Binary classification datasetsproiecte

called automatic labeling of reviews with Clustering, it can be done by automatic labeling of texts, you should have a set of reviews labeled positively / negatively and then run an automatic classifier that learns from these labels after to run such of the classifier you must first "clean" the text, remove all words without content, figure out what words you have left (bring them to the dictionary form) and then see if based on the remaining words the classifier can determine the class of your review: poz or neg .... with a small interface. Python has these clarifiers in English ... romanian: Se numește etichetarea automata a recenziilor cu Clustering, se poate face prin etichetarea automata a textelor, tu ar trebui sa ai un set de recenzii etichetate pozitiv/negativ si apoi s...

Jobul presupune promovarea serviciilor de turism si E-learning. Ca promoter al brandului nostru vei avea acces la clubul nostru exclusivist de turism, prin care tu si cei carora le promovezi oferta veti avea parte de discounturi considerabile la hoteluri, bilete de avion, etc. Pe langa asta, oferim si cursuri pentru dezvoltare personala, motivational si psihologie, precum si cursuri despre Binary trading, Forex si Crypto. Daca esti o persoana comunicativa si intreprinzatoare te asteptam cu bratele deschise.

2 exercises with compress/decompress and regression/classification

Am un proiect pentru un client in dezvoltare -> si am nevoie de ajutorul unui programator la implementarea urmatoarelor lucruri - modulele de mai jos. Site-ul va fi in wordpress. Module gasite conform criteriilor clientului: - payperview sistem: - mlm: - membership wpmu pentru control acces: - logare prin facebook in cont - plata prin card bancar, mobilpay (ori prin membership plugin wpmu ori prin mlm). Un brief sumar la ceea ce doreste clientul: - tv online – difuzare video - sectiune free 24 / 24 difuzare program - in timp preschimbare abonament lunar cu acces la

How the app works: 1) Log in with Instagram API only (First time only: short tutorial) 2) Collects coins by liking pictures 3) Spend coins by asking for own picture on Instagram to be liked X times 4) Instagram picture is submitted i...revmob, charboost, and applovin 4) Must be able to integrate in-app purchases 5) Good English 6) Ready to begin now and can complete quickly/will complete project on time Please provide: 1) Price for iPhone app only (may want iPad app later and Google Play app later) 2) Length of time to complete I can create the app icon, create app screenshots, set up in-app purchases, submit the binary to Apple, and set up all other parts of iTunes Connect to save time and money. I can provide you with IDs for Chartboost, Revmob, and Applovin. ...

...Strong proficiency in Python - Experience with data visualization tools such as Matplotlib, pyplot and of course Pandas - Proficiency in statistical analysis methods and tools I want two reports created in an engaging style that work with any time series datasets. The reports are working demonstration reports to showcase the financial/commodity data for clients so must be well commented with clear analysis sections and comments. Clients can change the datasets used so reports must be pretty flexibly and handle any datasets. The Python component handles getting the data so it is only analysis that we need. We can discuss the style of the report after getting the functionality completed. 1). Detailed Time series analysis of a dataset. 2). A...

I'm seeking a knowledgeable Arduino and IoT expert to create a sophisticated system for collecting data on water flow. Key functionalities required: - Pulse input data collection, specifically for monitoring water flow. - Understanding of Deep Sleep Mode to save Battery. - Data handling capabilities to efficiently send this information str...freelancer for this project must demonstrate vast experience with Arduino programming, IoT systems, and data management. Familiarity with cloud technologies will be a significant plus. Ability to create a robust system capable of handling potential fluctuations in water flow is necessary. The chosen developer will be tasked with not just simple data gathering, but also with transferring these datasets to an online cloud repository for fu...

I need a freelancer who can seamlessly import several Excel sheets into my ERP system, ERPnext, without the need for data validation. The data includes items, journal vouchers, invoices, and stock entries. Key Requirements: - Importing 3+ Excel sheets for Items and Stock Entry, and likely more than 3 for JV and PDC. - Understanding of E...system, ERPnext, without the need for data validation. The data includes items, journal vouchers, invoices, and stock entries. Key Requirements: - Importing 3+ Excel sheets for Items and Stock Entry, and likely more than 3 for JV and PDC. - Understanding of ERPnext data import structure. Skills Required: - Proven experience with ERPnext data import. - Advanced Excel skills for handling large datasets. - Attention to detail and accuracy in data...

