing formatting. Key Points: - The PDF file is relatively straightforward with basic text and minimal formatting, no tables, lists or images. - The ideal candidate should be proficient in typing and familiar with the basics of formatting in Word. - As the document is a bit lengthy, attention to detail and accuracy are crucial. I'm looking for a freelancer who can deliver a clean, editable Word document that mirrors the original PDF. Please include relevant experience in your proposal. Thank you.

...create website templates: The main aim of this website is to present our portfolio in a clear, aesthetic manner. - Attracting New Clients: We want our website to be a central tool in generating leads and attracting clients. It needs to be optimized for lead generation. - Service Information: The website should also provide comprehensive information about the services we offer. the file should be in pdf. Target Style: The style of the website should be Modern and Sleek, reflecting our brand's image. Ideal Skills and Experience: - Proficiency in web development, with a strong portfolio of other websites - Experience in creating websites that drive lead generation - Understanding of modern and sleek design principles, with a knack for creating engaging user experiences - F...

I need a skilled freelancer to convert several Excel spreadsheets into interactive PDF files, preserving the original Excel formatting. The converted PDF files should retain all functionality, including interactive components such as forms or clickable links. Ideal Skills: - Proficiency in Excel - Expertise in PDF conversion with interactive elements - Exceptional attention to detail to ensure formatting preservation Experience Required: - Extensive experience in converting Excel to interactive PDFs - Proven track record of working with similar projects from the past - Familiarity with handling complex Excel formatting.

I am seeking an individual proficient in converting primarily text-based PDF files to editable Word documents, while maintaining the original formatting. I intend to edit the content once the files have been converted. Expected competencies include: - Strong expertise in handling PDF and Word conversions - High attention to detail to retain original formatting - A proven track record of working with predominantly textual material. A successful project will result in Word documents that closely resembles the initial PDF in format and allows for seamless editing.

...model. My model, which utilizes CNN and BiLSTM, yields inconsistent results across different datasets and experiences issues with overfitting. Here are some more details about the project: - I have around 1,500 samples to use. - The data in unbalanced dataset. - The project could involve revising the model structure, tweaking parameters, or introducing regularization or dropout methods. The freelancers applying should possess the following skills: - Extensive Python knowledge - Experience working with machine learning, deep learning algorithms, and data science particularly CNN and BiLSTM - Understanding of overfitting and the methods to prevent it Just a heads up. The performance metric that needs enhancement wasn't specified. Please be prepared to sugges...

Example lin... I require the capture/extraction of 84x numerical values (table comprises of twelve events, seven results per event) from PDF file as quoted above. There will be 1,000s of unique PDF's, so my guess is I'd copy/paste relevant addresses into an Excel file and a Python script would run from there (?). To my knowledge, PDF file is always four pages in length, relevant table to scrape is always located on page2. Required data is always located in the same position/same column in PDF files. (Possible) example output in CSV/Excel could look like: date | 1H | 21,114,900 | 291,000 | 719,400 | 119,200 | 71,000 | 17,900 | 12,600 That output line (above) would have twelve lines of data per daily PDF file (1H, 2H, 3H etc)

We are an environmental science and technology technology company providing energy saving and environmental engineering services globally, specializing in waste gas treatment and water treatment, as well as consulting services such as cleaner production audits and carbon audits. I am looking for a skilled graphic designer to create a company logo that is minimalist in style and embodies the concept of environmental protection. (Our philosophy is: We are the First Generation to feel the Impact of Climate Change, and the Last Generation that can Do Something about it.) The key requirements for this project are -Knowledge and experience of minimalist design principles -Design with an international and high class feel (very important) - Ability to effectively use color theory to crea...

As discussed .$500 if done in 24 hours else $400

I am in need of a professional logo designer to create an Ara...calligraphy. Previous experience in creating Arabic logos is a big advantage. 2. I'm looking for a clean and elegant text-only logo. It should be Arabic calligraphy logo (گوہرعلی گوہر) with my name written below in English as well. Please see the images attached for reference. 3. Creative Tone: The logo should convey a creative and unique feel. 4. I want all necessary files including Transparent PNG, PDF, EPS, Ai Source File. 5. I want it in Black, White and Golden Color. Ideal skills and experience for this project: - Proficient in Arabic calligraphy and typography. - Experience in logo design, particularly in creating text-only logos. - Strong creative ability to convey a unique and creative tone through the des...

