205 Udacity FREE Courses on Machine Learning and Data Science- 2024


Udacity is one of the most popular MOOC-based e-learning platforms in the world. Udacity has a wide range of machine learning and data science courses. Some are free and some are paid. But in this article, I am gonna discuss all the Udacity FREE Courses on Machine Learning, Data Science, and other Udacity FREE Courses.

For these courses, You don’t need to pay a single buck. So give your few minutes to this article and check out the Udacity FREE Courses on Machine Learning and Data Science for you.

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Now without any further ado, let’s get started, with “Udacity FREE Courses on Machine Learning, Data Science, and other Udacity FREE Courses“-

205 Udacity FREE Courses on Machine Learning and Data Science

For your convenience, I have created a table where you can filter out the course according to your skill level, topics you want to learn, and the course duration.

So let’s start with the Udacity FREE Courses on machine learning-

Udacity FREE Courses on Machine Learning

S/NCourse Name Skill- LevelDurationTopics Covered
1. Machine Learning by Georgia TechIntermediate4 MonthsSupervised learning, Unsupervised learning, Information theory, Reinforcement learning, Game theory
2. Introduction to Machine Learning CourseIntermediate10 WeeksMachine learning, Supervised learning, Unsupervised learning, Evaluation metrics, Data Manipulation
3. Machine Learning Interview PreparationIntermediate 1 WeekInterview practice, Machine learning, Technical Interview techniques, career advancement
4. Machine Learning for TradingIntermediate4 MonthsPandas, Time series analysis, Computational Investing, Algorithmic trading, Reinforcement learning for Trading
5. Machine Learning: Unsupervised LearningIntermediate1 MonthRandomized Optimization, Clustering, Feature selection, feature transformation, Information theory
6. Core ML: Machine Learning for iOSIntermediate1 WeekiOS, Image Classification, Core ML
7. AWS DeepRacerIntermediate2 WeeksMachine learning, Reinforcement learning, AWS DeepRacer
8. Reinforcement LearningAdvanced4 MonthsReinforcement Learning
9. Intro to Deep Learning with PyTorchIntermediate2 MonthsDeep Learning, PyTorch, Neural network, CNNs, LSTMs, Style Transfer
10. Intro to Artificial IntelligenceIntermediate4 MonthsArtificial Intelligence, Machine learning, Probability, Logic, and Planning, Markov models
11. SparkIntermediate10 hoursSpark, SparkSQL, Spark Dataframes, Data wrangling, Machine learning
12. Introduction to TensorFlow LiteIntermediate2 MonthsTensorFlow Lite, Deep learning models, Android, iOS, Linux
13. Data Wrangling with MongoDBIntermediate2 MonthsGathering data, Assessing data, Cleaning data, Data wrangling, MongoDB
14. Artificial IntelligenceIntermediate4 MonthsArtificial Intelligence, Probability, Bayesian Networks, Logic, and Planning, Machine learning
15. Artificial Intelligence for RoboticsAdvanced2 MonthsProbabilistic models, Kalman filters, Motion Planning, Robot Control, Simultaneous Localization and Mapping
16. Knowledge-Based AI: Cognitive SystemsAdvanced7 WeeksSemantic Networks, Common- Sense reasoning, Logic and Planning, Analogical Reasoning, Visuospatial Reasoning
17. Linear Algebra Refresher Course with PythonIntermediate4 MonthsAlgebra, Python, Vectors, Intersections
18. Introduction to Computer VisionIntermediate4 MonthsImage Processing, Stereo Geometry, Feature detection, and Matching, Object Tracking, Classification, and Recognition
19. Secure and Private AIAdvanced2 MonthsDifferential Privacy, Federated learning, Encrypted Computation
20. Intel® Edge AI Fundamentals with OpenVINO™Intermediate1 MonthEdge AI, Intel OpenVINO, Computer Vision, Deep Learning

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Udacity FREE Courses on Data Science