I'm looking for a Python expert who can help me preprocess and normalize a CSV dataset for...help me preprocess and normalize a CSV dataset for a machine learning project. Key Responsibilities: - Loading the CSV dataset - Adjusting timestamps - Merging data from a single file - Normalizing the data using Min-Max scaling Ideal Skills and Experience: - Proficient in Python programming - Solid understanding of data preprocessing techniques - Experience with handling and merging large datasets - Familiarity with statistical analysis and machine learning modeling This project is crucial for setting a solid foundation for the subsequent machine learning analysis. The freelancer who takes on this role should be able to execute these tasks accurately and efficiently, with a strong ...

...in Excel, offering services in data analysis and routine work automation. With academic experience in handling complex Excel functions, I am poised to help clients streamline their operations and uncover valuable insights from their data. Key services include: - Crafting custom Excel spreadsheets for data analysis - Automating repetitive Excel tasks to save time and reduce errors - Analyzing datasets to provide actionable business insights - Creating visually appealing reports and dashboards for easy data interpretation Ideal Project Collaboration: - Clients seeking to improve data management and efficiency through Excel - Projects requiring the transformation of raw data into meaningful analysis - Opportunities to automate processes and enhance productivity Although I am at t...

I'm ...Excellent understanding of Java is a must. - Strong Database Skills: Prior experience with MySQL and PostgreSQL is necessary. - API Development: A proven track record in creating high-performance and secure APIs. - Code Modification: Ability to work with existing codebase, identify key areas for modification, and implement changes effectively. - Reporting: Experience in generating reports from large datasets. If you are confident in your Java backend skills, have a knack for database systems, and are ready to take on the challenges of API development, I'd love to discuss this project further. I am looking for 2-3 hours daily work and my budget is around 150 Rs per hour for the job. Lower the better. I am only looking for experienced developer as work is in core ja...

I need a Python program that can tap into Yahoo's fantasy football datasets using their API and extract various essential pieces of historical league-specific information. The main requirements of my project include: - Extracting information like player statistics, team standings, draft results, transactions (trades and adds/drops), weekly schedules (head-to-head matchups by week), weekly lineups, scoring settings, and league settings The Yahoo API Endpoints you'll need to use as inputs to derive the above data extracts for a particular league are: - the associated League ID (each league created by Yahoo is given it's own unique ID that a league member can provide) - the associated Game Key (there is a unique Game Key provided by Yahoo by fantasy sport and by year) ...

I'm seeking an expert in P...for a Natural Language Processing project focusing on text classification of social media posts. Key Project Features: - The goal is to build a Python coding notebook that can efficiently classify different types of text within social media posts. This will require a deep understanding of NLP principles and techniques. - The project primarily demands the use of Python for its implementation. Ideal Skills and Experience: - Expertise in Python programming is a must. - A strong background in NLP, particularly in the area of text classification, will be highly beneficial. - Prior experience working with social media text data would be a plus. If you're confident in your Python and NLP skills and have experience in text classificati...

I need a machine learning model developed in Python. This model should be able to evalua...model developed in Python. This model should be able to evaluate prospective student applications by comparing them to historical data sets. The goal is to classify and sort the new applicants efficiently. Key Requirements: - Develop a classification-based machine learning model in Python - Understand and work with historical data sets to evaluate new student applications - Deploy the model in a web application format for ease of access Ideal Skills and Experience: - Strong background in machine learning and Python - Previous experience in developing classification models - Ability to understand and work with large data sets - Prior experience with deploying machine learning models in...

Entity Classification Election, after form is signed our office will mail out the form to IRS

I'm in need of a skilled...experience I'm looking for: - Programming skills: Proficient in Python, Java, and C++. Familiarity with various coding patterns and best practices. - Database management: Experience in handling large datasets, querying databases in an optimized manner, and ensuring the integrity and safety of the data. - Algorithms and Data Structures: Demonstrated understanding of algorithms and data structures. The ability to use this knowledge to solve problems efficiently is a must. - User Interface Design: Skills in creating intuitive user interfaces that simplify user interaction with complex datasets and algorithms. Regardless of the platforms you've previously worked on, I believe your proficiency in these areas will be the key to succe...

