Best Udacity Courses
Find Out Best Udacity Courses for Machine Learning and Data Science at One Place!
USE “MLTUT25“ to get 25% OFF on Udacity.
Generative AI Courses
Generative AI
Start your journey into Generative AI! First, learn the basics in an intro course. Then, become a pro at making text with Big Language Models. Next, understand how to create images with computers. Finally, use AI in real life. From learning the basics to making cool chatbots and AI helpers, this program will give you job-ready skills in Generative AI!
Generative AI Fundamentals
Explore generative AI with this course! Discover its basics and how it connects to other AI innovations. Learn about various generative models and how they operate. Utilize tools like PyTorch and Hugging Face to develop deep learning models. Customize pre-trained models for specific tasks. In the project, apply parameter-efficient fine-tuning (PEFT) to adapt large models with minimal computational resources.
GitHub Copilot
Copilot is a new service from GitHub that helps software engineers while they’re coding. In this course, you’ll learn how Copilot can make your development work better. You’ll see how Copilot works and get to try it out yourself.
Large Language Models (LLMs) & Text Generation
Learn more about how computers understand and create language. Find out how to make a personalized chatbot using machine learning tricks like unsupervised learning, prompt engineering, and retrieval augmented generation. Start with an explanation of different language models and how they work. Then, explore the details, like how computers process language and modern methods. Finally, create a useful language model program using your own data.
Computer Vision and Generative AI
Discover how computers handle and comprehend image information. Then, use the newest Generative AI models to craft fresh images.
Programming for Data Science with R
Prepare for a data science career by learning the fundamental data programming tools: R, SQL, command line, and git.
Building Generative AI Solutions
The Generative AI Solutions course gives a detailed look into AI development and design, concentrating on practical skills and theory. It teaches semantic search, explaining how AI understands and answers human language, and vector databases for handling complex AI data. The course also looks into LangChain for making language models and real-life uses of AI in different areas. This program prepares learners to build advanced, easy-to-use AI systems.
Generative AI Fluency
This course provides a comprehensive high-level overview of Generative AI, starting with foundational concepts and terminology and then delving into specific applications such as Large Language Models (LLMs) for text generation and diffusion-based models image creation. Key lessons include an in-depth look at LLMs, AI image generation methods, and hands-on experience with tools like DALL-E and Midjourney. The course concludes by addressing practical aspects of deploying Generative AI in production environments, focusing on data collection, prompt execution, maintenance, and orchestration strategies.
Generative AI for Business Leaders
The Generative AI for Business Leaders course is tailored to equip leaders with a roadmap for implementing effective AI projects and strategies within their organizations. You’ll discover how to organize your team, workflows, and technologies to unlock the significant benefits Generative AI offers in terms of innovation, cost efficiency, and expansion. Additionally, you’ll develop a 100-day project plan to implement Generative AI effectively.
Building a Custom OpenAI Chatbot
In this course, you’ll create a custom Q&A bot powered by OpenAI! Throughout the journey, you’ll explore how OpenAI functions and how its robust language processing capabilities can be utilized to develop a functional Q&A bot. This bot will be capable of providing insightful answers to questions and impressing others with its knowledge. The process begins by establishing an unsupervised machine-learning workflow to match the user’s question with the relevant context in the dataset. Then, this workflow is used to send a customized prompt, including this context, to an OpenAI text completion model. The outcome? A tailored response that better aligns with the user’s need for accurate data on recent events.
Building Generative AI Solutions with Vector Databases
This lesson discusses vector databases, which play a vital role in improving AI’s ability to remember things over the long term. It covers fundamental ideas, methods for retrieval, and more advanced indexing techniques.
How to Use ChatGPT Fluency
This learning experience will walk you through using ChatGPT, a large language model created by OpenAI. You’ll gain a deep understanding of the technology behind ChatGPT and learn how to design prompts effectively while exploring its strengths, weaknesses, and training process. Whether you’re a digital professional, AI enthusiast, or someone interested in AI, this course will teach you how to create useful prompts, generate good responses, and understand the model’s outputs. With practical, industry-focused exercises, you’ll learn to use ChatGPT’s conversational AI abilities to produce content, analyze information, and develop sophisticated AI tools.
USE “MLTUT25“ to get 25% OFF on Udacity.
Data Science Courses
Data Science for Business Leaders
Master the strategic decision-making skills for the people, platforms, and processes required to leverage the power of Data Science in your business.
Become a Data Product Manager
Leverage data to build products that deliver the right experiences, to the right users, at the right time. Lead the development of data-driven products that position businesses to win in their market.
Learn SQL
Master SQL, the core language for Big Data analysis, and enable insight-driven decision-making and strategy for your business.
Data Streaming
Learn the skills to take you into the next era of data engineering. Build real-time applications to process big data at scale.
Business Analytics
Gain foundational data skills applicable to any industry. Collect and analyze data, model business scenarios, and communicate your findings with SQL, Excel, and Tableau.
Programming for Data Science with R
Prepare for a data science career by learning the fundamental data programming tools: R, SQL, command line, and git.
Become a Data Scientist
Gain real-world data science experience with projects designed by industry experts. Build your portfolio and advance your data science career.
Data Visualization
Combine data, visuals, and narrative to tell impactful stories and make data-driven decisions.