S/NCourse NameSkill-LevelDurationTopics Covered
21.Data Science Interview PrepIntermediate1 Week Interview practice, Common data questions, Data structures, career advancement, data analysis interview practice, Behavioral questions
22. Intro to Data ScienceIntermediate2 MonthsData Analysis process, pandas, MapReduce paradigm
23. Data Analysis and VisualizationIntermediate16 WeeksR, Data Analysis, Data Visualization, Regression
24.Intro to Data AnalysisBeginner6 WeeksData Analysis, Python, Numpy, Pandas
25. SQL for Data AnalysisBeginner4 WeeksSQL basics, Joins, Aggregations, Subqueries and Temp Tables, SQL Data Cleaning, Window Functions
26. StatisticsBeginner4 MonthsStatistical Research Methods, Data Visualization, Distributions, Hypothesis Testing, Regression
27. Data Wrangling with MongoDBIntermediate2 MonthsGathering data, Assessing data, Cleaning data, Data wrangling, MongoDB
28. Data Analysis with RIntermediate2 MonthsR, Exploratory Data Analysis, Data Visualization
29. Data Visualization in TableauBeginner3 WeeksTableau, Design of Visualization, Visual Encodings
30. Data Visualization and D3.jsIntermediate7 WeeksD3.js, Design of Visualization, Data Visualization, Visual Encodings
31. Big Data Analytics in HealthcareIntermediateNAData Analytics, Health Care Applications, Algorithms
32. Intro to Inferential StatisticsBeginner2 MonthsInferential Statistics, Hypothesis Testing, T-tests, ANOVA
33.Deploying a Hadoop ClusterIntermediate3 WeeksData Analysis, Hadoop, MapReduce
34. Creating an Analytical DatasetBeginner2 WeeksData Issues, Data Formatting, Data Blending
35.Real-Time Analytics with Apache StormIntermediate2 WeeksData Analysis, Real-Time Analytics, Apache Storm
36.Problem Solving with Advanced AnalyticsBeginner2 WeeksLinear Regression, Analytical Methodology
37. Intro to StatisticsBeginner2 MonthsProbability, Descriptive Statistics, Inferential Statistics
38. Deploying a Hadoop ClusterIntermediate3 WeeksData Analysis, Hadoop, MapReduce
39. Intro to Hadoop and MapReduceBeginner6 WeeksBig Data, Hadoop, MapReduce
40. Segmentation and ClusteringIntermediate3 WeeksVariable Reduction, Clustering model design, Data Preparation for Clustering models
41.Time Series ForecastingIntermediate3 WeeksTime Series Forecasting, ETS Models, ARIMA Models, Analyzing and Visualizing results
42.Intro to Cloud ComputingBeginner2 MonthsCloud Computing, AWS Console, Compute Services, Serverless Architecture, Cloud Databases
43.Eigenvectors and EigenvaluesBeginner1 WeekLinear Algebra, Eigenvectors, and Eigenvalues
44. Microsoft Power PlatformBeginner1 MonthMicrosoft Power Platform, Power Apps, Power Automate, Azure AI Builder
45.Introduction to Python ProgrammingBeginner5 WeeksData Types, Operations, Control Flow, Functions, Scripting

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Now, let’s see some other Udacity FREE Courses-