Looking for help in modifying an existing python script and related sql database table The current script - (1) scrapes company financial data from website and populates database (2) scrapes news related to keywords from google news (3)sentiment classification of news items (4)pushes data to sql database The company names and keywords are currently hardcoded in the script Requirement- (1) Company names/urls/keywords (will be provided) to be put in master table in the database (2) The script to loop through and scrape the relevant data and put in database

We are seeking a skilled AI developer to create a custom AI script capable of generating answers based on specific datasets for multiple products. This AI model will provide accurate responses using only the data provided for each product. If the model cannot find a matching answer, it should prompt the user to contact us for further assistance.

We are seeking a skilled AI developer to create a custom AI script capable of generating answers based on specific datasets for multiple products. This AI model will provide accurate responses using only the data provided for each product. If the model cannot find a matching answer, it should prompt the user to contact us for further assistance.

I'm looking for an AI expert to help me improve an existing AI model. This project requires full-time engagement to achieve the best results possible. Specifically, I'm looking for someone with experience in Natural Language Processing (NLP). This project will involve analyzing large datasets of text and quotes, in order to develop a powerful natural language processing model. The model should have the ability to classify quotes by sentiment, recognize intent and extract entities from the text. There will also be opportunities to explore new techniques for natural language understanding and machine learning. The right candidate should have excellent problem-solving skills, knowledge of machine learning and natural language processing algorithms, as well as experience wi...

I need someone who is proficient in data analysis, particularly with unstructured data sets. The primary goal of this project is to extract insights from both text and numerical data. You'll also be required to perform machine learning techniques such as LDA and NMF. Key Responsibilities: - Extracting insights from unstructured text and numerical dat...Strong ethical understanding and the ability to consider ethical implications in data analysis - An analytical mindset with the ability to ask the right questions and provide detailed insights Ideal skills and experience for this job would include a background in data science, machine learning, natural language processing, and a strong foundation in data analysis. Your ability to handle small datasets effectively is crucial fo...

I'm looking for an experienced Python coder to tackle two key aspects of my project - data analysis and automation. Here's a breakdown of the requirements: - **Data Analysis**: The primary task involves analyzing datasets in CSV format. The selected candidate should be adept with NumPy, able to make sense of the data and derive meaningful insights. - **Automation**: The second crucial aspect is automation. I'm looking to automate certain processes in my project that involve database queries. Proficiency in Django will be necessary here. Ideal candidates for this project would have: - **Strong Python Skills**: You should be well-versed with working on data analysis and automation tasks using Python. - **Experience with NumPy & Django**: Proficiency in these fra...

I'm looking for a skilled Excel professional to clean a text-based dataset for me. The dataset is not massive, but it's quite messy. The data cleaning task is relatively straightforward and basic. You'll have to perform operations such as removing duplicates and adjusting formats. Ideal Skills and Experience: - Proficiency in Excel: You should be comfortable working with large datasets in Excel, including applying formulas and functions. - Data Cleaning Expertise: Prior experience in cleaning text data is a major plus. - Attention to Detail: The devil is in the details; I need someone who won't overlook small nuances in the data set. Once the data is cleaned, I'll need you to carry out some basic analysis on it. This will involve running some simple sta...

...chinese, so must use chinese to view it. table name/string partially e.g. "現金流量表" or "被投資公司名稱" or "資金貸與他人"or "轉投資大陸地區" or other name(later can be change). extract table based on table names/string. the table may not be there(depend on the html). If so just skip or single row blank. have to be easy to read and maintain in the future. .py file(source code) not .exe binary file (I think it's not very hard. I've wrote the code already. But only extract one file at a time, and unable to match specific table name/string only table number.) (stack table is just illustration purpose.) current pip package version --- python 3.12.3 beautifulsoup4 4.12.3 et-xmlfile 1.1.0 html5lib 1.1 lxml ...

...analysis and classification tasks. Key Tasks: - Sentiment Analysis: I want to understand the overall sentiment of the email data. You will be required to identify and extract the prevailing sentiment from the emails. - Email Classification: The project includes categorizing the emails into predefined categories. This will involve analyzing the content and context of the emails to sort them into different classes. Requirements: - Proficient in Python: As Python is my preferred language for this, you should have a strong grasp of Python and its libraries for carrying out sentiment analysis and text classification. - Email Analysis Experience: Experience in analyzing text data from email sources is highly desirable. - Understanding of Sentiment Analysis & Email...

