Pandas dataframe to sklearn dataset işler
Kaggle dan sınıflandırma üzerine bir dataset seçilecek. 1. Size tahsis edilmiş veri setini, tanımlanmış sınıflandırma problemini çözmek için Training, Validation ve Test olmak üzere üçe ayırın. 2. İlk olarak “common sense baseline” denilen ve tasarladığınız modelin yenmesi gereken ve basit bir mantıkla üretilen minimum başarı oranını belirleyin ve açıklayın. 3. Keras ortamında kendinize ait bir Convolutional Neural Network (CNN) modeli tasarlayın. 4. komutuyla modelinizdeki katmanların çıktısını görüntüleyin. 5. Modeli eğitin ve eğitim sırasında Training Loss ve Validation Loss grafiğini ve Training Accuracy ve Validation Accuracy grafiğini çizdirin. Bu grafikten overfitting durumun...
Lütfen detayları görmek için Kaydolun ya da Giriş Yapın.
Verilen dataset ile tensorflow modelinin eğitilmesi ve tensorflow kullanarak oluşan .pb dosyasının .tflite dosyasına dönüştürülmesi.
Python da (pandas) exceli okuyarak tabloya atmak. sonrasında bazı kolon ve rowlarda işlemler yaparak (örneğin excelde filtreleme, vlookup gibi) yeni tablolar olusturmak ve bu tabloları yeni bir excele atmak. eğer çok iyi biliniyorsa bazı grafikler ve social network analizi de isteyebilirim. Reading excel with python (pandas), making some adjustments in the data like sorting or vlookup or some text mining. then extracting each table to the new excel files.
Google'dan belirli keywordleri arayıp, sonuç olarak dönen linkleri bir dataset olarak çekmek istiyoruz. Limitsiz arama olmalı.
...in Structural Equation Modelling (SEM), particularly with SmartPLS, to conduct hypothesis testing on my collected data. This is pivotal in determining the relationship between variables and also includes the moderation effect. Key Project Tasks: - Conducting hypothesis testing using Smart PLS: Your primary task will be to rigorously test the relationships between the variables I've collected data on, as well as assess the moderation effect. - Report Writing: I expect a comprehensive and detailed report of the hypothesis testing results. The report should be clear, well-structured, and easy to understand, as the results will be crucial for my research. I also want the statistical results from the software (tables) and dataset. Ideal Skills and Experi...
...seeking a proficient Python data analyst who can unlock interesting trend patterns within a dataset using machine learning models. Your expertise will be instrumental in making sense of the underlying trends that the raw data contains. The main responsibilities will include: - Scrutinizing the datasets rigorously in order to identify trend patterns - Deploying machine learning models for an in-depth analysis The nature of the data is undisclosed at this juncture, which adds an element of challenge to the project. Therefore, a flexible analyst capable of working with different data types will be ideal for this role. Remember, the key objective is to highlight trend patterns within the given dataset efficiently and accurately. Someone with experienc...
...seeking a proficient Python data analyst who can unlock interesting trend patterns within a dataset using machine learning models. Your expertise will be instrumental in making sense of the underlying trends that the raw data contains. The main responsibilities will include: - Scrutinizing the datasets rigorously in order to identify trend patterns - Deploying machine learning models for an in-depth analysis The nature of the data is undisclosed at this juncture, which adds an element of challenge to the project. Therefore, a flexible analyst capable of working with different data types will be ideal for this role. Remember, the key objective is to highlight trend patterns within the given dataset efficiently and accurately. Someone with experienc...
Develop a prediction model to identify fake orders and suspicious transactions and forecast the sales of different products. I just need separate for each below mentioned task. Perform these task and show each one in Jypyter Notebook:- 1) Data Understanding and Pre-processing 2) Data Wrangling Operations 3) Descriptive Analytics 4) Diagnostic Analytics 5) Predictive Analytics 6) Recommendations and Conclusions The link of the dataset is
I am looking for a statistical analysis expert who can help me with descriptive statistics using Python. The dataset size for this project is small, with less than 1,000 records. Skills and Experience: - Strong knowledge and experience in statistical analysis and descriptive statistics - Proficiency in Python for data analysis and visualization - Familiarity with handling small datasets and performing data cleaning and preprocessing - Ability to interpret and communicate statistical findings effectively
I'm seeking a proficient ...Key tasks include: - Cleaning and preprocessing a dataset of over 10,000 records - Comprehensive descriptive statistics overview for initial insight - Detailed hypothesis testing to validate or negate proposed theories - Regression analysis for predictive modeling Skills and Experience: - Expertise in R and Stata programming languages - Strong background in biostatistics - Proven track record of handling large data sets - Attention to detail for accurate data cleaning - Experience in hypothesis testing and regression analysis. -Report writing and data interpretation The quality of analysis is essential, attention to detail and accuracy will be keenly observed. If you have previous related work, feel free to showcase. I...