Udacity FREE Courses Python, SQL, Product Design, C++, and UI/UX

S/NCourse NameSkill- LevelDurationTopics Covered
46.AWS Machine Learning Foundations CourseIntermediate2 MonthsComputer vision, reinforcement learning, and generative AI. Get hands-on with machine learning using AWS AI Devices (i.e. AWS DeepLens, AWS DeepRacer, and AWS DeepComposer).
47.Intro to Machine Learning using Microsoft Azure Intermediate2 MonthsBuild practical experience by training, validating, and evaluating machine learning models using Microsoft Azure.
48.AI FundamentalsBeginner1 MonthComputer Vision, Natural Language Processing, and Conversational AI.
49.Model Building and ValidationAdvanced8 WeeksQMV Process, Question Phase, Modeling Phase, Validation Phase, Hacking Attempts from Network Flow Logs
50.A/B TestingIntermediate1 MonthA/B Testing, Policy and Ethics for Experiments, Choosing and Characterizing Metrics, Designing an Experiment, Analyzing Results
51.Intro to TensorFlow for Deep LearningIntermediate2 MonthsMachine Learning, CNN, Transfer Learning, Saving, and Loading Models
52.Web Tooling & AutomationIntermediate3 weeksProductive Editing, Powerful Builds, Expressive Live Editing, Awesome Optimizations
53.Front End FrameworksAdvanced8 WeeksHow to create both an Angular application and an Ember app from scratch.
54.Responsive Web Design FundamentalsIntermediate2 weeksFundamentals of responsive web design with Google’s Pete LePage
55.How to Install Android StudioBeginner1 DayAndroid Studio on a Windows or Mac machine, beginning with downloading the Java SDK. 
56. Android Basics: Multiscreen AppsBeginner2 monthsIntents and Activities, Data, Loops, and Custom Classes, Images and Visual Polish, Navigation Patterns Using Fragments, Audio and Libraries
57.Website Performance OptimizationIntermediate1 WeekCritical Rendering Path or the set of steps browsers must take to convert HTML, CSS, and JavaScript into living, breathing websites. 
58.iOS Networking with SwiftAdvanced3 MonthsNetworking, URL Session, JSON Parking
59.JavaScript Design PatternsAdvanced6 WeeksSeparating concerns, Code organization, Using an organization library, KnockoutJS
60. Android Basics: User InputBeginner4 WeeksAndroid Development, Java, OOPS, Conditional code, methods, variables
61.Android PerformanceAdvanced4 WeeksAndroid Development, Performance, Optimization
62.Responsive ImagesIntermediate2 weeksHow to work with images on the modern web, so that your images look great and load quickly on any device.
63.Xcode DebuggingAdvanced3 WeeksDebugging, LLDB
64.Gradle for Android and JavaAdvanced6 weeksAndroid Development, Gradle, Java
65.JavaScript PromisesAdvanced3 WeeksCreating Promises, Chaining Promises
66.UIKit FundamentalsIntermediate2 MonthsBuild a series of simple apps to become more comfortable with the UIKit framework and master its most widely used components. 
67.Android Basics: User InterfaceBeginner2 weeksLearn the basics of Android and Java programming
68.Client-Server CommunicationAdvanced5 weeksHTTP’s request and response cycle, dig into HTTP headers and verbs and distinguish HTTP/1 from HTTP/2 capabilities, all while experiencing the importance of security by digging into the details of HTTPS.
69.What is Programming?Beginner1 dayHow the web functions, what a programmer does each day, why version control is so important, and how communication on the internet happens.
70.Building High Conversion Web FormsIntermediate2 weeksBest practices for modern forms as taught by Google’s Ido Green and Udacity’s Cameron Pittman.
71.Advanced Android App DevelopmentAdvanced6 weeksHow to make your app production-ready by developing a variety of different sample apps, each designed to showcase advanced capabilities of the Android platform, including fragments, widgets, media playback, and testing.
72.Software Architecture & DesignIntermediate2 months(1) Introduction, (2) UML and Analysis, (3) Software Architecture, and (4) Software Design.
73.Intro to Information SecurityIntermediateNAFoundations, Software security, Practical cryptography, Applications, and special topic
74.Authentication & Authorization: OAuthIntermediate2 weeksImplement the OAuth 2.0 framework to allow users to securely log in to your web applications. 
75.Intro to iOS App Development with SwiftIntermediate1 monthiOS app development in Swift, a new programming language from Apple
76.Introduction to Operating SystemsIntermediate2 MonthsBasic operating system abstractions, mechanisms, and their implementations.
77.Web AccessibilityAdvanced2 WeeksHands-on experience making web applications accessible. 
78.Android Basics: NetworkingBeginner5 weeksContinue on your Android app development education and learn to build multi-screen apps!
79.Android Basics: Data StorageBeginner8 weeksFundamentals of SQL, the programming language needed to interact with an SQLite relational database.
80.Scalable Microservices with KubernetesIntermediate1 monthMaster infrastructure management
81. Developing Android Apps with KotlinIntermediate2 monthsLearn to architect and develop Android apps in the Kotlin programming language using industry-proven tools and libraries. With these techniques, you’ll create apps in less time, writing less code, and with fewer errors.
82.Browser Rendering OptimizationAdvanced1 monthExplore the browser’s rendering pipeline and uncover patterns that make it easy to build performant apps.
83.Learn Swift Programming SyntaxIntermediate3 weeksApply Swift essentials to building iOS apps and employ Swift’s more unique elements, like optional types and switch statements, with confidence.
84.Offline Web ApplicationsIntermediate3 weeksFocused squarely on user experience, and seeks to show developers how thinking offline-first is the best way to ensure that applications perform their best in all scenarios, not just ideal ones. 
85.Kotlin for Android DevelopersAdvanced1 weekKotlin, Android
86.UX Design for Mobile DevelopersBeginner6 weeksStep back from your IDE and dive into the techniques that great designers use to plan and prototype amazing apps before any code is written.
