AI And Machine Learning Courses

Check some AI and Machine learning courses with industry-oriented curricula and mentorship from industry level mentors. AI and Machine learning is a top in-demand skill with a wide range of career opportunities in the coming years. Explore the ten AI and machine learning courses in the tutorial below.

10 AI And Machine Learning Courses Free & Paid

1. PW Skills Data Science with Generative AI Course

Course Outline

• Introduction to Python
• Statistics and Machine Learning 
• Deep Learning 
• Natural Language Processing
• Generative AI 
• Power BI

Key Highlights

• Build a Diverse Project Portfolio with capstone projects
• The duration of the Course is 6 months with instructor led live sessions and lecture recordings available for download
• Doubt Clearing sessions with 24x7 Support
• Module level assignments and Practice Exercises
• Q&A Forums with Interview Opportunities 
• Community Networking and Email Support
• The overall Course fee is only INR 20,000/- 

2. Generative AI Bootcamp with PW Skills

Course Outline 

• Introduction to Artificial Intelligence
• Evolution of Generative AI Models
• Understanding Generative AI
• How Generative AI works
• Overview of Popular Generative AI tools
• Application of Generative AI across industries
• Prompt Engineering 
• Ethical, Logical and Social Implications of Generative AI

Key Highlights

• Build a Diverse Project Portfolio with capstone projects
• The duration of the Course is 6 months with instructor led live sessions and lecture recordings available for download
• Doubt Clearing sessions with 24x7 Support
• Module-level assignments and Practice Exercises
• Q&A Forums with Interview Opportunities 
• Community Networking and Email Support
• The overall Course fee is only INR 35,000/- 

3. Machine Learning and AI with Python with Harvard University

Course Outline

• Learn about advanced data science techniques, decision trees, random forests, logistic regression and machine learning models. 
• Learn how to train your model and machine learning algorithms
• Know about overfitting and underfitting data in machine learning 
• Build a strong foundation in Generative AI applications and tools
• Learn how to integrate Python libraries in AI and machine learning algorithms

Key Highlights 

• The Duration of this AI and machine learning Course is 1 months and 2 weeks
• This is a self paced course that consist of pre-recorded tutorials 
• The Complete course with certificate cost you $299 only
• The complete tutorials are available on edX.

4. IBM AI Developer Professional Certificate on Coursera 

Course Outline

• Learn job ready skills from experienced instructors in AI and machine learning
• Build generative-powered Applications with various programming, machine learning models and AI technologies 
• Learn the fundamentals of AI, applications, and use cases of new age generative AI 
• Use Python, Flask, and other Python libraries to build and deploy your applications on the web.
• Build your AI powered chatbots
• Learn Software development lifecycle, Large Language Models (LLMs), Natural Language Generation, Generative AI, and other basics within this AI and Machine Learning Course

Key Highlights 

• The Duration of this AI and Machine Learning Course is 6 months
• Get tutored by IBM team experts.
• This course has 4.6 ⭐ out of 5 on Coursera Platform
• This course is suitable for beginners 
• Mode of the course is self paced with pre-recorded learning videos

5. Complete AI & Machine Learning, Data Science Bootcamp On Udemy

Course Outline

• Learn Deep Learning, Machine Learning, Neural Networks and other Machine learning models with latest Tensorflow 2.0
• Build and work on data science projects with AI and Machine learning 
• Use modern tools from top tech companies like Google, Amazon and Meta
• Learn to choose the best suitable machine learning models based on your project
• Master data preprocessing, data cleaning and data analysis of large and complex datasets
• Learn Python Libraries like NumPY, Scikit Learn, Pandas, and others for handling large datasets.
• Explore complex datasets using data visualization tools like Seaborn and Matplotlib

Key Highlights 

• The Course provides 43.5 hours on recorded learning videos
• Learning materials and resources available
• Over 60 articles and coding exercises.
• The Course consists of 4.6 ⭐ out of 5 on Udemy
• This AI and Machine Learning Course is provided by Andrei Neagoie, and Daniel Bourke

6. Online Machine Learning Course by Stanford University

Course Outline 

• Learn deep learning techniques and machine learning algorithms
• Become familiar with Generative AI ethics and tools
• Learn about Support Vector Machines (SVM), Supervised and unsupervised learning algorithm in Machine learning
• Become more productive in foundational aspects of development and machine learning algorithms 
• Conduct error analysis, bias variance and implement machine learning models

Key Highlights

• This AI and Machine Learning Course is available online with a scheduled learning program.
• The program fees is $1,750.00 
• There are over 10 modules within the course which can be accessed for 90 days (3 months)
• The course materials, and assignments are available on the profile portals on Stanford website.
• Get certification after completing assignments and a score of at least 70% or more.

7. Udacity Introduction to Machine Learning Course 

Course Outline 

• Introduction to Machine Learning Course
• Artificial Intelligence and Gen AI Models
• Machine learning algorithms like SVM, Decision trees, Naive Bayes, Regressions, etc
• Learn feature selection and clustering in machine learning
• Get familiar with Generative AI ethics and principles of implementation

Key Highlights

• This AI and Machine Learning Course is available online with a scheduled learning program.
• The program fees is $1,750.00 
• There are over 10 modules within the course which can be accessed for 90 days (3 months)
• The course materials,  assignments are available on the profile portals on the Stanford website.
• Get certification after completing assignments and a score of at least 70% or more.

8. Google Deep Learning Course on Coursera 

Course Outline 

• Develop knowledge of Machine Learning and Deep Learning 
• Get familiar with Deep Neural Networks and Convolutional Neural Networks 
• Deep models for text and sequences
• Advanced software and tools to implement deep learning models 
• Work on dedicated assignments on Deep learning

Key Highlights

• This Course is provided by Google on Udacity
• No prior experience is required for enrollment 
• Get 24x7 help from Subject Matter Experts
• Improve your skills 
• The course is covered by Vincent Vanhouchke and Arpan Chakraborty.

9. Machine Learning Fundamentals and Algorithms With Carnegie Mellon University

Course Outline 

• Introduction to Generative AI 
• Decision trees, K-nearest Neighbors
• Model Selection for machine learning 
• Linear regression
• Optimization of machine learning models
• Binary logistic regression 
• Neural Networks and backward propagation
• K-means and other paradigms

Key Highlights

• Master implementing decision trees, KNN algorithm, CNN, and other algorithms.
• Suitable for Software engineers, software developers, automation engineer, design engineers
• Enroll in the AI and machine learning courses on the official website of Carnegie Mellon University.
• Leverage cohort-based learning for high completion on time.
• The duration of the course is 10 weeks (2 months 2 weeks)
• The Complete course fee is $2,500

10. Applied Machine Learning Course on Columbia Engineering

Course Outline 

• Python libraries for analysis 
• Supervised and unsupervised learning techniques 
• Deep Learning 
• Natural Language Processing
• Introduction to Generative AI
• Machine Learning algorithms
• AI Models and tools
• Selecting Data models and automating processes
• Fundamentals of Python with popular data science packages
• Learn to build regression models
• Create data models, classification models, and unsupervised learning models. 
• Data Visualization and Data Cleaning Skills

Key Highlights 

• Faculty Video Tutorials available in recorded mode
• Quizzes, assignments, and Q&A sessions online
• The duration of this AI and Machine learning courses is 10 weeks
• Over 12 hands-on application projects based on AI and Machine Learning
• Programming oriented course with knowledge of Python Libraries, Linear Algebra, probability, Calculus, etc.
• The complete course fee is $2,350/-. 

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