I have a Python file that was running fine last night for data analysis purposes. However, after trying to upload the '' file ...stored on an external service to work around the file size limitations of GitHub. Key requirements include: - Identifying and resolving the issue causing the Python file not to run - Storing the '' file on an external service and adjusting the Python code to access it from there Ideal Skills and Experience: - Proficiency in Python - Experience with data analysis and handling large datasets - Familiarity with version control, specifically using GitHub - Ability to troubleshoot and resolve file size issues - Understanding of linking external services with Python code Please bid with your proposed solution and timeline for completing th...

...be designed to execute trades based on predefined strategies. This means it should be able to analyze market conditions and place trades automatically as per the set strategy. Ideal Skills and Experience: - Proficient in Python: Since Python is my preferred programming language for this bot, you should have demonstrable experience in programming with Python. - Knowledge of Binary Trading: A good understanding of binary trading platforms and how they operate is a considerable plus. - Experience with Automated Trading: Prior experience in developing bots for automated trading is highly preferred. - Familiarity with : Given that the bot will be used on , experience or familiarity with the platform is valuable. The development of this bot must align with the current reg...

I need an SPSS expert urgently. I have a dataset that requires thorough analysis using SPSS. You'll need to perform a variet...will provide you with the dataset and further instructions once we are in contact. The dataset is not very large, but the analysis is vital for a project I am working on. This is quite urgent, so I'm looking for someone who can dedicate their time to this task and deliver results promptly. Ideal skills and experience: - Proficient in using SPSS for statistical analysis - Ability to handle datasets of varying sizes - Strong understanding of statistical concepts - Quick and efficient with a proven track record of delivering quality results under tight deadlines. Please bid if you're confident in your SPSS skills and can handle the press...

I am in need of a skilled Machine Learning Developer who can help me build a causal model. I have a specific dataset that I would like to use for building the model. This dataset is of moderate complexity, featuring multiple variables. The primary goal of the model will be to understand the relationships between thes...illustrating relationships between variables - Optimize the model for performance Ideal Candidate: - Proficient in Machine Learning and Python - Experience with building causal models - must have worked on techniques like robust synthetic control, dowhy, econml, trigamite, DECI and other double ML/causal techniques - Strong analytical and problem-solving skills - Ability to work with moderate to complex datasets - Strong understanding of relationship modeling in da...

I need specialized assistance on visualizing my completed data analysis, encompassing sales data, financial data and customer data. To make this happen, I'm seeking a seasoned Power BI dashboard designer. Expertise required: - Proficient in creating Bar charts, Pie charts, and Line charts in Power BI - Has experience working with diverse datasets especially sales, financial and customer data - Can deliver the project urgently If you can create a comprehensive and visually appealing dashboard to delineate and amplify my data's context, your experience and skills will be indispensable to this project. Let's connect ASAP and bring this to life.

I'm seeking a talented data scientist specializing in ship engine assembly to analyze key parameters and offer process insights. Key...**Workflow Optimization:** Provide insights and recommendations on how we can optimize our workflow for better efficiency and productivity. - Collect datasets for llmRAG and embedding vector database - You should choose the models for llms and RAG and frameworks Ideal Skills: - Proven experience in data science, particularly in the manufacturing industry with a focus on ship engine assembly. - Proficient in analyzing and interpreting efficiency, performance, and reliability metrics. - Excellent at providing actionable insights for process optimization. - Understanding of ship engine assembly workflow is a huge plus. - We will be using public ...

I am seeking an experienced Power BI expert who can assist with generating intermediate reports. This role involves: - Working with Excel datasets. - Developing seamless processes to generate user-friendly reports. - Troubleshooting any issues that may arise during report generation. The ideal freelancer should have: - Excellent understanding of Power BI. - Experience in report generation. - Adept knowledge in handling Excel datasets. - An analytical mindset with attention to detail. Proficiency in Excel and experience with intermediate report generation will be highly advantageous.

I am looking for a skilled Elasticsearch expert to help with data indexing and analysis for a large dataset. The data to be indexed is primarily textual and it is sourced from database entries. Experience with database management and textual data analysis is a crucial requirement for this project. The primary tasks include: - Analyzing and indexing a large datase...and textual data analysis is a crucial requirement for this project. The primary tasks include: - Analyzing and indexing a large dataset from database entries - Setting up Elasticsearch for efficient data analysis - Implementing indexing strategies for textual data Proficiency in Elasticsearch, data indexing, and database management is benefit for this project. Familiarity with handling large datasets and textual data ...

