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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-science-projects-mastering-the-real-life-analytics/
课程评论:没有评论
**课程名称**: 数据科学综合包:180个实践项目 - 第1部分 **课程概述**: 在这个充满活力的课程中,释放你的数据科学潜力!你将学习如何使用Python和Flask、Django等网络框架构建和部署机器学习、人工智能和自然语言处理(月)。将你的项目提升到云端,运用Heroku、AWS、Azure、GCP、IBM Watson及Streamlit等工具。准备好将数据转化为强大的解决方案吧! 本课程提供全面的实践学习体验,让你深入了解实际机器学习和数据驱动项目的世界,使你能够将理论概念转化为具体解决方案。本课程将引导你通过整个项目生命周期,从创意产生到数据收集、预处理、建模和部署,帮助你在实际场景中磨练技能。 发展在不同环境中部署模型的能力,从互动网页应用到关键业务系统,了解模型部署的挑战并有效应对。凭借对经验学习的强烈强调,你将参与实际行业灵感的项目,实施能够产生可衡量结果的策略。该课程不仅关注技术层面,还强调将数据驱动决策整合到各种商业领域。 无论你是经验丰富的数据从业者还是新手,这个课程将为你提供知识和信心,使你能够在实际场景中脱颖而出。提升你的数据科学旅程,成为能够利用数据实现变革性结果的高效问题解决者! **在本课程中,我们将完成60个真实世界项目**,包括但不限于: - 可再生能源生成预测 - 钻石销售价格预测 - Ethereum价格预测 - 基于PPG传感器数据的压力水平检测 - 使用CNN的脑肿瘤分类 - COVID-19检测 - 语言翻译应用程序 - 广告预测 - 学业课程推荐系统 - 图像处理应用程序 - 财务流量监控 - 数据科学职业趋势分析 - 商业洞察和零售分析 **学习提示**: 制定一个60天学习计划,每天花费1-3小时,完成60个项目。这是你成为数据科学家的唯一课程,通过学习获取新工作并开始新的职业生涯。 **注意**: 这个课程非常值得你的时间和金钱,立即注册以免机会错过!
Unleash your data science mastery in this dynamic course! Learn to build and deploy machine learning, AI, NLP models, and more using Python and web frameworks like Flask and Django. Elevate your projects to the cloud with Heroku, AWS, Azure, GCP, IBM Watson, and Streamlit. Get ready to turn data into powerful solutions!Embark on a dynamic learning experience with our comprehensive course, "Applied Data Science: From Theory to Real-World Impact. " Dive deep into the world of practical machine learning and data-driven projects, where you'll gain the skills to transform theoretical concepts into tangible solutions.This hands-on program empowers you to tackle complex problems using cutting-edge techniques, guiding you through the entire project lifecycle. From the inception of ideas to data collection, preprocessing, modeling, and deployment, you'll navigate every stage, honing your skills in real-world settings.Develop proficiency in deploying models across diverse environments, from interactive web applications to critical business systems. Gain insights into the challenges of model deployment and learn to address them effectively. With a strong emphasis on experiential learning, you'll work on actual industry-inspired projects, implementing strategies that yield measurable results."Data-Driven Projects" goes beyond the technical aspects, highlighting the integration of data-driven decision-making into various business landscapes. Witness the fusion of data analytics and strategic thinking, driving business impact through informed insights. Whether you're a seasoned data practitioner or a newcomer, this course equips you with the knowledge and confidence to excel in real-world scenarios.Elevate your data science journey today and become a proficient problem solver, capable of leveraging data for transformative outcomes that make a difference in today's data-rich world.In This Course, We Are Going To Work On 60 Real World Projects Listed Below:Project-1: Forecasting Renewable Energy Generation: Time Series and Regression AnalysisProject-2: Predicting Diamond Sales Price with Multiple Regression MethodsProject-3: Ethereum Price Prediction using GRU/LSTMs for ForecastingProject-4: Detecting Stress Levels from PPG Sensor Data using Neural NetworksProject-5: Classification of Brain Tumors with CNN and OpenCVProject-6: Age and Gender Prediction from Chest X-Ray Scans using CNN and OpenCVProject-7: COVID-19 Detection from CT Scans using ResNet, DenseNet, and VGG ModelsProject-8: Detecting DeepFakes with ResNet and CNNProject-9: Automatic Number Plate Recognition using ResNet and CNNProject-10: Land Segmentation using U-Net ArchitectureProject-11: LingoLinx: Unleashing Multilingual Magic - Language Translator App on HerokuProject-12: AdView Pro: Cracking the Code of Ad View Predictions with IBM Watson on HerokuProject-13: LappyPricer: Decoding Laptop Prices with Heroku's Predictive