Bimbingan Dasar Pembuatan Model Machine Learning

@softsolution2000

I have extensive experience in teaching and mentoring individuals in building machine learning models from scratch. My teaching method involves providing a brief explanation of core ML concepts, hands-on data preparation using Python and libraries like pandas and scikit-learn, guidance on selecting the right algorithms, training models, and interpreting performance metrics. I also incorporate small tasks in each session to ensure understanding and conclude with a mini project for practical application. I offer flexible meeting formats such as online calls, screen-sharing, or video recordings for interactive sessions. I will provide relevant files including notebooks, slides, and reading references. Looking forward to sharing my expertise with you! See the above links please. 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

@Aaleen110

I understand you need personalized guidance to build your own machine learning models from scratch, focusing directly on the ML workflow given your existing Python programming skills. I've previously helped a client go from raw data to a deployed classification model in under two weeks, achieving a 92% accuracy rate. My approach will involve structured sessions covering core ML concepts like dataset splitting and evaluation metrics. We'll dive into practical data preparation using Python, pandas, and scikit-learn, followed by hands-on model selection, training, and performance metric interpretation. Each session will include a small, actionable task to solidify learning, culminating in a functional model tailored to your project. What specific type of machine learning problem are you aiming to solve with your first model? Ready to start as soon as you confirm scope.

@codefusion53

Hi, terima kasih atas rincian proyeknya. Saya Justin, fasilitator pembelajaran machine learning dengan fokus praktik mandiri. Program pendampingan ini dirancang untuk membangun model ML dari nol, mulai dari alur kerja inti hingga bisa menjalankan model sederhana sendiri, tanpa mengulang logika pemrograman umum. Ruang lingkup mencakup: konsep inti ML (dataset, training, testing, evaluasi); praktik persiapan data dengan Python, pandas, dan scikit-learn; panduan memilih algoritma, melatih model, dan membaca metrik performa; tugas kecil tiap sesi; serta proyek mini di akhir yang bisa dijalankan dan dimodifikasi. Format pertemuan fleksibel: online call, screen-sharing, atau rekaman video, tetap interaktif sehingga Anda bisa bertanya saat praktik. Saya juga menyiapkan notebook, slide, dan referensi bacaan relevan. Metode pengajaran saya menggabungkan demonstrasi singkat, latihan langsung, dan umpan balik berkala. Contoh proyek yang pernah dibimbing meliputi klasifikasi tabular sederhana dan regresi dengan evaluasi cross-validation. Durasi program bisa disesuaikan, misalnya enam sesi 90 menit, total biaya kisaran 150–230 USD, tergantung frekuensi dan materi. Jika Anda menginginkan, saya bisa buatkan rencana sesi, contoh proyek, serta daftar bacaan dan sumber daya. Saya siap membantu Anda membangun kemampuan praktis ML secara bertahap dan mandiri. Best, Justin

@Vsion2

Welcome to professional Python development services! Hi there, I'm Alema, a Python expert programmer who strives for clear code in atmospheric, numerical weather prediction, physics, and all other seminal fields. I'm ready to provide you with high-quality services. I have completed 350+ projects with a 100% Positive Rating. If you are looking for Quality work, look no further. Tech stack: Python, FastAPI, Django PostgreSQL, SQLAlchemy React, JavaScript, TypeScript Docker, Docker Compose CI/CD (GitHub Actions, GitLab CI) AWS (EC2, S3, Lambda, ECS), DigitalOcean, Heroku NGINX, Caddy If you're looking for a reliable Python backend developer to help with your project, feel free to reach out. Your faithfully. Eng. Alema Akter

@mahrusnetworking

Halo — saya bisa bantu pendampingan privat ML dari nol sampai Anda mandiri. Karena dasar pemrograman sudah dikuasai, kita langsung fokus alur ML: konsep inti (dataset, training/testing, evaluasi), praktik menyiapkan data dengan Python (pandas, scikit-learn), memilih algoritma yang tepat, melatih model, dan membaca metrik performa. Tiap sesi interaktif (call + screen-share), ada tugas kecil untuk memastikan paham, dan ditutup mini-project: model sederhana yang bisa Anda jalankan & modifikasi sendiri. Saya sertakan notebook, slide, serta referensi bacaan. Metode saya hands-on, banyak praktik langsung. Rating 5.0 dari 40 proyek. Pertanyaan: target durasi program (mis. 4–6 sesi) dan jenis data yang ingin Anda pakai untuk latihan? Siap mulai kapan saja. — Mahrus

@Ritesh11gupta

Building a machine learning model from scratch sounds exciting! I can guide you step by step using Python and data processing techniques. What specific area do you need the most help with to get started?

@mubashir021

Halo, saya melihat Anda ingin membangun model machine learning dari nol dan itu adalah tantangan yang menarik yang saya dapat bantu. Saya adalah Mubashir, seorang Full-Stack Developer dengan 6+ tahun pengalaman dalam Machine Learning dan Data Processing. Saya memahami bahwa Anda ingin fokus pada alur kerja machine learning tanpa mengulang dasar pemrograman, dan saya siap memberikan pendampingan yang interaktif dan mendalam. 1. Pertama, saya akan menjelaskan konsep inti machine learning seperti dataset, training, dan evaluasi dengan cara yang mudah dipahami. 2. Kemudian, kita akan praktik menyiapkan data menggunakan Python dan pustaka seperti pandas dan scikit-learn, sehingga Anda dapat langsung terlibat dalam prosesnya. 3. Setelah itu, saya akan membantu Anda memilih algoritma yang tepat dan melatih model, sambil membimbing Anda untuk membaca metrik performa yang relevan. 4. Saya juga akan memberikan tugas kecil di setiap sesi untuk memastikan pemahaman Anda dan menyiapkan proyek mini di akhir untuk model yang bisa Anda jalankan dan modifikasi sendiri. Saya akan memberikan proposal dan roadmap secara GRATIS, sehingga Anda dapat menggunakan dokumen tersebut sebagai referensi meskipun Anda memilih freelancer lain. Ini menghilangkan risiko bagi Anda. >>> My Work: https://www.freelancer.com/u/mubashir021 <<< Silakan kirim pesan jika Anda ingin mendiskusikan lebih lanjut. Mubashir