...based on your own perspectives and insights gained from your analysis, culminating into a 5-10min presentation. *Visuals must be included* A rough time breakdown for the presentation would be: 1-2 min introduction of datasets, why it was chosen etc. 3-4 min how the data was cleaned and analysed, talk about the insights, talk to the visuals presented. 1-2 min conclusion and wrapping up the presentation etc. Key Requirements: - Proficiency in data analysis and exploratory data analysis. - Proficiency using MS Excel and Power BI/Tableau - Experience in handling large datasets. - Strong analytical and critical thinking skills. - Ability to identify trends, patterns, outliers, and anomalies in the data. - Capability to assess data quality and provide recommendations for impro...

...essential to ensure the accurate and reliable execution of the project. This project will also require you to effectively work autonomously, show high attention to detail, have excellent problem-solving skills, and possess the ability to communicate complex ideas in a simplified and understandable manner. Your familiarity with data analysis, and the ability the understand and interpret complex datasets will also be valued in this role....

I am working on a classification problem with logistic regression and L1 and L2 regularization. I have a code that kind of works but it needs to be cleaned up and checked that it employs the right methods.. more details will be shared over a chat

I'm in need of a smart and efficient developer to create a binary trading telegram robot. This robot should offer the following functionalities: - Signal Generation: The robot should be designed to generate both buy and sell signals for trading on PocketOption and OlympTrade platforms. The signals should be accurate, timely and should help in maximizing profits. - Delivery Mechanism: The signals should be delivered directly to the users via Telegram. The delivery needs to be prompt and reliable to ensure users can act swiftly on the signals provided. Ideal Candidate: - Proficient in creating telegram bots - Prior experience in binary options trading - Familiarity with PocketOption and OlympTrade platforms - Ability to deliver accurate and timely trading signals - Stro...

I have a Node.js script that I've been using to sort and verify emails. However, there are some issues that I need to be fixed. I'm looking for a professional who can assist me in enhancing the script. Requirements: - The script should be able to validate the existenc...be able to handle a large list of emails efficiently. Key points for the project include: - Implementing a more efficient algorithm to handle large email lists without freezing. - Ensuring that the script provides accurate validation of email mailbox existence. Ideal Skills: - Strong proficiency in Node.js and email verification techniques. - Experience in optimizing scripts to handle large datasets without performance issues. - Good understanding of efficient algorithms and their implementation in real...

I need specialized assistance on visualizing my completed data analysis, encompassing sales data, financial data and customer data. To make this happen, I'm seeking a seasoned Power BI dashboard designer. Expertise required: - Proficient in creating Bar charts, Pie charts, and Line charts in Power BI - Has experience working with diverse datasets especially sales, financial and customer data - Can deliver the project urgently If you can create a comprehensive and visually appealing dashboard to delineate and amplify my data's context, your experience and skills will be indispensable to this project. Let's connect ASAP and bring this to life.

I need a skilled data analyst proficient in R to perform an in-depth statistical analysis on a large dataset of more than 10,000 records. The main objective is to conduct thorough statistical analysis rathe...objective is to conduct thorough statistical analysis rather than predictive modeling or data visualization. Key Requirements: - Proven experience and expertise in R programming. - Ability to apply a wide range of statistical techniques including: - Descriptive - Logistics - Bivariate - Univariate - Multivariate - Multidimensional Ideal Candidate: - Proficient in handling large datasets. - Experienced with statistical analysis on a similar scale. - Strong understanding of various statistical techniques. - Ability to present the results in a clear and comprehensib...

I need a developer to implement a searchable combobox within the Lightning Web Component (LWC), interf...Remoting. Key Requirements: - The combobox will need to handle custom object data - The search functionality should be designed for contains matching. Ideal Skills and Experience: - Proficiency in Salesforce LWC development - Strong background in Apex, Visualforce Remoting - Previous experience with implementing searchable components on Salesforce platform - Familiarity with handling large datasets using Salesforce's Visualforce Remoting. Your main focus will be on building a responsive, efficient combobox that can handle the large data volumes we work with. The combobox should accurately and rapidly display results based on the user's input, utilizing the contains...