I'm seeking a skilled professional to create a dynamic and engaging PDF for an upcoming event. This project will involve the creation of an interactive PDF that will allow participants to easily access event details and schedule, while also being able to navigate the document with clickable links. Key requirements: - Design and layout: You will be responsible for creating a visually appealing and user-friendly layout that effectively presents the event details and schedule in a clear and concise manner. - Interactive features: The PDF should include clickable links that allow users to easily navigate between sections and access additional information where relevant. - Conversion to PDF: The final deliverable should be in PDF format, ensuring that it...

...competent freelancer with exceptional skills in Python, data science, AI and image processing, to undertake a pixel prediction project. Key Task: - Implement a transformer-based pixel prediction using Python with a focus on image data. Key Deliverables: - Leverage your expertise in Python to develop a high-performance pixel prediction algorithm. - Utilize image data efficiently for the prediction process. - Present the outcome of the prediction in the form of insightful visual graphs. Desirable Experience: - Extensive knowledge in Python programming - Familiarity with image data processing and analysis - Previous experience in AI and predictive modelling - Proven track record in creating visually appealing and easily understood graphical data...

I require accurate data entry services for typing PDF documents into Word format. Ensuring all final outputs have 100% fidelity to the original document is crucial. Strictly no spelling errors or deviations. - **Purpose:** This project is primarily for data entry. We will be transferring information from PDF files into Word documents. - **Format:** The final format for the data should be a Word document. All the data from the PDF files must be transferred accurately. - **Accuracy:** Attention to detail is key. All data must be 100% accurate to the original PDF, including spelling, grammar, formatting, and any graphical elements. Ideal candidates should have: - Proven experience in data entry. - Advanced skills in ...

I need a proficient freelancer to convert a PDF file to Word format. This document contains images and graphics that I would like to have included in the conversion process. Key Requirements: - Experience with Word formatting - Ability to include and convert images / graphics from PDF to Word - Skills in graphic design to ensure editable images and graphics - Attention to detail to guarantee an accurate replication of the original PDF The finished product should be an editable Word document that includes all original images and graphics. This project is ideal for someone experienced in both document conversion and graphic design.

I am a telecommunications company looking for a skilled data scientist to help with churn prediction. The ideal candidate will possess the following skills and experience: - Strong background in data science and predictive analytics - Prior experience working with customer usage and service interaction data - Familiarity with churn prediction models and techniques - Ability to identify factors contributing to customer churn - Capability to predict the likelihood of churn for individual customers - Proficiency in suggesting targeted interventions to reduce churn This project involves: - Analyzing customer usage data and service interaction data to identify factors that contribute to churn - Developing a predictive model to forecast the likelihood ...

We are an environmental science and technology technology company providing energy saving and environmental engineering services globally, specializing in waste gas treatment and water treatment, as well as consulting services such as cleaner production audits and carbon audits. I am looking for a skilled graphic designer to create a company logo that is minimalist in style and embodies the concept of environmental protection. (Our philosophy is: We are the First Generation to feel the Impact of Climate Change, and the Last Generation that can Do Something about it.) The key requirements for this project are -Knowledge and experience of minimalist design principles -Design with an international and high class feel (very important) - Ability to effectively use color theory to crea...

I have a small project that requires the entry of structured text data. The project will involve: Ideal candidate would have a strong attention to detail, excellent organizational skills, and a background in data entry. Experience with structured data formats is a plus. This should be a fairly quick task, but accuracy is key. I will share you more details in via chat box. Thanks

I have a 11-50 page PDF document that I need converted to a Word file. The primary purpose of this conversion is to enable me to edit the content, while also retaining the existing formatting. Key Points: - The PDF file is relatively straightforward with basic text and minimal formatting, no tables, lists or images. - The ideal candidate should be proficient in typing and familiar with the basics of formatting in Word. - As the document is a bit lengthy, attention to detail and accuracy are crucial. I'm looking for a freelancer who can deliver a clean, editable Word document that mirrors the original PDF. Please include relevant experience in your proposal. Thank you.

