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所在平台: Udemy |
课程主页: https://www.udemy.com/course/intro-to-machine-learning-course/
课程评论：没有评论
**课程名称：** 40个真实世界数据科学、机器学习项目 2025 **课程概述：** 本课程旨在通过实践，教授学员如何利用数据科学解决实际商业问题。学员将学习构建和部署人工智能、机器学习、数据科学、AutoML、深度学习、自然语言处理（NLP）以及Web应用项目。课程将使用Python（Flask, Django, Heroku, Streamlit Cloud）作为主要开发工具。 **美国数据科学家薪资参考（截至2021年7月15日）：** * 全国平均年薪：120,718美元 * **部分公司数据科学家平均年薪（美元）：** * Airbnb：180,569 * Cisco Systems：157,228 * Apple：153,885 * Google：148,316 * Oracle：148,396 * Uber：143,661 * Adobe：139,074 * Microsoft：133,810 * IBM：132,662 * Intel Corporation：125,930 * Amazon：125,704 * Quora, Inc.：122,875 * Walmart：108,937 **本课程将涵盖的40个真实世界项目：** 1. 身份证图像篡改检测应用（含部署） 2. 犬种预测 Flask 应用 3. 图片水印应用（含部署） 4. 交通标志分类 5. 图片文字提取应用 6. 植物病害预测应用（含部署） 7. 车辆计数与检测 Flask 应用 8. 换脸深度学习应用 9. 鸟类物种预测应用 10. Intel 图像分类应用 11. 情感分析应用（含部署） 12. 员工离职率预测 Django 应用 13. 宝可梦数据集应用（含部署） 14. 人脸检测 Streamlit 应用 15. 猫狗分类应用 16. 客户收入预测应用（含部署） 17. 性别语音预测应用 18. 餐厅推荐系统 19. 幸福感排名应用 20. 森林火灾预测应用 21. Black Friday 促销预测 22. 基于自然语言处理的情感分析 23. 帕金森综合征预测 24. 基于NLP的假新闻分类器 25. 基于NLP的毒评分类器 26. 基于NLP的电影评分预测 (IMDB) 27. 空气质量预测 28. Covid-19 病例分析 29. 客户流失预测 30. 构建聊天机器人应用 (NLP) 31. 电子游戏销量预测应用 32. 汽车销售价格预测应用 - 部署于 Heroku 33. 出轨预测应用 - 部署于 Heroku 34. 蘑菇分类应用 - 部署于 Heroku 35. 手机应用评分预测 Django 应用 - 部署于 Heroku 36. 心脏病风险预测（含 AutoML） 37. 使用 PyCaret 进行信用卡欺诈检测 38. 使用 Auto-SKLearn 进行航班票价预测 39. 使用 Auto-Keras 进行汽油价格预测 40. 使用 H2O AutoML 进行银行客户流失预测 **课程亮点：** * 数据科学领域唯一拥有40个真实世界项目的课程。 * 课程内容具有极高的价值，物超所值。 **注意：** 建议用户在优惠过期前报名。
Solve Business Problems Using Data Science Practically. Learn To Build & Deploy Artificial Intelligence, Machine Learning, Data Science , Auto Ml, Deep Learning, Natural Language Processing (NLP) Web Applications Projects With Python (Flask, Django, Heruko, Streamlit Cloud).How much does a Data Scientist make in the United States?The national average salary for a Data Scientist is US$1,20,718 per year in the United States, 2.8k salaries reported, updated on July 15, 2021 (source: glassdoor)Salaries by Company, Role, Average Base Salary in (USD)Facebook Data Scientist makes USD 1,36,000/yr. Analyzed from 1,014 salaries.Amazon Data Scientist makes USD 1,25,704/yr. Analyzed from 307 salaries.Apple Data Scientist makes USD 1,53,885/yr. Analyzed from 147 salaries.Google Data Scientist makes USD 1,48,316/yr. Analyzed from 252 salaries.Quora, Inc. Data Scientist makes USD 1,22,875/yr. Analyzed from 509 salaries.Oracle Data Scientist makes USD 1,48,396/yr. Analyzed from 458 salaries.IBM Data Scientist makes USD 1,32,662/yr. Analyzed from 388 salaries.Microsoft Data Scientist makes USD 1,33,810/yr. Analyzed from 205 salaries.Walmart Data Scientist makes USD 1,08,937/yr. Analyzed 187 salaries.Cisco Systems Data Scientist makes USD 1,57,228/yr. Analyzed from 184 salaries.Uber Data Scientist makes USD 1,43,661/yr. Analyzed from 151 salaries.Intel Corporation Data Scientist makes USD 1,25,930/yr. Analyzed from 131 salaries.Airbnb Data Scientist makes USD 1,80,569/yr. Analyzed from 122 salaries.Adobe Data Scientist makes USD 1,39,074/yr. Analyzed from 109 salaries.In This Course, We Are Going To Work On 40 Real World Projects Listed Below:Project-1 Pan Card Tempering Detector App (With Deployment)Project-2 Dog breed prediction Flask AppProject-3 Image Watermarking App (With Deployment)Project-4 Traffic sign classificationProject-5 Text Extraction From Images AppProject-6 Plant Disease Prediction App (With Deployment)Project-7 Counting & Detecting Vehicles Flask AppProject-8 Face Swapping Deep Learning ApplicationProject-9 Bird Species Prediction AppProject-10 Intel Image Classification AppProject-11 Sentiment Analysis App (With Deployment)Project-12 Attrition Rate Django AppProject-13 Pokemon Dataset App (With Deployment)Project-14 Face Detection App StreamlitProject-15 Cats Vs Dogs Classification AppProject-16 Customer Revenue Prediction App (With Deployment)Project-17 Gender From Voice Prediction AppProject-18 Restaurant Recommendation SystemProject-19 Happiness Ranking AppProject-20 Forest Fire Prediction AppProject-21 Black Friday Sale PredictionProject-22 Sentiment Analysis Using Natural Language ProcessingProject-23 Parkinson Syndrome PredictionProject-24 Fake News Classifier Using NLPProject-25 Toxic Comment Classifier Using NLPProject-26 Movie Ratings Prediction (IMDB) Using NLPProject-27 Air Quality PredictionProject-28 Covid-19 Case AnalysisProject-29 Customer Churning PredictionProject-30 Building A Chatbot Application (NLP)Project-31: Video Game Sales Prediction AppProject-32: Car Selling Price Prediction App- Deploy On HerukuProject-33: Affair Prediction App - Deploy On HerukuProject-34: Mushroom Classification App - Deploy On HerukuProject-35: Mobile App Rating Prediction Django App - Deploy On HerukuProject-36: Heart Attack Risk Prediction With Auto MLProject-37: Credit Card Fraud Detection using PyCaretProject-38: Flight Fare Detection using Auto SK LearnProject-39: Petrol Price Forecasting using Auto KerasProject-40: Bank Customer Churn Prediction using H2O Auto MLThe Only Course With 40 Real World Projects In Data Science Domain.Note (Read This): This Course Is Worth Of Your Time And Money, Enroll Now Before Offer Expires.
