Complete 2022 Data Science & Machine Learning Bootcamp

所在平台: Udemy

课程主页: https://www.udemy.com/course/python-data-science-machine-learning-bootcamp/

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课程名称:2022完整数据科学与机器学习训练营 课程概述:欢迎参加完整的数据科学和机器学习训练营,这是学习Python并进入数据科学唯一需要的课程。该课程时长超过40小时,无疑是网上最全面的数据科学与机器学习课程。即使您没有编程经验,也能从初学者成长为专家。课程由伦敦知名的App Brewery编程训练营的首席讲师授课,涵盖了Google、Amazon和Netflix数据科学家所使用的最新工具与技术。 课程特点包括:三年的课程开发历程,结合行业专业人士、研究者和学生的反馈,确保课程内容实用且高效。迄今为止,我们已教导超过20万名学生编码,许多人通过这门课程找到了工作或创办了自己的科技公司。 课程内容包括40多个小时的高清视频教程,涵盖数据科学和机器学习的多个重要主题,如数据清洗与预处理、数据探索与可视化、线性回归、多变量回归、优化算法与梯度下降、朴素贝叶斯分类、描述统计与概率论、神经网络与深度学习、模型评估与分析等。 学员将学习使用Python 3、Tensorflow、Pandas、Numpy、Scikit Learn、Keras、Matplotlib、Seaborn、SciPy和SymPy等工具,熟练掌握Python编程,包括数据类型与变量、字符串操作、函数、对象、列表、元组与字典、循环与迭代器、条件语句与控制流程、生成器函数、上下文管理器和错误处理。 通过实际项目的实操,学生可以理解数据科学家的整个工作流程,这对潜在雇主非常有价值。课程包括178个以上的高清视频讲座、30个以上的代码挑战与练习、完整的数据科学与机器学习项目、编程资源和速查表,以及我们畅销的《学习编程的12条规则》电子书。 这门课程提供超过12000美元的数据科学与机器学习训练营课程材料和课程大纲,并且我们对课程有信心,提供30天全额退款保证。 赶快注册,加入全球最佳的数据科学与机器学习课程吧!

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Welcome to the Complete Data Science and Machine Learning Bootcamp, the only course you need to learn Python and get into data science.At over 40+ hours, this Python course is without a doubt the most comprehensive data science and machine learning course available online. Even if you have zero programming experience, this course will take you from beginner to mastery. Here's why:The course is taught by the lead instructor at the App Brewery, London's leading in-person programming bootcamp.In the course, you'll be learning the latest tools and technologies that are used by data scientists at Google, Amazon, or Netflix.This course doesn't cut any corners, there are beautiful animated explanation videos and real-world projects to build.The curriculum was developed over a period of three years together with industry professionals, researchers and student testing and feedback.To date, we've taught over 200,000 students how to code and many have gone on to change their lives by getting jobs in the industry or starting their own tech startup.You'll save yourself over $12,000 by enrolling, but get access to the same teaching materials and learn from the same instructor and curriculum as our in-person programming bootcamp.We'll take you step-by-step through video tutorials and teach you everything you need to know to succeed as a data scientist and machine learning professional.The course includes over 40+ hours of HD video tutorials and builds your programming knowledge while solving real-world problems.In the curriculum, we cover a large number of important data science and machine learning topics, such as:Data Cleaning and Pre-ProcessingData Exploration and VisualisationLinear RegressionMultivariable RegressionOptimisation Algorithms and Gradient DescentNaive Bayes ClassificationDescriptive Statistics and Probability TheoryNeural Networks and Deep LearningModel Evaluation and AnalysisServing a Tensorflow ModelThroughout the course, we cover all the tools used by data scientists and machine learning experts, including:Python 3TensorflowPandasNumpyScikit LearnKerasMatplotlibSeabornSciPySymPyBy the end of this course, you will be fluently programming in Python and be ready to tackle any data science project. We'll be covering all of these Python programming concepts:Data Types and VariablesString ManipulationFunctionsObjectsLists, Tuples and DictionariesLoops and IteratorsConditionals and Control FlowGenerator FunctionsContext Managers and Name ScopingError HandlingBy working through real-world projects you get to understand the entire workflow of a data scientist which is incredibly valuable to a potential employer.Sign up today, and look forward to:178+ HD Video Lectures30+ Code Challenges and ExercisesFully Fledged Data Science and Machine Learning ProjectsProgramming Resources and CheatsheetsOur best selling 12 Rules to Learn to Code eBook$12,000+ data science & machine learning bootcamp course materials and curriculumDon't just take my word for it, check out what existing students have to say about my courses:"One of the best courses I have taken. Everything is explained well, concepts are not glossed over. There is reinforcement in the challenges that helps solidify understanding. I'm only half way through but I feel like it is some of the best money I've ever spent." -Robert Vance"I've spent £27,000 on University...Save some money and buy any course available by Philipp! Great stuff guys." -Terry Woodward"This course is amazingly immersive and quite all-inclusive from end-to-end to develop an app! Also gives practicality to apply the lesson straight away and full of fun with bunch of sense of humor, so it's not boring to follow throughout the whole course. Keep up the good work guys!" - Marvin Septianus"Great going so far. Like the idea of the quizzes to challenge us as we go along. Explanations are clear and easy to follow" -Lenox James"Very good explained course. The tasks and challenges are fun to do learn an do! Would recommend it a thousand times." -Andres Ariza"I enjoy the step by step method they introduce the topics. Anyone with an interest in programming would be able to follow and program" -Isaac Barnor"I am learning so much with this course; certainly beats reading older Android Ebooks that are so far out of date; Phillippe is so easy any understandable to learn from. Great Course have recommended to a few people." -Dale Barnes"This course has been amazing. Thanks for all the info. I'll definitely try to put this in use.:)" -Devanshika Ghosh"Great Narration and explanations. Very interactive lectures which make me keep looking forward to the next tutorial" -Bimal Becks"English is not my native language but in this video, Phillip has great pronunciation so I don't have problem even without subtitles:)" -Dreamerx85"Clear, precise and easy to follow instructions & explanations!" -Andreea Andrei"An incredible course in a succinct, well-thought-out, easy to understand package. I wish I had purchased this course first." -IanREMEMBER… I'm so confident that you'll love this course that we're offering a FULL money back guarantee for 30 days! So it's a complete no-brainer, sign up today with ZERO risks and EVERYTHING to gain.So what are you waiting for? Click the buy now button and join the world's best data science and machine learning course.

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