PowersProject-14: TextWise: Unveiling Insights from WhatsApp Text with Heroku's Analytical ArsenalProject-15: SmartCourse: Guiding Your Academic Journey - Course Recommendation System on HerokuProject-16: IPL Prophets: Predicting IPL Match Wins with a Touch of Heroku MagicProject-17: BodyFit: Sculpting Your Body Fat Estimator App on Microsoft AzureProject-18: CareerPath: Paving the Way to Campus Placement Success on Microsoft AzureProject-19: AutoCar: Driving the Future of Car Acceptability Prediction on Google CloudProject-20: GenreGenius: A Journey into Book Genres with Amazon Web ServicesProject-21: DNA Seeker: Unraveling Genetic Clues - E. Coli Classification Adventure on AWSProject-22: WordWizard: Unleashing Sentence Sorcery - Predicting the Next Word on AWSProject-23: SeqMaster: Journey into Sequence Prediction - LSTM Adventures on AWSProject-24: KeywordGenie: Unlocking Textual Treasures - Keyword Extraction using NLP on AzureProject-25: SpellCheck Plus: Vanishing Typos - Spelling Correction Wizardry on AzureProject-26: MusicTrends: Dancing with Popularity - Music Popularity Classification on Google App EngineProject-27: AdClassify: Decoding Advertisements - Advertisement Classification on Google App EngineProject-28: DigitDetect: Cracking the Code of Image Digits - Image Digit Classification on AWSProject-29: EmoSense: Delving into Emotions - Emotion Recognition with Neural Networks on AWSProject-30: CancerGuard: Fighting Against Breast Cancer - Breast Cancer Classification on AWSProject-31: Unsupervised Clustering of COVID Nucleotide Sequences using K-MeansProject-32: Weed Detection in Soybean Crops using Computer VisionProject-33: PixelPal: Transforming Images with OpenCV and Tkinter - Image Editor ApplicationProject-34: BrandQuest: Unveiling Brand Identifications with Tkinter and SQLite - Brand Identification GameProject-35: TransactionTracker: Monitoring Financial Flows with Tkinter and SQLite - Transaction ApplicationProject-36: LearnEase: Nurturing Knowledge with Django - Learning Management SystemProject-37: NewsWave: Riding the Waves of News - Create A News Portal with DjangoProject-38: StudentVerse: Journey into Student Life - Create A Student Portal with DjangoProject-39: ProductivityPro: Tracking Progress with Django and Plotly - Productivity TrackerProject-40: StudyConnect: Forging Study Bonds - Create A Study Group with DjangoPower BI Projects:Project-41: Global Data Professionals Benchmarking DashboardProject-42: Beijing Air Quality Dashboard: DAX and VisualizationsProject-43: Real Estate in Daegu: Apartment Pros and Cons AnalysisProject-44: Super Market Sales Analysis: Power Query and DAXProject-45: COVID-19 WHO Dataset Insights: Power Query and DAXProject-46: Credit Card Defaulters Analysis: Power Query and DAXProject-47: Crime in Chicago: 3-Year Analysis with VisualizationProject-48: Customer Churn Analysis: Real-World Business ProblemProject-49: Customer Churn Analysis (Advanced Features): Data ModelingProject-50: Attrition Analysis: HR Data Transformation and VisualizationTableau Projects:Project-51: Revenue Analysis Dashboard: Business Insights and TrendsProject-52: AirBnbs in Seattle: Rental Market AnalysisProject-53: New Year Resolution Tweets: Social Media AnalysisProject-54: Road Accident in the UK: Safety AnalysisProject-55: Ecommerce Sales Dashboard: Sales OptimizationProject-56: Super Store Sales Dashboard: Retail AnalysisProject-57: Credit Card Complaints: Customer Feedback AnalysisProject-58: Data Science Career Dashboard: Job Market TrendsProject-59: Amazon Prime Video Dashboard: Streaming InsightsProject-60: Traffic Collision in Seattle: Safety and Traffic AnalysisTip: Create A 60 Days Study Plan , Spend 1-3hrs Per Day, Build 60 Projects In 60 Days.The Only Course You Need To Become A Data Scientist, Get Hired And Start A New CareerNote: This Course Is Worth Of Your Time And Money, Enroll Now Before Offer Expires.