...testing a Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project goes on. The deliverable of your task will be a working Python code able to solve a given image classification problem, producing corresponding output, which will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn), and machine learning (including Scikit-Learn, TensorFlow, Keras)....
I have an Excel dataset that I'm looking to augment primarily to increase its dataset size using Python . This is in the context of machine learning modeling, so the main objective is to ensure I have enough varied data to train my models effectively. Key Responsibilities: - Implementing data augmentation techniques for numerical data in Excel format - Expanding the dataset significantly while keeping the integrity of the original data ( Read the word file attached)
I am seeking a proficient R programmer to assist with the evaluation of statistical significance in a large dataset. This project will involve data cleaning processes to address missing data, outliers, and unbalanced classes from CSV files. An in-depth understanding of advanced analytics and R programming is needed. • Proficiency in R language • Experience handling CSV files • Strong ability with data cleaning methods (dealing with missing data, accurately identifying outliers, working with unbalanced classes) • Expertise in evaluating statistical significance The selected candidate should not only have technical expertise but also the ability to interpret data and present findings in a clear, concise manner. This project shall pave the way...
I'm seeking a digital signal processing expert who can help me with filtering and enhancing biomedical signals. Ideal Skills: - Strong grasp of digital signal processing principles - Experience with Python, and specifically in the context of signal processing - Prior w...seeking a digital signal processing expert who can help me with filtering and enhancing biomedical signals. Ideal Skills: - Strong grasp of digital signal processing principles - Experience with Python, and specifically in the context of signal processing - Prior work with biomedical signals is a significant advantage Your tasks would include: only add an SNR or MSE to the result for 4 filters i already do it ecg signal dataset Please share your experience and approach towards similar projects in you...
...series forecast for my Twitter dataset. The forecast should be for 1, 3, and 7 days ahead. The key deliverable is 3 dynamic dashboards that display this forecast in real-time. Key Points to Note: - **Programming Language**: Python - **Time Series Forecasting**: The freelancer is expected to have a solid understanding of time series forecasting methods. The deliverables should include 2 Neural Network and 2 autoregressive models (ARIMA, SARIMA etc…). The validation should demonstrate each model performance. - **Dynamic Dashboard**: I'm looking for a dashboard that's dynamic and interactive. It should display the forecast for the Twitter data using a visually appealing interface. - **Real-time Data Updates**: The dashboard should be capable of updati...
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 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 comprehensible manner.
Need to prepare dashboard, i have dataset and clear instructions
...Software, to perform an incisive statistical analysis of a dataset. The key objective is to investigate the relationships between various variables which include age, gender, income, education level, employment status, marital status, geographic location, ethnic background, health conditions and more. The successful candidate is required to: - Analyze the data set and identify patterns and trends. - Conduct a comprehensive revision of the data set, flagging any inaccuracies. - Create relevant tables and SPSS output for visualization. - Provide a brief overview with major findings as a bullet point summary. Ideal freelancers will have: - Proficiency in SPSS - Strong statistical analysis skills - Keen attention to detail - Excellent summary and repo...
I'm seeking an experienced Python programmer to design a program that analyzes the data from 7-8 spreadsheets and generates a discrepancy report. The project will require: - Strong proficiency in Python - Expertise in data visualization - Ability to compare categories within a large dataset - Comprehension of CSV format Specifically, the core functions of this Python program should include: - Analyzing spreadsheet data - Comparing various categories - Visualizing these comparisons to spot discrepancies - Exporting the results in CSV file format Ideal candidates should have extensive programming experience, particularly in the field of data analysis, and be able to demonstrate a solid understanding of data visualization techniques. They shou...
...Matlab developer with expertise in machine learning and signal processing to build a cryptocurrency trading signal application. The core of this project will be to implement an LSTM (Long Short-Term Memory) neural network that utilizes techniques like Fourier transform among other signal processing methods to generate buy and sell signals based on historical cryptocurrency data. Key Project Requirements: - Data Handling: The application should be able to import and use cryptocurrency data from this Kaggle dataset: Binance Full History. - Signal Processing: Integrate Fourier transform and other signal processing techniques to analyze the data. - Model Implementation: Develop and train the LSTM neural network model to predict potential bu...