87.Software Development ProcessIntermediate3 monthsHow to select and implement the ideal software process for your development project. 
88.Intro to Progressive Web AppsIntermediate2 weeksMake your app installable to the user’s home screen with the Web App Manifest file.
89.Writing READMEsBeginner3 daysHow to build a well-structured README that you’ll be able to incorporate into your projects moving forward. 
90.Software Analysis & TestingIntermediate16 weeksPresents diverse techniques, each with its own strengths and limitations, for automating tasks such as testing, debugging, and finding bugs in complex real-world programs.
91.iOS Persistence and Core DataAdvanced2 months 3 techniques for storing data on your device’s hard drive: NSUserPreferences for small amounts of data, the Sandbox for files, and Core Data when you have to play in the Big Leagues!
92.Computer NetworkingIntermediate3 monthsCovers advanced topics in Computer Networking such as Software-Defined Networking (SDN), Data Center Networking, and Content Distribution. 
93.Firebase Analytics: iOSIntermediate1 dayHow to grow an app’s user base using Firebase Analytics, a free and unlimited analytics solution. 
94.Human-Computer InteractionIntermediate16 weeksHuman-computer interaction covers the principles, techniques, and open areas of development in HCI.
95.2D Game Development with libGDXIntermediate8 weeksHow to use LibGDX to build 2D games that run anywhere, from web browsers to mobile devices.
96.Intro to jQueryIntermediate2 daysHow to read and make sense of jQuery’s documentation, making it easy for you to go beyond the methods taught in this class and take advantage of jQuery’s full array of features!
97.Cyber-Physical Systems SecurityIntermediate16 weeksIntroduction to security issues relating to various cyber-physical systems including industrial control systems and those considered critical infrastructure systems.
98.How to create <anything> in AndroidBeginner4 weeksMastered the ability to implement new Android features by reading a blog or article — this is a critical skill possessed by professional Android developers.
99.Introduction to Graduate AlgorithmsAdvanced3 monthsTechniques for the design of algorithms (such as dynamic programming) and algorithms for fundamental problems (such as fast Fourier transform or FFT).
100.Dynamic Web Applications with SinatraIntermediate2 weeksHow to build web applications with Sinatra, an elegant and approachable web development micro-framework for Ruby.
S/NCourse NameSkill LevelDurationTopics Covered
101.How to Make a Platformer Using libGDXIntermediate8 weeks‘2D Game Development with libGDX’ explored the basics of the libGDX game framework, from a simple drawing to user input.
102.JavaScript TestingIntermediate2 weeksJavaScript applications with confidence, using the red-green-refactor workflow. 
103.Object-Oriented JavaScriptIntermediate3 weeksObject-oriented programming features within JavaScript. 
104.Localization EssentialsBeginner2 weeksBasics of Localization – directly from the experts at Google.
105.Compilers: Theory and PracticeIntermediateNATheory and practice behind building automatic translators (compilers) for higher-level programming languages
106.HTML5 CanvasBeginner2 weeksHow to use the canvas; how to make compositions using shapes, images, and text; how to create effects and filters on images, and how to create animations.
107.Object-Oriented Programming in JavaIntermediate4 weeksMost powerful programming concepts in Java, including objects, inheritance, and collections. 
108.Designing RESTful APIsIntermediate3 weeksWriting secure, developer-friendly APIs that will make your back-end application thrive and keep your users happy.
109.GT – Refresher – Advanced OSIntermediate3 weeksBasics of Memory Systems, File Systems, Multithreaded Programming, and Networking. 
110.Intro to JavaScriptBeginner2 weeksFundamentals of JavaScript, the most popular programming language in web development.
111.Grand Central Dispatch (GCD)Intermediate2 weeksApple’s GCD (long form: Grand Central Dispatch) framework
112.Continuous Integration and DeploymentIntermediate2 daysHow to automate and improve the mobile development process by using buddybuild’s continuous integration and deployment tools.
113.Swift for BeginnersBeginner7 DaysSwift, Apple’s programming language for building iOS applications.
114.Intro to HTML and CSSBeginner3 weeksThe underlying structure of the web – HTML, CSS
115.Developing Android AppsIntermediate60 hoursBuild a cloud-connected Android app, and learn best practices of mobile development and Android development in particular.
116. Introduction to Virtual RealityBeginner2 weeksUnderstand the physical principles of VR and you will use that knowledge to create a comfortable, high-performance VR application using Unity.
117.Objective-C for Swift DevelopersIntermediate5 weeksUnderstand and identify the differences between the Objective-C and Swift programming languages, and especially, how to rewrite from the former to the latter. 
118.Interactive 3D GraphicsIntermediate2 monthsBasic principles of 3D computer graphics: meshes, transforms, cameras, materials, lighting, and animation.
119.Full Stack FoundationsIntermediate3 weeksFundamentals of back-end web development
120.High-Performance Computer ArchitectureAdvancedNAPerformance measurement leads to a discussion on the necessity of performance improvement.
121.AutoLayoutIntermediate6 daysAutoLayout and how to use stack views and constraints to create pixel-perfect UIs.
122.Kotlin Bootcamp for ProgrammersIntermediate2 weeksEssentials of the Kotlin programming language from Kotlin experts at Google.
123.Shell WorkshopBeginner1 dayA quick, one-lesson introduction to the Unix-style command-line environment.
124.Intro to Theoretical Computer ScienceIntermediate2 monthsBasic concepts in theoretical computer science — such as NP-completeness — and what they imply for solving tough algorithmic problems.
125.Design of Computer ProgramsAdvanced2 monthsNew concepts, patterns, and methods that will expand your coding abilities from programming expert, Peter Norvig.
126.Swift for DevelopersBeginner7 dayA quick practical introduction to Swift basics, including types, variables, constants, and functions.
