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Free Download Machine Learning For Beginners - Sentiment Analyzer Published 10/2024 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 1.99 GB | Duration: 3h 25m Sentiment Analyzer Project - TF & IDF What you'll learn Analyze and Interpret Sentiment: Extract and quantify emotions, sentiments, and opinions from text data using various sentiment analysis techniques. 2. Master Sentiment Analysis Tools: Learn to work with popular libraries (NLTK, spaCy, TensorFlow) and tools (TextBlob, VaderSentiment) for sentiment analysis. Develop NLP Skills: Understand Natural Language Processing (NLP) fundamentals, text preprocessing, and machine learning approaches for sentiment classification. Apply Sentiment Analysis in Real-World Scenarios: Confidently apply sentiment analysis techniques to real-world applications, such as customer feedback analysis Requirements Python programming knowledge is needed to pursue this course Description Sentiment Analysis: Extracting Insights from TextUnlock the power of emotions in text data with Sentiment Analysis. This comprehensive course teaches you to extract, analyze, and quantify sentiments, opinions, and emotions from various text sources.Key Topics:- Fundamentals of Natural Language Processing (NLP)- Sentiment Analysis techniques (rule-based, machine learning, deep learning)- Text preprocessing and feature extraction- Sentiment classification and visualization- Handling sarcasm, irony, and figurative language- Real-world applications (social media, customer feedback, product reviews)Learning Outcomes:- Analyze and interpret sentiments from text data- Master sentiment analysis tools and libraries (NLTK, spaCy, TensorFlow)- Develop NLP skills for text preprocessing and machine learning- Apply sentiment analysis in real-world scenariosTarget Audience:- Data scientists and analysts- NLP enthusiasts- Marketing and customer service professionals- Researchers and academicsChallenges:1. Handling sarcasm, irony, and figurative language2. Dealing with noisy or incomplete data3. Maintaining accuracy across domains4. Handling multilingual text data5. Integrating with existing systemsBy working on a Sentiment Analysis project, you'll gain hands-on experience with NLP, machine learning, and data analysis, while extracting valuable insights from text data.Prerequisites: Basic Python programming skillsJoin this course to unlock valuable insights from text data and drive informed decisions.Thank You and Keep Learning!! Overview Section 1: Introduction Lecture 1 Introduction - What this course is all about Section 2: Sentriment Analyzer Lecture 2 Understand the Project and code for sentiment analyzer Lecture 3 Understand the use of libraries - python Section 3: Understand the thing behind the scene Lecture 4 Understand the term frequency Lecture 5 Understand the DF and IDF Lecture 6 How TF and IDF works under the hood Lecture 7 How CountVectorizer works Lecture 8 Baye's Theorem and It's use in real life Lecture 9 Use Baye's theorem to identify spam mails Lecture 10 Baye's theorem and sentiment analysis Lecture 11 Significance of Training and Test data Lecture 12 fit_transform and transform methods Lecture 13 Save your model and use it in client code Lecture 14 Model with multiple features Lecture 15 Accuracy report Lecture 16 Run your project having multiple features Lecture 17 Important Docs and Artefacts This course is for the beginners in machine learning who want to learn basics without having prior knowledge of Maths Screenshot Homepage https://www.udemy.com/course/machine-learning-for-beginners-sentiment-analyzer/ Rapidgator https://rg.to/file/5046b08d39731e4f284eb4f019f31ca4/eacov.Machine.Learning.For.Beginners..Sentiment.Analyzer.part2.rar.html https://rg.to/file/6e99152c63950ad729ce4db2116aa28e/eacov.Machine.Learning.For.Beginners..Sentiment.Analyzer.part1.rar.html https://rg.to/file/e8418795f160ba5d7eab87c092b20900/eacov.Machine.Learning.For.Beginners..Sentiment.Analyzer.part3.rar.html Fikper Free Download https://fikper.com/12XjrvF2AU/eacov.Machine.Learning.For.Beginners..Sentiment.Analyzer.part1.rar.html https://fikper.com/RZO6wJxiy0/eacov.Machine.Learning.For.Beginners..Sentiment.Analyzer.part3.rar.html https://fikper.com/h8iwZYQ7Lc/eacov.Machine.Learning.For.Beginners..Sentiment.Analyzer.part2.rar.html No Password - Links are Interchangeable

Free Download ZerotoMastery - Build an AI Stock Analyzer using ChatGPT, Python and LangChain Released 10/2024 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 16 Lessons ( 3h 4m ) | Size: 686 MB Build your own AI application that analyzes stocks and optimizes portfolios using OpenAI's GPT models, Python and LangChain (100% beginner friendly). You'll even learn investment strategies like Modern Portfolio Theory and the Black-Litterman Model. This fun project-based course blends AI and finance education: you'll learn to use the latest AI technologies like ChatGPT, LangChain and OpenAI's GPT models in your own projects while also learning about essential financial metrics and portfolio optimization theories. Maybe you'll be the next Wolf of Wall Street?! What you'll learn Harness AI tools to gather, analyze, and interpret real-time stock data for smarter investment strategies Improve your Python skills with hands-on coding exercises Understand and implement LangChain to augment your AI and improve its outputs Learn about financial metrics and theories while building a fun and useful portfolio project Why is this AI Stock Analysis Project awesome? This project-based course blends generative AI and financial education: not only will you learn to utilize the latest AI technologies like LangChain and OpenAI's GPT models, but you'll also learn about essential financial metrics and portfolio optimization theories. Who says you can't learn two things at once, right?! Most importantly you'll gain practical skills that can boost your career prospects. The course is hands-on, so you'll be able to implement what you learn right away. Plus, you'll learn advanced investment strategies that can help you make better financial decisions. Wait... What's a Project? One of the most common things we hear from students is: "I want to build more projects!" We love hearing that, because building projects is really the best way to learn. And unique, challenging projects can really make your portfolio stand out for potential employers. But also...it just feel so good when you actually build something real! That's why we've created ZTM Projects. A collection of comprehensive portfolio and practice projects that you can use to advance your knowledge, learn new skills, build your portfolio, and sometimes even just have fun! What Else Should I Know? By becoming a ZTM member you'll not only get access to all our courses, bytes, and projects. But you'll also get to join our exclusive live online community classroom to learn alongside thousands of students, alumni, mentors, TAs and Instructors. Most importantly, you'll be learning from an industry professional (Diogo) that has actual real-world experience as a Data & Financial Analyst using AI tools. He teaches you the exact strategies and techniques he uses in his role. Finally, as with all ZTM courses, this course is a living thing. It will be constantly updated as the landscape changes so you can use it as your go-to resource for building an AI Stock Analyzer project now and throughout your career. Homepage https://zerotomastery.io/courses/generative-ai-stock-market-analysis/ TakeFile https://takefile.link/zv154cftodkc/dmldm.ZerotoMastery..Build.an.AI.Stock.Analyzer.using.ChatGPT.Python.and.LangChain.rar.html Rapidgator http://peeplink.in/0cdf87ce6d60 Fikper Free Download https://fikper.com/FP5doggIqK/dmldm.ZerotoMastery..Build.an.AI.Stock.Analyzer.using.ChatGPT.Python.and.LangChain.rar.html No Password - Links are Interchangeable

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