@ziedb4

Hello, ​I read your project description carefully, and I would love to be your personal mentor to guide you into the world of Machine Learning. Since you already understand programming logic, we will skip the basics and dive straight into the ML workflow, saving your time and keeping the focus highly practical. ​Here is how I plan to structure our mentorship to match your exact goals: ​1. Tailored Learning Roadmap (Step-by-Step) ​Core ML Concepts: A clear, concise breakdown of datasets, training, testing, and evaluation metrics (Accuracy, Precision, Recall, etc.). ​Hands-on Data Prep: Real practice preparing and cleaning data using Python, Pandas, and Scikit-Learn. ​Algorithm Selection & Training: Guidance on how to choose the right model for your data, train it, and interpret the performance. ​Continuous Validation: Small, practical tasks at the end of each session to ensure you fully grasp the concepts. ​The Capstone Mini-Project: Together, we will build a complete, clean model that you can run, modify, and expand on your own.

@ArasakaSystems

Hello! I have successfully guided clients in building machine learning models from scratch, with a focus on practical application. I understand the importance of clean, professional, and integrated solutions. I'm intrigued by your project scope, particularly the emphasis on selecting the right algorithm, training models effectively, and achieving high-performing metrics. Do you have any more information you can send me, then I can set up a proposal for you? With expertise in Python, pandas, scikit-learn, and a track record of simplifying complex ML concepts, I can tailor a personalized learning journey for you. If you'd like I can outline the fastest structure to get this live without overspending early. It would be a pleasure to be of assistance.

@rakhshanz3

With almost 20 years of experience under my belt and a passion for teaching, I am confident that I can guide you towards becoming proficient in machine learning. Throughout my professional journey, I have not only built diverse AI solutions but also effectively communicated complex concepts to students and teams alike. Your goal of understanding the workflow of machine learning without covering basic programming logic aligns perfectly with my training style. I plan to begin by providing you with a concise explanation of core ML concepts: datasets, training, testing, and evaluation. Moving forward, we will delve into data preparation using Python libraries such as Pandas and Scikit-learn. Together, we will select appropriate algorithms, train models, evaluate performance metrics and engage in small tasks at every session to ensure your understanding is on point. To gauge your progress, I propose ending our program with a mini-project where you build a functioning model that can be modified independently - an accomplishment that I guarantee will empower you enormously. I am flexible with the meeting format and will make sessions interactive to allow for query resolution as we practice together. Moreover, you can count on me to provide relevant notebooks, slides, reference materials, and even recorded video sessions for future use. Let's embark on this enablement journey together!

@jvy7802

Hi, this is Jorge from IT GLOBAL SOLUTION LLC, based in FL, United States. I’ve worked on data analysis and Python-based machine learning projects similar to what you’re building—structured guidance to turn raw data into a trained, evaluated, reproducible ML model using Pandas and practical data processing. Your idea is clear and a great fit for hands-on learning. My approach is to set up a clean Python workflow (Jupyter/Colab optional) with Pandas for data ingestion and cleaning, Excel/Pandas import for datasets you already have, and scikit-learn-style training patterns so the logic is easy to follow and extend. I’ll help you design the data pipeline end-to-end: load and profile the data, handle missing values and outliers, encode categorical features, scale where appropriate, then split data consistently for training/validation/testing. For model creation, we’ll start with a baseline algorithm that matches your target (regression or classification), build training code with clear feature/label definitions, and add evaluation metrics and error analysis so you understand what the model is doing—not just the output. If you share your dataset, we’ll align preprocessing to your business goal in Big Data Sales (e.g., forecasting, lead scoring, or churn-style classification) and keep everything modular with a reproducible notebook and saved artifacts. I focus on clean, maintainable code with Git integration and documentation so you can improve the model long-term.

@KurtSiebritz

LET'S MAKE SURE YOU ONLY BUILD THIS ONCE. Building a machine learning model from scratch can be daunting. I understand your need for personalized guidance to streamline the process efficiently. My approach involves concise explanations of ML core concepts, hands-on data preparation using Python libraries, algorithm selection guidance, and practical exercises to reinforce learning. The sessions will culminate in a mini-project for practical application. With a 5-star rating, I prioritize strong communication and fast response times, fostering long-term relationships. My teaching method focuses on interactive sessions tailored to your pace, with comprehensive materials provided for reference. How would you envision our collaboration? Let's discuss your goals, preferred learning style, and expected program duration. Your journey to mastering machine learning starts with a single message. Best, Kurt

@jabulanix

We've just completed a similar project. We recently helped someone achieve a similar objective and outcome. Explain how we can help you achieve your goal with a professional and reliable solution. I have completed many projects outside Freelancer.com and am currently offering discounted rates to build my reputation here. Payment is only required if the final work meets the agreed scope and requirements. I'd love to chat about your project! The worst that can happen is you walk away with a free consultation. Regards, Jabu.