Innovate Engineering: Leverage AI-Driven Smart Solutions
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AI+ Engineer™ (AI+ Engineer™)

Innovate Engineering: Leverage AI-Driven Smart Solutions

  • Full AI Stack:<...

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    0 Learners
    Industry Recognized
    Certification Body AI CERTs
    Delivery Profice
Course CodeAI+ Engineer™
DurationSelf-Paced: 40 hours of content
Deliveryself paced

About This Course

Innovate Engineering: Leverage AI-Driven Smart Solutions

  • Full AI Stack: Learn AI architecture, LLMs, NLP, and neural networks
  • Tool Proficiency: Includes Transfer Learning with Hugging Face and GUI design
  • Deployment Focus: Build real AI systems and manage communication pipelines
  • Practical Mastery: Gain the skills to engineer scalable AI solutions for innovation

Course Syllabus

  1. Course Introduction

  1. 1.1 Introduction to AI
  2. 1.2 Core Concepts and Techniques in AI
  3. 1.3 Ethical Considerations

  1. 2.1 Overview of AI and its Various Applications
  2. 2.2 Introduction to AI Architecture
  3. 2.3 Understanding the AI Development Lifecycle
  4. 2.4 Hands-on: Setting up a Basic AI Environment

  1. 3.1 Basics of Neural Networks
  2. 3.2 Activation Functions and Their Role
  3. 3.3 Backpropagation and Optimization Algorithms
  4. 3.4 Hands-on: Building a Simple Neural Network Using a Deep Learning Framework

  1. 4.1 Introduction to Neural Networks in Image Processing
  2. 4.2 Neural Networks for Sequential Data
  3. 4.3 Practical Implementation of Neural Networks

  1. 5.1 Exploring Large Language Models
  2. 5.2 Popular Large Language Models
  3. 5.3 Practical Finetuning of Language Models
  4. 5.4 Hands-on: Practical Finetuning for Text Classification

  1. 6.1 Introduction to Generative Adversarial Networks (GANs)
  2. 6.2 Applications of Variational Autoencoders (VAEs)
  3. 6.3 Generating Realistic Data Using Generative Models
  4. 6.4 Hands-on: Implementing Generative Models for Image Synthesis

  1. 7.1 NLP in Real-world Scenarios
  2. 7.2 Attention Mechanisms and Practical Use of Transformers
  3. 7.3 In-depth Understanding of BERT for Practical NLP Tasks
  4. 7.4 Hands-on: Building Practical NLP Pipelines with Pretrained Models

  1. 8.1 Overview of Transfer Learning in AI
  2. 8.2 Transfer Learning Strategies and Techniques
  3. 8.3 Hands-on: Implementing Transfer Learning with Hugging Face Models for Various Tasks

  1. 9.1 Overview of GUI-based AI Applications
  2. 9.2 Web-based Framework
  3. 9.3 Desktop Application Framework

  1. 10.1 Communicating AI Results Effectively to Non-Technical Stakeholders
  2. 10.2 Building a Deployment Pipeline for AI Models
  3. 10.3 Developing Prototypes Based on Client Requirements
  4. 10.4 Hands-on: Deployment

  1. 1. Understanding AI Agents
  2. 2. Case Studies
  3. 3. Hands-On Practice with AI Agents

All You Need to Know

  • AI & Software Engineers: Enhance your development skills by mastering AI techniques and designing advanced AI systems.
  • Machine Learning Enthusiasts: Apply deep learning, neural networks, and NLP techniques to real-world AI challenges.
  • Data Scientists: Strengthen your AI toolkit with engineering techniques for building and deploying scalable AI solutions.
  • IT Specialists & System Architects: Integrate AI solutions into existing infrastructures, optimizing performance and scalability.
  • Students & New Graduates: Develop in-demand AI engineering skills and prepare for a successful career in the rapidly growing AI field.
AI+ Data™  or AI+ Developer™ course should be completed, basic math, computer science fundamentals, Python familiarity
50 questions, 70% passing, 90 minutes, online proctored exam

Why Choose Profice?

Official Partner

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Expert Instructors

Certified professionals with 10+ years of real-world experience

Hands-on Labs

Real-world projects and 24/7 lab environment access

95% Pass Rate

Industry-leading certification exam success rate

Lifetime Support

Ongoing mentorship and community access after course completion

Job Assistance

Dedicated placement support with 500+ hiring partners

Official Training Partner

Profice is an official training partner delivering globally recognized certifications.