Udacity Courses for free
Level – Beginner
Explore below free courses from udacity
Course Cost – FREE
Timeline – Approx. 4 weeks
About Course – Beginning with the SQL Basics, SQL Joins, SQL Aggregations and At last learn Subqueries, data cleaning, window functions and Temp Tables.
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2. Introduction To Python Programming
Course Cost – FREE
Timeline – Approx. 5 weeks
About Course – First start with the understanding why python programming, control flow, following learn the topics Scripting, data types, operators and functions.
Course Cost – FREE
Timeline – Approx. 2 weeks
About Course – Initially you will start with the basic concepts like what is JavaScript, data types & variables, conditions, likewise learn the loops, functions, arrays and objects.
Course Cost – FREE
Timeline – Approx. 3 weeks
About Course – Learn about HTML and CSS Syntax, In addition course covers the topics HTML and CSS Syntax Problem Set.
5. Intro To TensorFlow for Deep Learning
Course Cost – FREE
Timeline – Approx. 2 Months
About Course – Course begins with Introduction to machine learning and convolutional neural networks(CNNS), Time series forecasting, natural language processing, Transfer learning, saving & loading models and Introduction to tensorflow lite.
6. Introduction to TensorFlow Lite
Course Cost – FREE
Timeline – Approx. 2 Months
About Course – Course is all about Tensorflow lite, starting from tensorflow lite introduction, tensorflow lite on android, tensorflow
lite on swift and tensorflow lite on IOT.
7. Self Driving Fundamentals: Featuring Apollo
Course Cost – FREE
Timeline – Approx. 4 Weeks
About Course – Learn Self driving overview, Lacalization, Prediction, Perception, HD Map, Control and planning.
Course Cost – FREE
Timeline – Approx. 1 Month
About Course – you will learn AI introduction fundamentals with Azure, AI and ML core concepts, Conversational AI, computer vision,
Machine learning and Natural Language Processing.
9. Intro to Descriptive Statistics
Course Cost – FREE
Timeline – Approx. 2 Months
About Course – Intro to research methods, Sampling distributions, Normal Distribution, Variability, Visualizing data, Standardizing,
Central Tendency.
10. Eigenvectors and Eigenvalues
Course Cost – FREE
Timeline – Approx. 1 Weeks
About Course – Three Topics covered in this course like Vectors, Definitions and calculation and why is the relevant to machine learning.
Course Cost – FREE
Timeline – Approx. 2 Months
About Course – all about cloud computing, fundamental concepts of cloud, cloud databases and serverless architecture, AWS console,
accessing cloud services and compute services
Level – Intermediate
12. Advanced Android with Kotlin
Course Cost – FREE
Timeline – Approx. 2 Months
About Course – This course takes you beyond the basics of android app. you will have advanced features to learn, firstly go with android
notification system, clip custom views, adding animations, maps, style, catching and fixing bugs, testing apps and many more
13. AWS Machine Learning Foundations Course
Course Cost – FREE
Timeline – Approx. 2 Months
About Course – This is the foundational course which prepares you for advanced machine learning concepts. Learn all about reinforcement machine learning, computer vision and AWS AI devices, AWS DeepRacer, AWSDeepComposer, AWS DeepLens. learn the concepts for building the machine learning models & evaluating the machine learning models using AWS Amazon SageMaker.
Course Cost – FREE
Timeline – Approx. 2 Months
About Course – Learn the full lifecycle of AIoT and AIoT use cases and how to design business model, how to create a development plan and also learn about how to operate the AIoT system. learn the benefits of AIoT technologies and get the real life examples. this is intermediate level course which is self paced and also provide a free learning and interactive quizzes. it takes approx. 2 months to complete this full course.
15. Machine Learning Unsupervised Learning
Course Cost – FREE
Timeline – Approx. 1 Months
About Course – Unsupervised Learning concept in machine learning is analyzed data and look for patterns which is a pattern recognition
method. learn this powerful tool and use this tool to identify structures in data. this course will take you through all the approach of unsupervised learning of machine learning like clustering , transformation, randomized optimization and feature selection and get to know the method to find structure in unlabeled data.
16. Linear Algebra Refresher Course
Course Cost – FREE
Timeline – Approx. 4 Months
About Course – This is course refresher for anyone who wants to refresh the basic concept on linear algebra. this course helps you to learn the linear algebra concept and apply that in computer program also functions of linear algebra and use it in solving real world problems.
17. Big Data Analytics in Healthcare
Course Cost – FREE
Timeline – Approx. 2 Months
About Course – Big data analytics used in every industry. this course is mainly focusing about the big data analytics in healthcare. you will learn all about data analytic algorithms and systems to apply in healthcare applications. there are so much of medical data are
available for pharmaceuticals, providers and for payers. This data creates challenges in analysis. using big data analytics it will improve in care delivering and whole healthcare process.
18. Intel® Edge AI Fundamentals with OpenVINO™
Course Cost – FREE
Timeline – Approx. 1 Months
About Course – This is the foundational course on AI Technology which makes you ready for learn and use this concept in real word for developing a AI application. you will learn about OpenVINO toolkit and also deployment capabilities for edge applications. you will also learn fast track development for application of deep learning.
Course Cost – FREE
Timeline – Approx. 4 Months
About Course – This course is all about the fundamentals of artificial intelligence graduate level course which provides the concepts of probability, classical search and machine learning planning and logic. this is intermediate and free course provided to prepare advance level concept AI technology. it takes 4 months to complete this fundamental course.
20. Intro to Hadoop and MapReduce
Course Cost – FREE
Timeline – Approx. 1 Months
About Course – This is free udacity course gives you overview of introduction on MapReduce and Hadoop technology. you will learn the fundamental principle and power of their uses and concepts for distributed computing and big data.
