Intermediate Data Scientist Needed

Hi , I'm sure that I can do this job. I'm artificial intelligence engineer experienced in Data Science/Processing/Mining, Machine/Deep Learning, Feature Engineering, Numerical Optimization, Model Tuning. I have accomplished many projects like yours, Also I will arrange with you to have a session to provide full illustration for you. Feel free to contact me for further details because I am looking forward working with you. Thanks

I am a proficient Data Scientist with expertise in Python and Jupyter Notebook. I have extensive experience in handling datasets, including managing the Mushroom dataset. My skills include imputing missing values using KNeighborsClassifier, one-hot encoding features, and label encoding responses. I am adept at training and evaluating KNN, RandomForest, and LogisticRegression models, and applying PCA for dimensionality reduction. I excel at providing clear, detailed explanations and justifications for each step in the process.

I am skilled in Python and Jupyter Notebook, ensuring clear and well-documented code with detailed explanations for easy understanding. My expertise in data manipulation includes importing and managing the Mushroom dataset, handling missing values using custom code with KNeighborsClassifier for imputation, and performing one-hot encoding for features and label encoding for responses. I have a strong background in machine learning, including training KNN models for imputation and understanding the importance of not one-hot encoding response data for this purpose. Additionally, I am proficient in training RandomForestClassifier and LogisticRegression models, using default hyperparameters and measuring training time. I excel in model evaluation, computing, and interpreting accuracy, precision, and recall scores by splitting data into training and test sets. My knowledge extends to dimensionality reduction, utilizing PCA to retain 95% variance, thus enhancing dataset reduction and analysis.

Hi there I have extensive experience in Python and Jupyter Notebook, ensuring that my code is well-documented and easy to follow. I am skilled in data manipulation, including handling missing values using custom code with KNeighborsClassifier for imputation, as well as implementing one-hot encoding and label encoding. In terms of machine learning, I am proficient in training KNN, RandomForestClassifier, and LogisticRegression models. I understand the importance of not one-hot encoding response data for certain models and can measure training time effectively. I have the ability to evaluate models using accuracy, precision, and recall scores, and I am adept at splitting data into training and test sets. Additionally, I have experience with dimensionality reduction techniques such as PCA to retain variance and compare model performance on reduced datasets. Throughout the project, I will provide clear and detailed explanations for each step, including any deviations from the outlined procedure. I will also discuss the impact of dimensionality reduction and the reasons behind not one-hot encoding response data for certain models. I can provide links to similar works from my portfolio. Please go through my profile its 15 years old see the work I did over the years. ---> No Win No Fee means that your satisfaction is my utmost priority. <---- Lets discuss the job details. Moreover, I am willing to start the job and perform tasks without even being hired; it is just to show my commitment to this project. Looking forward to hear from you. Regards Shah

Hi Sir, This is my necessary bid.I have 5 years of experience in python, jupyter notebook,data processing,data analysis. Let's connect

Experienced in data engineerung and machine learning, can work as per requirements and explain the same

I got you! An Experienced Python and Jupyter Notebook expert ready to handle data manipulation, machine learning, model evaluation, and dimensionality reduction tasks. I can ensure clear and well-documented code, handle dataset manipulation including missing values using custom code, train various machine learning models, evaluate model performance, and apply dimensionality reduction techniques like PCA effectively. Let our skills speak for you in delivering a successful project outcome. Why Choose My Service? 1. Daily standups & updates:Keep track of progress with regular scrum meetings 2. Effective project management using Jira 3. Agile methodology for fast, high-quality production.