Become a Data Analyst
Use Python, SQL, and statistics to uncover insights, communicate critical findings, and create data-driven solutions
Programming for Data Science with Python
Prepare for a data science career by learning the fundamental data programming tools: Python, SQL, command line, and git.
Predictive Analytics for Business
Learn to apply predictive analytics and business intelligence to solve real-world business problems
Become a Data Engineer
Data Engineering is the foundation for the new world of Big Data. Enroll now to build production-ready data infrastructure, an essential skill for advancing your data career.
Become a Data Architect
Learn how to plan, design, and implement enterprise data infrastructure solutions and create the blueprints for your organization’s data success.
Data Analysis and Visualization with Microsoft Power BI
Meet the growing demand for data analysis and visualization professionals by gaining the Power BI skills that top companies want.
Digital Freelancer
Meet the growing demand for digital freelancers by building your personal brand and starting a successful online business.
Privacy Engineer
Master the job-ready skills you need to be a successful privacy engineer and start turning privacy requirements into technical realities.
Data Engineering with Microsoft Azure
Master the job-ready skills you need to succeed as a Microsoft Azure data engineer like designing data models and utilizing other in-demand components of the cloud computing service.
Machine Learning Courses
Become a Machine Learning Engineer for Microsoft Azure
Strengthen your machine learning skills and build practical experience by training, validating, and evaluating models using Azure Machine Learning.
AI for Healthcare
Be at the forefront of the revolution of AI in Healthcare, and transform patient outcomes. Enable enhanced medical decision-making powered by machine learning to build the treatments of the future.
Intro to Machine Learning with TensorFlow
Learn foundational machine learning techniques – from data manipulation to unsupervised and supervised algorithms.
Become an AI Product Manager
Learn to develop AI products that deliver business value. Build skills that help you compete in the new AI-powered world.
Intro to Machine Learning with PyTorch
Learn foundational machine learning techniques — from data manipulation to unsupervised and supervised algorithms.
AI Programming with Python
Learn Python, NumPy, pandas, Matplotlib, PyTorch, Calculus, and Linear Algebra—the foundations for building your own neural network.
Artificial Intelligence for Trading
Complete real-world projects designed by industry experts, covering topics from asset management to trading signal generation. Master AI algorithms for trading, and build your career-ready portfolio.
Become a Computer Vision Expert
Master the computer vision skills behind advances in robotics and automation. Write programs to analyze images, implement feature extraction, and recognize objects using deep learning models.
Become a Natural Language Processing Expert
Master the skills to get computers to understand, process, and manipulate human language. Build models on real data, and get hands-on experience with sentiment analysis, machine translation, and more.
Become a Deep Reinforcement Learning Expert
Learn the deep reinforcement learning skills that are powering amazing advances in AI. Then start applying these to applications like video games and robotics.
Expand Your Knowledge of Artificial Intelligence
Learn the deep reinforcement learning skills that are powering amazing advances in AI. Then start applying these to applications like video games and robotics.
Deep Learning
Learn to leverage the capabilities of deep learning tools to fix complex problems and unlock next-level results for enterprises.
AI for Business Leaders
Master the foundations of artificial intelligence so you can strategically implement AI in your company. Leverage machine learning technologies to power corporate growth, increase efficiency and enhance customer experiences.
Machine Learning DevOps Engineer
Up your game by streamlining the integration of machine-learning models and deploying them to a production-level environment.
Digital Freelancer
Meet the growing demand for digital freelancers by building your personal brand and starting a successful online business.
AWS Machine Learning Engineer
Meet the growing demand for machine learning engineers and master the job-ready skills that will take your career to new heights.
AI Engineer using Microsoft Azure
Meet the growing demand for Azure AI engineers and learn to design, build, and implement machine learning models, using Microsoft Azure.
Cloud Computing Courses
Become a Cloud DevOps Engineer
Companies are looking for talented DevOps engineers to remain competitive in this agile world. Enroll now to operationalize infrastructure at scale and deliver applications and services at high velocity, an essential skill for advancing your career.
Become a Cloud Developer
Cloud development is the foundation for the new world of software development. Enroll now to build and deploy production-ready full-stack apps at scale on AWS, an essential skill for advancing your web development career.
Become an AWS Cloud Architect
Lead your organization’s cloud computing strategy as an AWS Cloud Architect. Plan, design, and build secure, high-availability cloud infrastructure.
Cloud DevOps using Microsoft Azure
Learn to develop and deploy cloud-based applications on Microsoft Azure, the cloud services platform used by 95% of Fortune 500 companies.
Become a Cloud Developer using Microsoft Azure
Learn to develop and deploy cloud-based applications on Microsoft Azure, the cloud services platform used by 95% of Fortune 500 companies.
Cloud Computing for Business Leaders
Gain the technical understanding to make tough, IT-driven decisions that unlock the value of cloud computing in your organization.
Cloud Native Application Architecture
Meet the growing demand for cloud-native architects and learn to identify the best application architecture solutions for an organization’s needs.
Cloud Architect using Microsoft Azure
Meet the growing demand for Azure cloud architects and learn the skills to translate business requirements into technical specifications for reliable, scalable, and secure cloud infrastructure using Microsoft Azure.
Data Engineering with Microsoft Azure
Master the job-ready skills you need to succeed as a Microsoft Azure data engineer like designing data models and utilizing other in-demand components of the cloud computing service.
Find FREE Udacity Courses Here
200 Udacity FREE Courses on Machine Learning and Data Science