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IBM AI Developer Professional Certificate

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IBM

IBM AI Developer Professional Certificate

Kickstart your career in artificial intelligence. Learn Python, build a chatbot, explore machine learning and computer vision, and leverage IBM Watson.

Abhishek Gagneja
Joseph Santarcangelo
Rav Ahuja

Instructors: Abhishek Gagneja

209,647 already enrolled

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Earn a career credential that demonstrates your expertise
4.6

(11,207 reviews)

Beginner level
No prior experience required
Flexible schedule
3 months at 10 hours a week
Learn at your own pace
Build toward a degree
Earn a career credential that demonstrates your expertise
4.6

(11,207 reviews)

Beginner level
No prior experience required
Flexible schedule
3 months at 10 hours a week
Learn at your own pace
Build toward a degree

What you'll learn

  • Understand the definition of AI, its applications and use cases, and explain terms like machine learning, deep learning, and neural networks 

  • Create AI chatbots and virtual assistants without any programming and deploy them on a website 

  • Build AI-powered solutions using IBM Watson AI services, APIs, and Python with minimal coding 

  • Apply computer vision techniques using Python, OpenCV, & Watson and develop custom image classification models and deploy them to the Cloud 

Skills you'll gain

Details to know

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Taught in English

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Advance your career with in-demand skills

  • Receive professional-level training from IBM
  • Demonstrate your technical proficiency
  • Earn an employer-recognized certificate from IBM

Professional Certificate - 6 course series

Introduction to Artificial Intelligence (AI)

Introduction to Artificial Intelligence (AI)

Course 112 hours

What you'll learn

  • Explain the fundamental concepts and applications of AI in various domains.

  • Describe the core principles of machine learning, deep learning, and neural networks, and apply them to real-world scenarios.

  • Analyze the role of generative AI in transforming business operations, identifying opportunities for innovation and process improvement.

  • Design a generative AI solution for an organizational challenge, integrating ethical considerations.

Skills you'll gain

Category: Natural Language Processing
Category: Generative AI
Category: Robotics
Category: Risk Mitigation
Category: Business Logic
Category: Responsible AI
Generative AI: Introduction and Applications

Generative AI: Introduction and Applications

Course 28 hours

What you'll learn

  • Describe generative AI and distinguish it from discriminative AI.

  • Describe the capabilities of generative AI and its use cases in the real world.

  • Identify the applications of generative AI in different sectors and industries.

  • Explore common generative AI models and tools for text, code, image, audio, and video generation.

Skills you'll gain

Category: Generative AI
Category: ChatGPT
Category: Machine Learning
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Prototyping
Category: Deep Learning
Generative AI: Prompt Engineering Basics

Generative AI: Prompt Engineering Basics

Course 39 hours

What you'll learn

  • Explain the concept and relevance of prompt engineering in generative AI models. 

  • Apply the best practices for creating prompts.

  • Assess commonly used tools for prompt engineering.

  • Apply common prompt engineering techniques and approaches for writing effective prompts.

Skills you'll gain

Category: Prompt Engineering
Category: Prompt Patterns
Category: Context Management
Category: ChatGPT
Category: AI Workflows
Category: Decision Making
Category: Generative AI
Building AI Powered Chatbots Without Programming

Building AI Powered Chatbots Without Programming

Course 414 hours

What you'll learn

  • The job-ready chatbot skills businesses need in just 6 weeks! No programming experience required.

  • How to embed an AI powered recommendation system into a chatbot to ensure personalized customer service.

  • How to implement and test complex workflows within chatbot actions to enhance user interactions.

  • Hands-on experience deploying a chatbot in a real-world scenario.

Skills you'll gain

Category: Context Management
Category: IBM Cloud
Category: Interaction Design
Category: Generative AI
Category: WordPress
Category: Application Deployment
Category: AI Workflows
Category: Customer Service
Category: No-Code Development
Category: Self Service Technologies
Category: Workflow Management
Category: Prompt Engineering
Category: Operational Efficiency
Category: Model Deployment
Category: ChatGPT
Category: Cloud Deployment
Python for Data Science, AI & Development

Python for Data Science, AI & Development

Course 525 hours

What you'll learn

  • Develop a foundational understanding of Python programming by learning basic syntax, data types, expressions, variables, and string operations.

  • Apply Python programming logic using data structures, conditions and branching, loops, functions, exception handling, objects, and classes.

  • Demonstrate proficiency in using Python libraries such as Pandas and Numpy and developing code using Jupyter Notebooks.

  • Access and extract web-based data by working with REST APIs using requests and performing web scraping with BeautifulSoup.

Skills you'll gain

Category: Python Programming
Category: Pandas (Python Package)
Category: Web Scraping
Category: NumPy
Category: Data Structures
Category: File I/O
Category: Jupyter
Category: Object Oriented Programming (OOP)
Category: Application Programming Interface (API)
Category: JSON
Category: Data Import/Export
Category: Automation
Category: Data Processing
Category: Computer Programming
Category: Data Analysis
Category: Data Manipulation
Category: Programming Principles
Category: Restful API
Category: Scripting
Developing AI Applications with Python and Flask

Developing AI Applications with Python and Flask

Course 611 hours

What you'll learn

  • Describe the steps and processes involved in creating a Python application including the application development lifecycle

  • Create Python modules, run unit tests, and package applications while ensuring the PEP8 coding best practices

  • Build and deploy web applications using Flask, including routing, error handling, and CRUD operations.

  • Create and deploy an AI-based application onto a web server using IBM Watson AI Libraries and Flask

Skills you'll gain

Category: Flask (Web Framework)
Category: Python Programming
Category: Unit Testing
Category: Restful API
Category: Web Applications
Category: Code Review
Category: Application Deployment
Category: AI Enablement
Category: Artificial Intelligence
Category: Programming Principles
Category: Server Side
Category: Debugging
Category: Integrated Development Environments

Earn a career certificate

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Build toward a degree

When you complete this Professional Certificate, you may be able to have your learning recognized for credit if you are admitted and enroll in one of the following online degree programs.¹

 

Instructors

Abhishek Gagneja
IBM
6 Courses258,730 learners
Joseph Santarcangelo
IBM
36 Courses2,292,354 learners
Rav Ahuja
IBM
56 Courses4,637,627 learners

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IBM

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¹Based on Coursera learner outcome survey responses, United States, 2021.