As an experienced Python developer, your project is perfectly aligned with my skill set. In addition to my wide-ranging skills on data manipulation, machine learning, and dimensionality reduction, I've dedicated substantial time to mastering Python's power and utilize libraries such as Pandas and NumPy. Consequently, data management which includes importing and cleaning datasets - a necessary facet mentioned in your project - is an everyday task that I can handle with efficiency. It comes as second nature to me to tackle any possible missing values by writing custom code using KNeighborsClassifier for imputation, along with implementing one-hot encoding features and label encoding responses. Finally, my experience in applying PCA for dimensionality reduction translates to strong expertise that can add real value to your project. I've always prioritized comprehensive documentation and detailed explanations of each step, which is crucial for a project such as this where clarity is required at every level of manipulation. Thus, when you work with me for this project, you're not only hiring someone who meets deadlines but also someone who values clear communication extensively so that the project doesn't just get done but exceeds expectations at every stage

I am an expert statistician, Research Writer, and data analyst with more than five years of experience. I have full command of Excel analysis, SPSS, STATA, R LANGUAGE, AND PYTHON. I am an expert in creating time series prediction models, working with survey data, conducting marketing analysis, building estimators, and medical analysis. I am a perfect match for your project share other details of the work so I can start working on your project. Will complete task on time.

Hello there, I have thoroughly reviewed the requirements for the project and have outlined a detailed project plan to ensure successful completion. This includes proficient use of Python and Jupyter Notebook for clear code documentation, expertise in data manipulation with the Mushroom dataset, training various machine learning models such as KNN, RandomForestClassifier, and LogisticRegression, and evaluating model performance using accuracy, precision, and recall scores. Additionally, I will apply PCA for dimensionality reduction and provide comprehensive explanations for each step taken. I invite you to review my portfolio: https://www.freelancer.ca/u/DGM999 Please feel free to initiate a chat to discuss further details and how we can proceed with this project. Sincerely, Saadat Saeed

With extensive professional experience as a Data Scientist and programmer, I have the precise skills set required for this project. I am fully confident in my ability to optimize Python code, precisely document each step of my process, and make it accessible to anyone. Drawing on my Data Analyst background, I excel in data manipulation using libraries such as Pandas and NumPy. As per your specifications, I'm comfortable with custom coding using KNeighborsClassifier for imputation, as well as proficient in one-hot encoding features and label encoding responses. Moreover, when it comes to machine learning, training KNN models for imputation,and RandomForestClassifier and LogisticRegression models are within my wheelhouse. I stick closely to your outlined procedures but can also thoughtfully deviate when necessary - with full explanations- from the norm to yield more efficient results. My adeptness with Scikit-learn for building and deploying machine learning models combined with proficiency in measuring performance through various metrics favoured in your requirement will ensure an impeccable model evaluation.

As a professional with a unique blend of skills in Machine Learning (ML), I strongly believe that I am an ideal fit for your project demanding Python and Jupyter Notebook expertise. With over 15 years of experience building MatLab and python applications for numerical analysis and statistical modeling, you can trust me to write clean, well-documented code essential for your project. As an added advantage, having the ability to create clear and detailed explanations is one of my key proficiencies necessary for handling complex technical tasks. Handling datasets undoubtedly requires deep knowledge, which I have in abundance. Over the years, I have consistently managed vast amounts of data, just as you require- dealing with missing values by writing custom code and applying techniques like KNeighborsClassifier for imputation. An important feature you are seeking is the skill in accurately evaluating model performance. This is something that I am very comfortable with. I'm adept at measuring accuracy, precision, and recall scores to correctly evaluate models - skills which are integral for your project's success. My strong background in supervised and unsupervised learning will prove crucial in understanding why response data should not be one-hot encoded for certain models - providing intelligent insights into dimensionality reduction using PCA as well. I am enthusiastic about adding value to your team and look forward to the opportunity of putting my skills to great use!

Hi Dear. I will take this project very seriously. With extensive experience in Data Processing, Python and Machine Learning (ML), I understand exactly what you want and am confident that I can handle this project perfectly. I guarantee my clients the highest quality, accurate schedules, and strong problem-solving skills. I look forward to holding hands and creating a wonderful journey. Let's connect! Cheers!