127.Firebase in a Weekend: AndroidIntermediate2 daysHow to use Firebase. Firebase is an app development platform that provides developers with a variety of tools and a scalable infrastructure to build high-quality apps.
128.Software DebuggingIntermediate2 monthsHow to debug programs systematically, how to automate the debugging process, and build several automated debugging tools in Python.
129.Server-Side SwiftIntermediate2 weeksHow to build server-side Swift applications that run on Linux and in the cloud, including how to use Swift to build a microservices backend.
130. Networking for Web DevelopersBeginner2 weeksExplore the underpinnings of the net with tools like traceroutetcpdump, and nc.
131.Database Systems Concepts & DesignIntermediate16 WeeksDatabase application development methodology to a major real-world project.
132.Intro to PhysicsBeginner2 monthsBasics of physics on location in Italy, the Netherlands, and the UK, by answering some of the discipline’s major questions from over the last 2000 years.
133.Intro to Relational DatabasesIntermediate4 WeeksBasics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.
134.ES6 – JavaScript ImprovedAdvanced4 weeksLearn about the latest features and improvements to the language including new keywords, arrow functions, the Class syntax, Promises, and so much more.
135.Mobile Design and Usability for iOSIntermediate2 weeksHow to use data collected from users to guide prototyping, and conduct user testing with a production app to guide a future redesign.
136.Intro to AJAXIntermediate2 weeksHow to make asynchronous requests with JavaScript (using jQuery’s AJAX functionality), and gain a better understanding of what’s actually happening when you do so. 
137.Intro to AlgorithmsIntermediate4 monthsHow it works by giving you an introduction to the design and analysis of algorithms, enabling you to discover how individuals are connected.
138.The MVC Pattern in RubyIntermediate1 weekHow to organize the code for your web apps, and why it’s important.
139.WeChat Mini Program DevelopmentBeginner4 weeksData queries, parsing, Mini Program interfaces, and then go on to complete their very first Mini Program all within 4 weeks.
140.Asynchronous JavaScript RequestsIntermediate3 weeksThis course covers everything a developer needs to know to asynchronously send and receive data in their web applications.
141.Embedded SystemsIntermediate16 weeksEmbedded Processor Architectures, Software Optimizations, and Advanced Optimizations
142.High-Performance ComputingAdvanced 4 monthsSolid foundations for developing, analyzing, and implementing parallel and locality-efficient algorithms. 
143.HTTP & Web ServersIntermediate1 weekThis course is intended for budding full-stack web developers to master the basics of HTTP, the protocol that underlies all web technology.
144.Advanced Android with KotlinIntermediate2 weeksHow to add a range of advanced features to your app, starting with best practices for using Android’s notification system.
145.Computability, Complexity & AlgorithmsAdvancedNAComputability, Complexity, and Algorithms
146.Advanced Operating SystemsAdvanced5 weeksAdvances that have led to the state-of-the-art operating system that we know today, covering a variety of platforms — cell phones, multi-core, parallel systems, distributed systems, and cloud computing.
147.Passwordless Login Solutions for iOSIntermediate1 weekTwo frameworks for sign-up and authentication: Account Kit, which uses a phone number and code, and Facebook Login for iOS.
148.Version Control with GitBeginner4 weeksEssentials of using the version control system Git. 
149.Firebase in a Weekend: iOSIntermediate2 daysHow to use Firebase. Firebase is an app development platform that provides developers with a variety of tools and a scalable infrastructure to build high-quality apps.
150.Intro to Point & Click App DevelopmentBeginner1 monthHow to build powerful web and mobile apps and host them in the cloud, without writing a line of code.
S/NCourse NameSkill LevelDurationTopics Covered
151.Deploying Applications with HerokuIntermediate1 weekThis course will introduce you to web deployment platforms.
152.Applied CryptographyAdvanced2 monthsLearn all about making and breaking puzzles in computing.
153.Java Programming BasicsBeginner6 weeksThe basic foundation in Java syntax is the first step toward becoming a successful Java developer. 
154.C++ For ProgrammersIntermediate3 weeksC++ for Programmers is designed for students who are familiar with a programming language and wish to learn C++.
155.Intro to BackendIntermediate3 weeksAn overview of a variety of Web backend topics: handling user input, producing templated output, storing information in databases and data stores, and building systems with secure user accounts.
156.JavaScript and the DOMIntermediate4 weeksLearn about the Document Object Model (DOM), how it’s created, and what capabilities it provides. 
157.Firebase Analytics: AndroidIntermediate2 daysHow to grow an app’s user base using Firebase Analytics, a free and unlimited analytics solution. 
158.Configuring Linux Web ServersAdvanced1 weekBasic Linux fundamentals every web developer needs to know to share their web applications with the world!
159.How to Make an iOS AppAdvanced3 monthsThe process of building an iOS app, from brainstorming ideas to publishing on the App Store.
160.Intro to DevOpsAdvanced3 weeksIntroduction to DevOps, The different perspectives of Dev and Ops, and Continuous Integration and Delivery.
161.Google Maps APIsIntermediate2 weeksBuilding a real-estate listings site step-by-step, using a beautifully styled Google map, data visualization, street view panoramas, and various nifty location-related features such as calculating distance between locations, getting directions, and viewing places of interest data.
162.Passwordless Login Solutions for AndroidIntermediate1 weekLearn two frameworks for sign-up and authentication: Account Kit, which uses a phone number and code, and Facebook Login for Android.