... Key Tasks: - Object Detection: I require the developer to implement object detection capabilities within my image recognition system. - Text Blocks Detection: I need a method to accurately detect and interpret text blocks within images. The ideal candidate should have: - A strong background in Machine Learning, especially with Python. - Extensive experience in object detection and image classification. - Expertise in text blocks detection would be a great advantage. The data available for this project includes some scanned exam files. The output I need requires cropped images from the required coordinates so that each different question is saved into different folder, and the name of the files are given as the number of questions. For example: "Math_14", "Mat...

Project 1: You should write a program implementing the calculator's functionality. Interface appearance use graphic buttons (this may be the simplest graphic with a color change), the result of the operation can be presented in the form of binary, octal hexadecimal (additional buttons), enter the history button: opening a new window with information about the actions taken since the application was started, showing the actions in the following lines of the list. Project 2. Create a Music MP3 player mobile application in Flutter or in Android Studio that recommends its users the local area popular songs based on their GPS location. Submit the source code and the apk file as Task2.zip. Project 3. Create a Mobile Application for a Cafe Restaurant to receive orders from its Cus...

We are seeking a talented Machine Learning Engineer to develop a classification model that works with Google Mediapipe Pose Detection and has run trained ML models on web application (using JavaScript) The main task will be training the model to recognising the pose and creating a script for data generation from youtube videos. The trained model should work with the web mediapipe library and classify the given pose on a WebApp (JavaScript). (Eg: Push up and Push Down) You can refer this blog for reference: This project requires expertise in machine learning algorithms and techniques, as well as experience with Google Mediapipe and data preprocessing. The successful candidate should have a strong understanding of

...integer programming problem. The primary aspects of the task include: - **Problem Nature:** The task is essentially a mixed integer programming problem. This entails the need for the expert to use their skills and knowledge to optimize the problem at hand effectively. - **Data Complexity:** The dataset is of medium scale with around 1000 to 5000 variables and constraints. Experience in handling datasets of this size and complexity is essential. - **Constraints:** The problem is characterized by resource constraints. The ideal candidate should be well-versed in working around such constraints to guarantee the proposed solution is resource-efficient. The successful candidate will need to have an adept understanding of CPLEX OPL software and a proven track record in medium-scale...

I need an experienced Python developer for data analysis. Your primary role will involve: - Sorting and arranging small datasets (less than 1GB) - Applying your skills primarily to mixed data, including both numerical and textual elements The ideal candidate would possess a strong background in Python along with a solid understanding of data analysis. You must be highly efficient in reading, sorting and managing mixed datasets. Experience working on a similar project or scope would be a significant plus. Providing data analysis insights is also a bonus.

...be responsible for training the model, ensuring optimal performance for the specified task. - Reporting: While I will manage the interim and final reports, you should be able to provide insights and data on the model's performance. Data Source: - The primary source of our training data will be determined collaboratively with the freelancer. You should be proficient in handling various types of datasets and data sources. Model Optimization: - While the project does not demand real-time processing, the model should be optimized for accuracy while maintaining a reasonable processing speed. Ideal Skills: - Proficiency in Computer Vision, specifically Object Detection and CLIP. - Skilled in developing complex code. - Experience in model training and optimization. - Strong anal...

I need a skilled freelancer to install an...company, accessible I suppose by teamviewer or similar. The client is a waste recycling services company. The particular thing about this business is that there are various types of clients, Customer delivering waste to be proessed. Client who contracts waste management at home. Customer who buys recycled material. Entities that receive final non-recyclable garbage. Has waste reception, classification and separation process, manufacturing of final product Dispatch of recycled materials, final products and garbage. We do NOT want to activate the billing module, maybe export or exchange with the current system. Please present a work plan, estimating times, delivery dates, and value to be paid per delivery. Contact by ....for more...

I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and well-commented code.

I am currently using R, specifically the ppcor package, to conduct partial correlations on a sizable dataset. Unfortunately, the process is slow and fails to address all columns efficiently. I'm seeking assistance to: - Improve the computation speed - Enhance the handling of columns within my dataset The ideal freelancer for this task should be proficient in R pr...the process is slow and fails to address all columns efficiently. I'm seeking assistance to: - Improve the computation speed - Enhance the handling of columns within my dataset The ideal freelancer for this task should be proficient in R programming, with specific experience in working with the ppcor package or similar tools for statistical analysis. A background in optimizing code for large datasets would b...