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machine learning -- 3

₹75000-150000 INR

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Publié il y a environ 2 mois

₹75000-150000 INR

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Building a Machine Learning Model for Game Here's a step-by-step guide to building a machine-learning model for the game, including code examples and resource recommendations: Step 1: Data Collection and Preprocessing Collect Hashes: Gather as many hashes as possible from the game. Consider recording the steps taken within the game to generate each hash. Analyze Hash Format: Determine the format of the hashes (e.g., length, character types, presence of delimiters). This helps choose appropriate algorithms for processing and analysis. Clean and Preprocess Data: Clean the data by removing duplicates, handling missing values, and ensuring consistent format. Standardize the data if necessary. Step 2: Model Selection and Architecture Design Choose Machine Learning Algorithm: Based on the data format and desired outcome, select a suitable algorithm. Consider RNNs, LSTMs, or CNNs for their ability to handle sequential or structured data. Define Model Architecture: Design the neural network architecture with layers, activation functions, and connections. You can use libraries like TensorFlow or PyTorch to build the model. Hyperparameter Tuning: Experiment with different hyperparameters (learning rates, epochs, hidden layer sizes) to optimize the model's performance. Step 3: Implementation and Training Develop Training Script: Write the code to train the model on your collected data. The script should include data loading, model definition, loss function definition, optimizer selection, and training loop. Train the Model: Run the training script and monitor the model's performance metrics like accuracy, loss, and validation error. Adjust hyperparameters and model architecture based on results. Evaluate Performance: Evaluate the model's performance on a separate testing set to assess itsgeneralizability and effectiveness in cracking unseen hashes. Step 4: Prediction and Refinement Predict Input Values: Use the trained model to predict the input values that generated the provided hashes. Analyze the predicted values and compare them with the actual game mechanics. Refine Model: Based on the prediction results and further game knowledge, refine the model architecture, training data, or hyperparameters to improve its accuracy and generalization. Iterate and Collaborate: Continuously iterate the model development process, including data collection, algorithm selection, and parameter tuning. Collaborate with other players and ML experts to share knowledge, data, and insights.
N° de projet : 37809612

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11 propositions
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Actif à il y a 15 jours

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11 freelances proposent en moyenne ₹136 409 INR pour ce travail
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I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
₹112 500 INR en 7 jours
4,9 (96 commentaires)
7,3
7,3
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Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio. I have read your project description and I can help you (without any plagiarism). Please send me the details of your project. Thanks for attention 100% Jobs Completed, 100% On Budget, 100% On Time ⭐⭐⭐⭐⭐ 5-star reviews
₹142 500 INR en 7 jours
5,0 (24 commentaires)
6,8
6,8
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Hello. I hope you are doing well. I am a PYTHON expert and have years of experiences in ML & DL, Computer Vision & Image Processing. I can provide you the perfect result on time. Please contact me so that we can discuss about the details of the project. Thank you for your time
₹75 500 INR en 1 jour
4,9 (20 commentaires)
4,5
4,5
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Note I am the only one here with SCI and FT-50 journal papers and Google AI foobar achievements. This makes me the only one with the ability to design an AU that can play. I will give you the best solution ( you forget to mention reinforcement learning algorithms RL that has defeated a human. For the project of Building a Machine Learning Model for Game, my expertise sets me apart from the rest. Having conquered Google Foobar's AI challenges, I've demonstrated my capability in designing an AI that can play and apply algorithms proficiently. Here, you also mentioned the importance of Hyperparameter Tuning to optimize the model's performance. This is where my experience shines having mastered over 100 languages, I acquainted myself with various libraries like TensorFlow and PyTorch. On a personal note, I see projects such as these as opportunities to create impactful AI solutions that make a real difference. This aligns perfectly with your project requirements. I value close collaboration, honesty, and trust in all my professional relationships and will foster the same ethos in our work. Given our shared dedication to excellence, I believe that I can offer you not just an impressive CV but an invested partner in realizing your vision through innovative AI solutions. Let's connect and unleash the transformative power of AI together!
₹150 000 INR en 25 jours
5,0 (16 commentaires)
4,5
4,5
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I have read the description. I have some questions regarding the requirements but it can be done as you wanted. Please connect so that we can discuss further.
₹112 500 INR en 7 jours
5,0 (6 commentaires)
2,6
2,6
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I'm thrilled about the chance to contribute to your game's machine learning model. With expertise in data science and machine learning, I'll focus on collecting relevant hashes, ensuring data cleanliness for model training. I'll choose the best algorithm, craft a robust model architecture, and develop a comprehensive training script. Rigorous training and evaluation will fine-tune the model. In the prediction phase, I'll use the trained model to decipher input values from hashes, refining the model based on predictions and game insights. I'm committed to an iterative approach, aiming for continuous refinement and collaboration. I'm excited to be part of this journey!
₹100 000 INR en 7 jours
5,0 (4 commentaires)
2,3
2,3
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⭐ Hi, My availability is immediate. I read your project post on ML/Python Developer. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization - Web App Development, Data Science, Web/API Scrapping, Machine Learning, AI - API Development, Authentication, Authorization - SQlAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, Digital Ocean, GoDaddy, Web Hosting - ML Algorithms: linear regression, logistic regression, decision trees, random forests, neural networks, etc - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
₹95 000 INR en 30 jours
4,7 (2 commentaires)
2,2
2,2
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☛Full Experiences in ML and Deep Learning with Python Programming. ⚡️I am very confident to complete your project perfectly. Since I am new here, then my job review is not sufficient, but you don’t need to worry! ⚡️I can guarantee the quality of the job and deliver the result on time. I hope we will discuss in more detail via chat. Best regards!
₹75 000 INR en 7 jours
0,0 (0 commentaires)
0,0
0,0
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As an experienced Full-Stack Developer with deep knowledge in AI systems, machine learning (ML), and algorithm development, I believe I am the best fit for your project on building a machine learning model for the game. My involvement in several ML projects including object detection tracking, image processing, text data classification and processing, and time series forecasting makes me proficient in the skills you need. My proficiency extends to a range of software including Python, Matlab, C++, and C#, giving me a good understanding of different tools which have proven critical in model selection, architecture design, and implementation. Through my accurate data cleaning techniques and ability to tune hyperparameters effectively, I am equipped with handling large datasets while optimizing model performance. I am aware that continuous iteration and collaboration are important for successful ML projects. Hence, I commit to not only leveraging my experience but also working hand-in-hand with you throughout the project to refine the model based on your knowledge of the game mechanics. With me on your project, expect quality work delivered on time.
₹150 000 INR en 7 jours
0,0 (0 commentaires)
0,0
0,0
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• As a Data Scientist, I can able to create complete CICD pipelines for end to end project. • Having a strong knowledge in Data Collection, EDA, Data Visualization, Feature Engineering, Model Training, Model Evaluation, Model Deployment in cloud, Story Telling, Building and Deploying Pipelines. • Having a good knowledge of end-to-end projects, Statistics, and move to production.
₹75 000 INR en 7 jours
0,0 (0 commentaires)
0,0
0,0

À propos du client

Drapeau de INDIA
New Delhi, India
0,0
0
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Membre depuis déc. 12, 2023

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