163.Mobile Design and Usability for AndroidIntermediate2 weeksHow to use data collected from users to guide prototyping, and conduct user testing with a production app to guide a future redesign.
164.iOS Design PatternsBeginner2 daysExplore popular iOS design patterns — the practical and battle-tested solutions to common problems that are used every day by professional developers.
165.Intro to PsychologyBeginner4 monthsIntroduction to Psychology
166.Engagement & Monetization | Mobile GamesBeginner3 weeksHow to make your game stand out in a very crowded field, and encourage people to pay for game features that will define the ultimate success of your product.
167.Material Design for Android DevelopersIntermediate4 weeksHow to apply the material design principles that define Android’s visual language to your apps.
168.Google Cloud Digital Leader TrainingIntermediate2 weeksFoundational knowledge about cloud technology and data. 
169.Cloud-Native FundamentalsIntermediate1 monthHow to structure, package, and release an application to a Kubernetes cluster, while using an automated CI/CD pipeline.
170.Hybrid Cloud FundamentalsIntermediate1 monthThe importance of security and how to manage virtual machines, including data protection, risk calculation, and creating backups.
171.Getting Started with Google WorkspaceBeginner2 monthsUse of the core Google Workspace applications: Gmail, Google Calendar, Google Drive, Google Docs, Google Sheets, Google Slides, Google Meet, and Google Chat.
172.Rapid PrototypingIntermediate3 weeksThis course will guide you through the iterative process of prototyping an app and conducting user research. 
173.Classification ModelsIntermediate2 weeksFoundational knowledge to use classification models to create business insights.
174.Product DesignIntermediate2 monthsHelp you materialize your game-changing idea and transform it into a product that you can build a business around. 
175.App MarketingIntermediate2 weeksHelp you organize a strategy for identifying your perfect user, find ways to connect with them, and what you’ll say when you find them.
176.App MonetizationIntermediate1 monthThis course blends instruction with real-life examples to help you effectively develop, implement, and measure your monetization strategy, iterating on the model as appropriate.
177.A/B Testing for Business AnalystsIntermediate3 weeksFoundational knowledge to design and analyze A/B tests to create business insights and support decision-making. 
178.How to Build a StartupIntermediate1 monthHow to rapidly develop and test ideas by gathering massive amounts of customer and marketplace feedback.
179.Get Your Startup StartedIntermediate3 weeksHow to pitch your business and secure the funding you’ll need to launch your new company.
180.Managing Remote Teams with UpworkBeginner1 hourThe tools and develop the skills and strategies needed to hire, manage, and optimize remote teams. 
181.Product Manager Interview PreparationBeginner1 weekWhat to expect during a product management interview, and view exclusive interviews with practicing core, data, growth, and AI Product Managers.
182.Cyber-Physical Systems Design & AnalysisAdvanced16 weeksThis course introduces the principles, tools, models, and processes essential to cyber-physical system development, such as model-based development methods, basics of feedback for task scheduling, modern verification, and validation techniques, and their integration into today’s industrial development processes.
183.Differential Equations in ActionIntermediate2 monthsIn this course, you’ll hone your problem-solving skills through learning to find numerical solutions to systems of differential equations. 
184.Self-Driving Fundamentals: Featuring ApolloBeginner4 weeksThrough this course, you will be able to identify key parts of self-driving cars and get to know Apollo architecture. 
185.Craft Your Cover LetterBeginner1 dayYou’ll learn how to research company values, target your pitch, and craft an authentic story that connects with their mission.
186.Refresh Your ResumeBeginner2 daysThrough this course, you will identify the companies you want to work for, and showcase your key achievements to align with their roles.
187.Strengthen Your LinkedIn Network & BrandBeginner1 weekIn this course, you’ll learn strategies and tactics for effective networking.
188.Android Interview PrepIntermediate1 weekYou’ll experience a mock interview, and review a detailed analysis on how to field key industry questions. 
189.Front-End Interview PrepIntermediate1 weekThis course takes you through a mock interview and offers a detailed analysis of how to field key industry questions.
190.Full-Stack Interview PrepIntermediate1 weekYou’ll review common Full Stack Web Developer interview topics like palindrome functions and data structures. 
191.Data Structures & Algorithms in SwiftIntermediate4 weeksThis course will introduce you to common data structures and algorithms in Swift. 
192.iOS Interview PrepIntermediate1 week You’ll review common iOS Developer interview topics ranging from notifications and delegates to the model view controller, and learn best practices for behavioral questions and whiteboard problems.
193.VR Interview PrepIntermediate1 weekYou’ll review common VR Developer interview topics, including 3D graphics and scene optimization. 
194.Real-Time Analytics with Apache StormIntermediate2 WeeksData Analysis, Real-Time Analytics, Apache Storm
195.Eigenvectors and EigenvaluesBeginner1 WeekLinear Algebra, Eigenvectors, and Eigenvalues
196.Website Performance OptimizationIntermediate1 Week
Critical Rendering Path or the set of steps browsers must take to convert HTML, CSS, and JavaScript into living, breathing websites
197.Android Basics: User Interface Beginner2 weeksLearn the basics of Android and Java programming
198.Secure and Private AIAdvanced2 MonthsDifferential Privacy, Federated learning, Encrypted Computation
199.Mobile Design and Usability for iOSIntermediate2 weeksHow to use data collected from users to guide prototyping, and conduct user testing with a production app to guide a future redesign.
200.Computability, Complexity & AlgorithmsAdvancedNAComputability, Complexity, and Algorithms