I am seeking a Machine Learning engineer with proficiency in Python. You should be able to apply your skills to solve a classification problem with a text dataset. Key Responsibilities: - Develop and implement a suitable ML model for the text classification problem - Conduct detailed data analysis and preprocessing Ideal Skills & Experience: - Extensive Python programming experience - Wide understanding and experience in Machine Learning, specifically in classification problems - Experience in working with text datasets - Familiarity with popular Python libraries used in ML such as scikit-learn, pandas, and numpy If you have a strong grasp of Machine Learning techniques, particularly in text classification using Python, then this is for you!
...tackle essential tasks within the domain. The ideal candidate for this project should be able to: - Perform data analysis: This includes understanding, interpreting, and presenting data to inform decision-making. - Manage data integration: The candidate should be capable of combining data from various sources to create a cohesive dataset. - Develop data visualization: The engineers will need to create meaningful and understandable visual representations of the analyzed data. The necessary skills for this role are: - Proficient in Python: The candidate should be well-versed in Python programming language to work with our system. - Knowledge of Hadoop: Experience with Hadoop is a must for this position to handle the data integration and ...
...sales data with weekly remittances over a span of 2.5 years in Excel. This requires merging multiple remittance files into one cohesive dataset, and then cross-referencing the sales data with the remittance data using a unique identifier (e.g., order number). The goal is to ensure that each sale corresponds to an accurate payout in the remittance, identifying any discrepancies or missing payments. Project Tasks: Data Collection: Gather all sales data and remittance files spanning 2.5 years. Ensure each dataset includes a unique identifier (e.g., order number) for matching. Data Merging: Consolidate all remittance files into one master remittance dataset. Arrange the data in a structured format for ease of analysis. Data Reconciliation: Compare the ...
i want to make chatbot, now i'm using naive bayes but accuracy score is 0. i don't know how to fix it. i have dataset question and answer arround 190 row. need cheap price.
I'm currently in need of an individual who is a proficient user of SPSS software and can assist me in some data analysis. Specifically, looking for those skilled in descriptive statistics. Details of the project include: - You must possess your own SPSS software. - I have a dataset that needs analysis. - I require help in deriving Mean, Median, and Mode from my dataset. The ideal candidate would have extensive experience with SPSS and be able to confidently execute accurate descriptive statistics. With a small number of questions at hand, direct and comprehensive responses are appreciated. Please bid if you can assist me efficiently and accurately with these SPSS solutions.
I'm seeking a skilled professional to perform predictive analytics on a small dataset (less than 1GB) using Spark on the AWS EMR Cloud Platform. Specifically, I need assistance in setting up an EMR cluster and doing a Spark job on it. Your expertise should include: - Experienced knowledge in AWS services, including EC2, S3, and especially EMR. - Proficiency in handling Spark Jobs and understanding its complexities. - Prior experience in predictive analytics. Please underscore your relevant jobs and mention how you managed similar challenges on this project.
I'm in need of a skilled professional that can create a Power Automate Flow to synchronize data between Microsoft Forms and SharePoint in real-time. Key Requirements: - Set up a Power Automate Flow for real-time data synchronization between Microsoft Form and SharePoint including lookup column from one dataset to be linked to the main dataset - Ensure seamless and reliable synchronization of data without any loss or delay. Ideal Skills and Experience: - Proficiency in Power Automate and its functionalities. - Expertise in data synchronization between Microsoft Forms and SharePoint. - Experience in working with real-time synchronization projects.
...security systems. The task at hand comprises testing and measuring the accuracy of my existing model using the Nsl-kdd dataset. Your primary responsibilities would include: - Thorough testing of my intrusion detection system, using the provided dataset. - Extracting and predicting the accuracy of intrusions detected by the model. With a significant grasp of Python, data analysis, and an in-depth understanding of testing methodologies, you are an ideal fit for this project. Previous experience with intrusion detection systems would be highly advantageous. The ultimate goal is to evaluate and potentially enhance the efficiency of my model. Also after you finish i need you to test false positive rate and true negative. I will provide code if you are not fa...
Proposal for GCC Tax Laws GPT Development Introduction We aim to revolutionize how businesses handle compliance with GCC tax laws—introducing GCC TAX LAWS GPT, a groundbreaking AI-powered tool designed to streamline GCC Tax Laws processes and save you time and money. We are looking for an eligible and experienced programmer to develop and implement the AI and GPT platforms. The developer must understand AI requirements and develop AI functionalities in GCC tax laws. The Challenge GCC Tax Laws and regulations can be complex and ever-changing. Manually navigating these complexities can be time-consuming, prone to errors, and lead to costly penalties. The term GCC stands for Gulf Country Council, which brings six Gulf nations together, i.e., Bahrain, ...