Hello there! After reviewing the details of your project, I believe my skill set makes me an excellent fit. I have experience working on similar project - Intermediate Data Scientist Needed, which I'm confident will be valuable as I contribute to your efforts. I'm available to start immediately and would welcome the opportunity to discuss the project specifics with you. Please let me know if you have any questions or need any additional information from me. I look forward to the chance to work with you on this project. Best regards, Elvis Miladinovic

Hi, dear! I have checked your description carefully. ❇️❇️I will show my works to demonstrate my skills❇️❇️ I have many experiences in Python, Data Science, Machine learning, Deep learning, Computer Vision, Tensorflow, Data Visualization. - KNN -SVM - Linear Regression -Dimensionality Reduction ... ... ... I can provide good result in time and I can start your project now. I want to discuss more detail with you. Regards.

Hello I am excited to express my strong interest in your project. With my extensive confidence and expertise in Python, Machine Learning (ML) and Data Processing, I am certain that I can provide you with exceptional services and high-quality work. I have perfectly completed similar project so far. I am ready to start working on your project immediately. I would love to discuss your project in more detail to ensure we are perfectly aligned with your vision and goals. Sincerely,

As a highly skilled and versatile software developer, I bring extensive experience in Java, WebDAV, hacking, HTML5, coding, MySQL, and Python. My deep understanding of these technologies, coupled with my problem-solving abilities and passion for innovation, allows me to deliver robust, secure, and efficient solutions tailored to meet diverse business needs. Key Skills: Java Development: Proficient in Java programming with a strong command over object-oriented design and development. Experienced in building scalable, high-performance applications and web services using Java frameworks such as Spring and Hibernate. Skilled in writing clean, maintainable code and implementing best practices for software development. WebDAV Expertise: In-depth knowledge of Web-based Distributed Authoring and Versioning (WebDAV) protocols. Expertise in implementing WebDAV servers and clients, enabling seamless remote file management and collaboration. Proficient in integrating WebDAV with various systems, enhancing data accessibility and synchronization. Ethical Hacking and Cybersecurity:

As a qualified freelance data scientist, I've amassed substantial experience over the years in the precise areas you require for your mushroom dataset project. My mastery of Python and Jupyter Notebook means that I can deliver codes that are not only functional but also well-documented and easily understandable. I understand that the process should be accessible to anyone, and I'm adept at giving comprehensive overviews of my approach along with step-by-step explanations. In terms of data manipulation, I have a wealth of experience dealing with datasets, including practical approaches to missing value imputation. My deep understanding of KNeighborsClassifier and other relevant techniques will enable me to create custom code that is efficient and effective for your particular dataset's needs. Additionally, my familiarity with one-hot encoding and label encoding as well as their appropriate use guarantees a fit-for-purpose dataset handling. Lastly, you can count on my ability to comprehend sophisticated concepts like principal component analysis (PCA) and use them effectively where needed. Furthermore, my love for properly documenting processes aligns flawlessly with your need for detailed explanations. My dedication will ensure any deviations from the outline receive a justified rationale as requested. In hiring me, you're bringing on a reliable team player who'll apply my considerable expertise to deliver satisfying results efficiently.

As an experienced data scientist and programmer, I believe I am the ideal candidate for your project. Over the years, I have sharpened my skills in Python, which plays an integral role in your desired data manipulation and model evaluation tasks. My exposure to machine learning models, particularly KNN, RandomForestClassifier, and LogisticRegression - which of course should never one-hot encode response data - will give you no doubts whatsoever in trusting me with your project. Importantly, I can measure and interpret metrics such as accuracy, precision, and recall scores for comprehensive Model Evaluation. . Supplying detailed explanations of each step won't be an issue as I've got the necessary documentation skills. The fact that I've completed over 100 projects gives me confidence in providing you with the best results well within time. With my proficiency in Shopify alongside Python, trust that you'll get not just effective programming solutions but also a streamlined functioning system at the end of it all. When you choose me for your Intermediate Data Scientific project, you're not only getting a capable professional but also someone keen on open communication and ensuring every member of the team is on board with the progress of the project.

I have worked on several machine learning as well as deep learning algorithms and I have in-depth knowledge about how to handle noise and any other discrepancies in the dataset. Moreover, I have experience in working with machine learning algorithms in Python as well as in R.