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Udacity Free Courses Data Structures and Algorithms

S/NCourse NameSkill- LevelDurationTopics Covered
201.Data Structures & Algorithms in SwiftIntermediate4 weeksThis course will introduce you to common data structures and algorithms in Swift. 
202.Computability, Complexity & AlgorithmsAdvancedNAComputability, Complexity, and Algorithms
203.Intro to AlgorithmsIntermediate4 monthsHow it works by giving you an introduction to the design and analysis of algorithms, enabling you to discover how individuals are connected.
204.Introduction to Graduate AlgorithmsAdvanced3 monthsIt works by giving you an introduction to the design and analysis of algorithms, enabling you to discover how individuals are connected.
205.Intro to Theoretical Computer ScienceIntermediate2 monthsIt works by giving you an introduction to the design and analysis of algorithms, enabling you to discover how individuals are connected.

And here the list ends. So, these are the 205 Udacity FREE Courses on Machine Learning and Data Science. I will keep adding more Udacity free courses on machine learning and on other topics.

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Can You get a Job with a Udacity Nanodegree?

It is totally up to you. Because if you complete the Nandodegree with full dedication and gain the required skills, then there is a high chance that you will get a job. But Udacity doesn’t guarantee you.

In industry, most of the time working experience in a project is required. And Udacity focuses on this aspect. That’s why their Nanodegree programs are more focused on projects and practical knowledge.

