Machine Learning: Skill test for neural network & transformers. News classification.

I can help you in classification. I have 2 years experience in machine learning and NLP. Waiting for your good response

Hi there, I read the requirements and yes I can do this with all three required models. I will do all with state of the art techniuques. I will do the followings in addition as you want. - Dataset analysis - Dataset visualizations graphs and plots - Dataset cleaning with NLTK and written functions - Dataset preparation - Features extraction with different techniques - Features selection with different techniques - Preparing features for training and testing - Training and testing with required models - I will get the accuracy 90%+ with different techniques of data cleaning, data preparation, features extraction, features selection. - Evaluation measures F1, precision, and recall to evaluate the performance of each algorithm - Confusion matrix for each algorithm with plots - ROC curve for evaluation of results plots

Hi, Thanks for your job posting in advance. As I read your description, I see this is an NLP project. I have rich experiences with Text Clustering and Classification/Summarization and already worked on several projects like yours. To do this project, need the followings. 1. Remove stopwords and punctations 2. Feature Engineering(word to vector like TF-IDF(word level, N-gram level, GloVe, Word2Vec)) 3. Model Building(Linear Classification/ SVM/RNN/DNN/LSTM/etc) 4. Model Evaluate I'd like to discuss the details over chat. Cheers. Vadim N.

Hey! I am having 4+ years of Industry Experience in Machine Learning, Deep Learning,Natural Language Processing, and Computer Vision Applications. My Skills: OpenCV, TensorFlow, PyTorch, Keras,NLTK Supervised and Unsupervised Machine Learning Reinforcement Learning, Recommendation systems Message me to discuss more details

Hello, I am a PhD candidate in Electrical Engineering (control systems). I'm expert in MATLAB and python programming 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, path planning and navigation mobile robot, signal and systems, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim is available in the portfolio. I have read your project description and I can help you. Please send me the details of your project. Thanks for attention

Hello, sir ,✨Hope you are doing well✨ I am available to start immediately. I understood your requirements. As you can see my profile and reviews, I can handle your project successfully. You can be sure that I will do it. I would love to hear from you. Best regards.

Greetings! Sir, we are a group of professional having Phd and MS scholar from NLP field on board. We can provide you the best services for your required project. As we have a well versed team in the domain. Looking forward to discuss more about the project. Regards

Hi, there. I am a machine learning engineer good at several deep learning algorithms. I am proficient in Python, OpenCV, Keras Tensorflow, PyTorch and Scikit-learn. Carefully checked your requirements. I can help you with this project. Hope we can discuss more deeply via chat. Best regards, Sgadou

Hi I have experience in building all the 3 approaches for text classification. let's discuss regarding this and the data.

Hello sir. Your project attracted my attention at first glance, because I've extensive experience in Python, Machine Learning Programming, NLP, AI. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.

Hi, I am an expert in machine learning and deep learning with 4 years enrich experiences. My main major is researching and implementing papers. I have worked on a lot of projects including Text Classification, Sentiment Analysis, Text Clustering and Summarization. Has a good sense of analysis, research, problem solving, development and maintenance of digital products. Self-motivated, passionate, detail focused, and customer oriented developer. I can work with you in your time zone. I really hope work with you. please contact with me. Best regards. from your lovely Anton P.

Hello, I am a data science engineer, I am certified by the University of Michigan in applied data science with paython and deep learning. In addition I carried out several projects in different fields using python, machine learning and deep learning. I just checked your project carefully. so it is very motivated and interesting for me. It is an ideal match for my skill and experience. if you hire me,you would get perfect result and service asap I hope work hardest for your success let us discuss more details. Thanks.

Hello Brother, I am a deep learning professional with expertise in NLP. I am very much familiar with Transformer based architectures and also the classical methods . I believe I can do your task. Lets talk more about the technical details of this projects. I am pretty sure that I can deliver without any hiccups. Thanks, Pranay

Hello, I have a Master of Science degree in engineering in Biotechnology, with the master in Bioinformatics from Umeå University in Sweden. I have done multiple machine learning and deep learning projects, for plant phenotypic prediction and monitoring. My main programming language is Python and I have worked with both Tensorflow(Keras) and Pytroch. I'm currently employed at Umeå Plant Science center as a software engineer/machine learning engineer incorporating deep learning (CNN) to automate their pipelines. I have used NLP models such as LSTM and transformers before for sentiment analysis projects. I have think that I have the necessary skills for this project. Best regards David

I have worked in various projects involving deep learning and classical ml models. Kindly go through my portfolio for projects snippet. And provide other details in message box.

Hello sir, I am Hasnain Khan a professional Machine Learning engineer working in the software industry for the last 2 years. I read out your requirements and I am pretty sure that I can do the task with 100% satisfaction. Please give me a chance and I will not let down your hopes. Thanks

Hello, I'm an ML engineer with an engineer at CV and NLP. I have been developed some projects using for tet classification using transformers like BERT/DistilBERT.

Hi, I am a machine learning engineer with more than 5 years of machine learning models development and tests experiences in industry. If I am assigned the project, I will discuss about the plan with you and try to deliver perfect product. Thanks