I'm looking for a seasoned professional who can develop a top-tier wedding invitation creation platform. It should operate seamlessly on both web and mobile platforms. The final product should provide the following features: - Creation of wedding invitations in various formats (PDF, JPEG, PNG, MP4, and AVI). - An integrated caricature creator for personalized touches. - Capability to produce video invitations for a modern and dynamic touch. - Incorporation of elegant and classic as well as modern and minimalist design themes. Ideal candidates should have: - Proven experience in developing comprehensive and user-friendly invitation creation software. - Strong skills in graphic design and multimedia creation. - Ability to incorporate diverse design themes. - Familiarity with ca...

...• Collaborate with product managers, designers, and other team members to translate requirements into technical solutions. • Optimize application performance for maximum speed and scalability. • Conduct code reviews, provide feedback, and mentor junior developers. • Stay updated on emerging technologies and best practices in React.js development. Requirements: • Bachelor’s degree in Computer Science, Engineering, or related field (or equivalent experience). • Minimum of 5 years of experience in frontend development with a strong focus on React.js. • Proficient understanding of web markup, including HTML5 and CSS3. • Experience with state management libraries such as Redux or MobX. • Solid understanding of JavaScript, including E...

...tech-savvy individuals. About Us: Emphasize your company's commitment to innovation and technology in the "About Us" section. Highlight key technological achievements, projects, or patents to showcase your company's expertise and contributions to the tech industry. Careers: Create a dedicated careers page that outlines available job positions, including roles in software development, engineering, data science, etc. Describe your company culture, values, and commitment to technology advancement to attract like-minded individuals. Devote a section of your website to detailing the technology stack your company uses, including MERN stack, Python, C++, and any other relevant technologies. Projects and Innovations: Showcase notable projects, research, or inno...

I am looking for a skilled .ASP developer who can make significant improvements to my older .ASP pages. See the attached PDF for details. The image is a mock up of what I want when complete.

...high-quality code; Contribute to code reviews and provide constructive feedback to peers; Stay up-to-date with the latest trends and technologies in React development; Actively participate in the development and maintenance of our monorepo; Communicate effectively with stakeholders to gather requirements and provide updates on project progress; Hold a bachelor's or master's degree in Computer Science or a related field; Have, at least, three years of proven experience in React (or React Native) development; Knowledge or experience in additional areas such as: software design, continuous deployment, testing frameworks, etc; Possess excellent communication skills and enjoy providing technical support to colleagues; Be a team player who thrives in a dynamic environmen...

...through effective DevOps practices, including CI/CD pipelines, containerization, and orchestration. Optimize GPU computing resources and implement monitoring systems to track performance and system health. Collaborate with product teams to define and refine system architecture, ensuring seamless integration across AI and blockchain components. Requirements: Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, or a related field. Strong proficiency in machine learning, deep learning frameworks, and blockchain technologies. Extensive experience with server management and cloud platforms (AWS, Azure, Google Cloud). Proficiency in containerization and orchestration tools (Docker, Kubernetes), and infrastructure as code (Terraform, Ansible). Excelle...

...through effective DevOps practices, including CI/CD pipelines, containerization, and orchestration. Optimize GPU computing resources and implement monitoring systems to track performance and system health. Collaborate with product teams to define and refine system architecture, ensuring seamless integration across AI and blockchain components. Requirements: Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, or a related field. Strong proficiency in machine learning, deep learning frameworks, and blockchain technologies. Extensive experience with server management and cloud platforms (AWS, Azure, Google Cloud). Proficient in containerization and orchestration tools (Docker, Kubernetes), and infrastructure as code (Terraform, Ansible). Excellen...

... remaining details Milestone 4 – 100% completion of drawings Freelancers must possess skills in architectural construction detailing for residential projects. NON ARCHITECTURAL DRAFSTMAN AND DESIGNERS SHOULD NOT BID. EXPERIENCE IN ARCHITECTURAL DRAFTING AND CONSTRUCTION DETAILS A NECESSITY. All drawings in A3 size and completed in Autocad using sheet sets. PDF and .dwg files are to be provided....

...these images and gifs: I attached a couple below. Homepage Educating the next generation of STEM experts [Schedule a Demo] - Learn to program alongside AI. - Low stakes exercises. Emphasis on daily exercises. - Project-based exercises, automatically graded. - STEM is essential for our future workforce! Science, Technology, Engineering, and Mathematics. STEM is difficult While U.S. students are struggling in STEM education compared to their international peers, there are ongoing efforts to address these challenges and improve the state of STEM education in the country. “You inspired me to become a chemist. I just wanted to say ‘thank you.’” Our app not only enhances understanding but also inspires