Another best thing about Udacity is its career services. You can take advantage of their career services. Udacity provides the following career services- Resume Review, Cover letter review, LinkedIn review, and GitHub review. These career services are included in all Nanodegree programs.

Many Nanodegree graduates have gotten jobs. Udacity has surveyed over 4,200 Udacity students and the survey results showed that nearly 70% of Udacity students surveyed indicated that a Nanodegree program helped them advance their careers. And you can check Top Companies that Hired Udacity Graduates here. Now let’s see Udacity’s Pros and Cons. Because without discussing Udacity Pros and Cons this Udacity Nanodegree review is incomplete.

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Udacity Pros and Cons

Udacity has many competitors but still, Udacity is in demand due to its pros. So let’ see what are the Udacity Pros-

  1. High-Quality Content
  2. Lots of FREE Courses
  3. Best Mentor Support
  4. Top Quality Real-World Projects
  5. Good Community and Discussion Forum
  6. Easy to Use User Interface
  7. Best Career Service

Now, let’s understand these Udacity Pros in detail-

1. High-Quality Content

Udacity provides top-quality content even in the Free courses. This feature makes Udacity Unique from other MOOCs platforms. The reason behind top-quality content is that Udacity’s courses have partnerships with some reputed organizations for example Facebook, Google, Nvidia, and Amazon. 

2. Lots of FREE Courses

Udacity has around 205 Free courses with good quality content. Which is very rare in other MOOCs platforms. These Udacity free courses are a good place to start and get a basic understanding of the topic.

3. Best Mentor Support

When you enroll in Udacity Nanodegree program, a one-to-one mentorship is provided by Udacity. This mentor will guide you throughout the program. You can ask your queries to the mentor. Mentor Support is very helpful when you work on projects. Because while working on a project, you may have various queries, which you can ask your mentor. This Udacity’s Mentor support feature is amazing.

4. Top Quality Real-World Projects

As I mentioned earlier that Udacity focuses on project-based learning. And Udacity has High-quality graded student projects. These projects will provide practical experience in the particular field. For example, if you are in the programming field, then the project is related to creating a real-world application. And these projects are guided by an assigned mentor.

5. Good Community and Discussion Forum

Udacity has a big and supportive community. In this community, you can ask your queries to other members. When you enroll in a Nanodegree program, then you will get access to the Udacity community. You can discuss questions with other students along with your mentor. It feels like a live classroom.

6. Easy to Use User Interface

The user interface of Udacity is easy to use and you can easily navigate and find out the courses. Udacity is working on its UI for the past few years. And now the Udacity interface is appealing. The best thing about the Udacity interface is that you can jump back to previous or upcoming lessons whenever you want.

7. Best Career Service

Udacity not only provides content but also provides career service. And this career service is included in all Nanodegree programs. Udacity will help you to prepare your resume, help to optimize your LinkedIn profile, and provide interview preparation tips. This feature makes Udacity unique from others.

So these are Udacity Pros, now let’s see what are the Udacity Cons-

1. Expensive

Udacity Nanodegree programs are a bit expensive as compared to other MOOCs platforms. So your pocket has to bear an extra burden.

2. Udacity doesn’t have any App

Udacity had an IOS and android app, but they removed the App in 2019. So now Udacity doesn’t have any IOS and android apps. Most of the time we study on our smartphones and outside the house. And in this case, it is difficult to study Udacity’s website on mobile. But according to the sources, the Udacity team is working on the IOS and android app development.

3. No Lifetime Access to the Course Material

As we know that in Udemy, we will get lifetime access to the course material. But in Udacity, this is not the case. After completing the Nanodegree program, you will not access the course material. Maybe Udacity does this to avoid misuse and students can’t access Nanodegrees through sharing accounts.

So these are Udacity’s Pros and Cons.

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I hope these 205 Udacity FREE Courses on Machine Learning and Data Science will definitely help you to enhance your data science and machine learning skills. If you have any doubts or questions regarding Udacity free courses on machine learning, etc, feel free to ask me in the comment section.

USE “MLTUT25 to get 25% OFF on Udacity.

All the Best!

Enjoy Learning!

Thank YOU!

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Though of the Day…

Anyone who stops learning is old, whether at twenty or eighty. Anyone who keeps learning stays young.

– Henry Ford

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Written By Aqsa Zafar

Founder of MLTUT, Machine Learning Ph.D. scholar at Dayananda Sagar University. Research on social media depression detection. Create tutorials on ML and data science for diverse applications. Passionate about sharing knowledge through website and social media.

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