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AI+ Developer™

# AT-310

Master AI Development: From Fundamentals to Advanced Tools

The AI+ Developer™ certification provides a comprehensive learning path into core AI development concepts. Designed for aspiring developers, this program covers key areas like Python programming, data processing, deep learning, and algorithm optimization. Participants will gain hands-on experience in Natural Language Processing (NLP), Computer Vision, and Reinforcement Learning, enabling them to solve real-world challenges effectively. The curriculum includes advanced modules on time series analysis, model explainability, and cloud-based deployment strategies. Upon completion, learners will hold the expertise to tackle complex AI system design and deployment, making them industry-ready.

$495.00

What’s included?

One-year subscription (with all updates):

High-Quality Videos and E-Book
AI Mentor for Personalized Guidance
Quizzes, Assessments and Course Resources
Proctored Exam With 1 Free Retake
Exam Study Guide
Hands-on labs

Prerequisites

Basic Math Knowledge: High-school-level algebra and statistics are desirable.
Computer Science Fundamentals: Familiarity with variables, functions, loops, and data structures like lists and dictionaries.
Programming Skills: A foundational understanding of coding is recommended.

Exam Details

What Will You Learn?

Python Programming Proficiency

Gain a strong foundation in Python for building AI algorithms, processing data, and creating scalable AI applications.

Cloud Computing in AI Development

Explore cloud-based solutions using AWS, Google Cloud, and Microsoft Azure for deploying scalable AI systems.

Deep Learning Techniques

Master deep learning frameworks for challenges in image recognition, natural language processing, and predictive analytics.

Project Management in AI

Acquire skills to manage AI projects, including planning, resource allocation, and stakeholder communication.

Certification Modules

Certification Overview

Course IntroductionPreview

Module 1: Foundations of Artificial Intelligence

1.1 Introduction to AI
1.2 Types of Artificial Intelligence
1.3 Branches of Artificial Intelligence
1.4 Applications and Business Use Cases

Module 2: Mathematical Concepts for AI

2.1 Linear Algebra
2.2 Calculus
2.3 Probability and Statistics
2.4 Discrete Mathematics

Module 3: Python for Developer

3.1 Python Fundamentals
3.2 Python Libraries

Module 4: Mastering Machine Learning

4.1 Introduction to Machine Learning
4.2 Supervised Machine Learning Algorithms
4.3 Unsupervised Machine Learning Algorithms
4.4 Model Evaluation and Selection

Module 5: Deep Learning

5.1 Neural Networks
5.2 Convolutional Neural Networks (CNNs)
5.3 Recurrent Neural Networks (RNNs)

Module 6: Computer Vision

6.1 Image Processing Basics
6.2 Object Detection
6.3 Image Segmentation
6.4 Generative Adversarial Networks (GANs)

Module 7: Natural Language Processing

7.1 Text Preprocessing and Representation
7.2 Text Classification
7.3 Named Entity Recognition (NER)
7.4 Question Answering (QA)

Module 8: Reinforcement Learning

8.1 Introduction to Reinforcement Learning
8.2 Q-Learning and Deep Q-Networks (DQNs)
8.3 Policy Gradient Methods

Module 9: Cloud Computing in AI Development

9.1 Cloud Computing for AI
9.2 Cloud-Based Machine Learning Services

Module 10: Large Language Models

10.1 Understanding LLMs
10.2 Text Generation and Translation
10.3 Question Answering and Knowledge Extraction

Module 11: Cutting-Edge AI Research

11.1 Neuro-Symbolic AI
11.2 Explainable AI (XAI)
11.3 Federated Learning
11.4 Meta-Learning and Few-Shot Learning

Module 12: AI Communication and Documentation

12.1 Communicating AI Projects
12.2 Documenting AI Systems
12.3 Ethical Considerations

Industry Opportunities after Certification Completion

Median Salaries

$77,311

With AI+ Developer™

$125,439

% Difference

AI Application Developer

Build and maintain intelligent AI applications for solving real-world business challenges.

AI System Programmer

Develop software and AI components to enable autonomous decision-making in machines.

AI Machine Learning Developer

Optimize algorithms and models to make data-driven predictions and decisions autonomously.

AI Solutions Architect

Design and integrate AI systems with existing business infrastructure for enhanced functionality.

Learner Success Stories

AI+ Executive™ Instructor Guide Certificate. Today, I am part of the team of #CompuEducación instructors to teach the #AICerts AI+Executive certification course . This 8-hour course is a new standard for business leaders…

Doug F,

Company Owner

AI+ Executive™

As VP Operations, my recent completion of the AI+ Executive exam through AI CERTs was a pivotal step in advancing my AI skill set as we embrace an AI-driven future. This certification not only deepened my understanding of AI’s broad…

Georgia L,

Training Director

AI+ Executive™

Happy to share I’ve completed the AI+ Executive Certification from AI CERTs! This program has sharpened my skills in strategic AI application + implementation, further equipping me to lead AI-driven organizational transformation.

Marc H,

AI+ Executive™

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Frequently Asked Questions

What will I gain from completing this certification?

Upon completion, you'll receive an AI+ Developer™ certification, showcasing your proficiency in AI. You'll have the skills to tackle real-world AI challenges and implement advanced AI solutions in various domains.

Do I need any prior AI knowledge to join this course?

While prior AI knowledge is not mandatory, a fundamental understanding of Python programming and basic math and statistics will help you grasp the advanced concepts covered in this course.

Are there any hands-on projects in the course?

Yes, the course includes various hands-on projects and practical exercises to help you apply theoretical concepts to real-world scenarios, reinforcing your learning through practical experience.

Can I choose a specialization during the course?

You cannot choose a specialization in this course. However, you will be trained in areas such as Natural Language Processing (NLP), computer vision, and reinforcement learning.

How will my progress be evaluated?

Your progress will be evaluated through a combination of quizzes, hands-on exercises, and a final assessment. These evaluations are designed to test your understanding and application of the material.

AI+ Developer™

# AT-310

Prerequisites

Exam Details

What Will You Learn?

Certification Modules

Industry Opportunities after Certification Completion

Learner Success Stories

Recommended Certifications

AI+ Customer Service™

AI+ Everyone™

AI+ Ethical Hacker™

AI+ Security Compliance™

AI+ Healthcare™

AI+ Marketing™

AI+ UX Designer™

AI+ Prompt Engineer Level 1™

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