...able to provide examples of past projects using these technologies. With their comprehensive understanding of Django and front-end technologies, the ideal candidate will deliver quality and maintainable code, and provide insightful recommendations for improving the performance and usability of the website. Previous experience in machine learning is beneficial, though not an overarching requirement. What is the work: We have a college project named crop Recommendation System using ML. Which make prediction of which crop farmers can grow as per soil and as per prices of various crops in current market. We have collected required dataset and coded ML code. We getting problem to connect this ML code to frontend to show prediction output on site we have ...
...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 suggest suitable metrics and help with their improvement as per the model's requirements. I look forward to working with someone who...
I'm launching a project to clean and organize a medium-sized dataset of mixed data which ranges from 1,000 to 10,000 entries. This project requires the following: - An understanding and hands-on experience with data cleaning - Expertise in data analysis and organization - Ability to handle mixed data i.e., both quantitative and qualitative data - Strong attention to detail in order to accurately identify and rectify erroneous or irrelevant data Candidates with previous experience in similar projects will be preferred.
...and should offer zoom in/out functionality. The second page will be used for adding new pins to the map dataset. Here's what I'm looking for in each page: - **Mapbox Page** - Implement zoom in/out functionality. - **Add New Pins Page** - Allow users to add new pins by typing the beginning of an address, which will then be automatically found using the Mapbox Geocoding API. - Display an overlay with basic info about the new pin. Ideal Skills & Experience: - Proficiency in PHP, JS, and Bootstrap - Prior experience with Mapbox and its Geocoding API - Strong understanding of UI/UX principles for web applications - Ability to create seamless user experiences - Attention to detail and ability to follow specifications accurately. ...
Lütfen detayları görmek için Kaydolun ya da Giriş Yapın.
...thoroughly clean, preprocess, and visualize a dataset sourced from CSV files. The chosen candidate: - Should first start with cleaning and preprocessing the data to create a reliable foundation for analysis. - Should then interpret and present that same data through meaningful visuals to explore its intricate properties and characteristics. - Should additionally facilitate statistical analysis to derive patterns and trends otherwise invisible to the naked eye. The hoped-for end-product of this project is not just predictive analytics but insight and data-driven recommendations that will inform future decision-making. Proficient use of Python or R for these tasks is essential, as is familiarity with data cleaning and visualization libraries and tools....
We are currently seeking a Machine Learning specialist, specifically with expertise in facial feature extraction, classification, etc. Basically, we hav...are currently seeking a Machine Learning specialist, specifically with expertise in facial feature extraction, classification, etc. Basically, we have some clusters of human dataset (it's still in progress) including actors (actresses), sportsman, scientists, businessmen, and educators. We'd like to build a model to output the appropriate career according to the input image. If you read this, please include a word "talent" in your proposal so that I can filter some unreasonable bids. Although we have one specific task, the project's scope may expand based on the freelancer's input...
For my college assignment, I require assistance for both data analysis and geographic mapping through ArcGIS. Key project tasks include: - Conducting data analysis to reveal any underlying patterns within the dataset provided. - Generating a comprehensive geographic map based on the data analysis results. Ideal freelancer should have: - Solid expertise in ArcGIS - Experience in data analysis and geographic mapping - Excellent understanding of spatial modeling Notably, please observe that this project is an educational assignment thus necessitates dedication and precision.
Lütfen detayları görmek için Kaydolun ya da Giriş Yapın.
...in Power BI visualization design to work with me on my project. I have a dataset focused on operational metrics and need professional assistance in turning this data into comprehensive charts and graphs. The scope of work includes: • Developing Key Performance Indicator (KPI) visuals • Integrating data into visually engaging charts and graphs The ideal candidate will have: • In-depth experience with Power BI report development and visualization design • Proven background in representing operational metrics data through graphs and charts • Strong understanding of data modeling and report optimization • Excellent attention to detail and accuracy in representation of data. Overall, my aim is to represent my operational metrics ...
...programmer with a focus on OCR and deep learning, I'm looking for a savvy Python developer who can help develop an OCR Model using machine learning or deep learning. The model will be used specifically for complex math equations. The details are as follows: - Dataset: Unfortunately, I currently do not have a dataset available. This will need to be sourced or created, so previous experience in this area would be highly beneficial. - Accuracy Level: The intended target for accuracy is a moderate level, between 80-95%. A capability to improve this rate in the future would be seen as a significant plus. My ideal candidate will have experience with: - OCR and ML/DL model development - Sourcing or creating datasets - Achieving optimal accuracy levels fo...
I require an experienced data cleaning specialist who can proficiently handle Excel spreadsheets. My project involves tidying up datasets related to customer, product, and financial data, though different types of data might need to be scrubbed too. This data cleansing task involves a lower volume dataset of less than 1,000 records. Key tasks include: - Identifying and correcting any inaccuracies. - Identifying and handling missing data. - Assuring the consistency of datasets. The ideal freelancer should have strong skills in spreadsheet management, a keen attention to detail, exceptional data analysis abilities, and a solid understanding of customer, product, and financial data. Experience in Excel and a proven track record in data cleansing are a must.
I'm in need of an experienced web de...Ensure smooth user experience across various devices and browsers As the primary goal is to design a web application for education purposes, the developer would ideally have prior experience in related projects. The candidate should clearly demonstrate an understanding of both frontend and backend development, as well as the ability to work independently and meet strict deadlines. A portfolio of similar work would be a plus point. We have our college project name crop Recommendation System using ML. We have collected required dataset for machine learning and and it is running to predict crop to farmers we are getting problem to connect our ML code to display output on side and we have to m...
I'm seeking a digital signal processing expert who can help me with filtering and enhancing biomedical signals. Ideal Skills: - Strong grasp of digital signal processing principles - Experience with Python, and specifically in the context of signal processing - Prior...seeking a digital signal processing expert who can help me with filtering and enhancing biomedical signals. Ideal Skills: - Strong grasp of digital signal processing principles - Experience with Python, and specifically in the context of signal processing - Prior work with biomedical signals is a significant advantage Your tasks would include: only add an SNR or MSE to the result for 4 filters i already do it ecg signal dataset Please share your experience and approach towards similar projects in you...
...an expert in Python to assist with implementing a GAN model for my small dataset, under 1,000 samples. The project involves three key components: - Data Preparation: You will be responsible for the initial preparation and cleaning of the dataset. This includes handling missing values, outliers, and ensuring the data is in a suitable format for the model. - Model Training: You will need to develop and train the Generative Adversarial Network (GAN) model using Python. The training process should be well-optimized for a small dataset to ensure the best possible results. - Model Evaluation: Following the training process, you will evaluate the GAN model's performance. This involves assessing metrics such as accuracy, precision, and recall. ...
I have a college assignment where I need to perform a data analysis task using Python. I have a specific dataset that I will provide. Key requirements: - Data Analysis: The task involves in-depth data analysis - not just basic statistical analysis but also some intermediate data processing and visualization. - Python Proficiency: You must be skilled in Python for this project. Experience in using Python for data analysis is a definite plus. - Dataset: I will provide the dataset which you will be working with, so you should be comfortable working with provided data. this is the question : In this question, you will use the dataset made available to the public by: S. Moro, R. Laureano and P. Cortez. Using Data Mining for Bank Direct Marketin...
I'm in need of assistance with custom coding for my Houzez theme website. The objective is to create a dedicated page that performs the following tasks: • Displays data related to property sales, specifically showing the selling price in conjunction with key property details. The data to be displayed should include not only the sold price, but also the property's size, location, and type. • Effectively retrieves information from my preset dataset and correlates it with specific properties based on the property's address. This project is well-suited to a freelancer with extensive experience in web development, specifically with experience working on custom coding within the Houzez theme and dealing with real estate-related dat...
I am in need of a proficient freelancer with expertise in data cleaning and data analytics to handle an upcoming project involving Excel. Specifically, the tasks will involve: - Removing duplicate entries, - Correcting inaccuracies in data as needed, - Formatting data to enhance its visual interpretation. The next part of the project involves data analysis, where the focus is on: - Creating data visualizations, particularly concerning the sales trends in our dataset. A background in Excel-based data correction and visualization is essential. Ideally, you've had previous exposure to sales data and are capable of understanding and predicting trends. Your bid should reflect your ability to accurately complete these tasks in a timely fashion.
...building/fine-tunning Openai Whisper model for audio transcription. To be specific, we are interested in either building or fine tunning models for special dialects. Please provide a clear milestone that illustraate the work procedure. - The purpose of this project is to have full knowledge about building/fune-tunning Openai Whisper models. - The freelancer should be capable of answering and clarifying all the questions/concerns related to selected choice (model details such as number of layers and other model parameters). - The freelancer should be capable of justifying the reasons behind the selection between fine-tunnnig or building a model from scratch based on the required task (audio transcription). - Define all the requirements needed for dataset p...
