Booking options
£12
£12
On-Demand course
2 hours
All levels
Looking to bring your AI knowledge to life in a visually powerful way? Our Hands-on Machine Learning Project – Auto Image Captioning for Social Media Course takes you deep into the fascinating world of machine-generated descriptions. With social media driving more engagement through visuals than ever, this course helps you grasp how AI can generate captions that not only describe but also engage, contextualise, and communicate effectively. The focus is sharply tuned to image captioning technology and its role in today’s media-driven, attention-tight landscape.
Expect to work your way through a structured learning journey where you’ll explore the building blocks of machine learning and how these elements are applied in automated image captioning. Whether you're aiming to polish your ML project portfolio or understand how AI is quietly shaping the way content is created and consumed online, this course gives you just the right amount of edge — no gimmicks, no fluff, just what matters. All content is delivered fully online, making it a flexible and accessible way to deepen your understanding of AI-powered communication tools used across social media platforms.
Learning Outcomes:
Develop an auto image captioning system using machine learning.
Preprocess image and caption data.
Define and evaluate the model.
Deploy your machine learning app on AWS EC2 instance.Gain real-world experience in machine learning app development.
The Hands-on Machine Learning Project - Auto Image Captioning for Social Media Platform course is designed to give you a comprehensive understanding of how to develop an auto image captioning system using machine learning. The course covers topics such as importing libraries, preprocessing text and image data, defining and evaluating the model, and deploying your machine learning app on AWS EC2 instance. You'll have access to the caption dataset and image dataset for training and test purposes, providing you with hands-on experience in machine learning app development.
This course is perfect for aspiring data scientists, machine learning engineers, and developers who want to gain real-world experience in machine learning app development. With the skills and knowledge gained from this course, you'll be able to create your own auto image captioning system and start a career in the exciting field of machine learning.
Hands on Machine Learning Project - Auto Image Captioning for Social Media Course Curriculum
Section 01: Introduction
Introduction to Course
Section 02: Building the Auto Image Captioning
Import the Libraries
Accessing the Caption Dataset for Training
Accessing the Image DataSet for Training
Preprocessing the Text Data
Pre-Process and Load Captions Data
Loading the Captions for Training and Test Data
Preprocessing of Image Data
Loading Features for Train and Test Dataset
Text Tokenization and Sequence Text
Data Generators
Define the Model
Evaluation of Model
Test the Model
Section 03: Deployment of Machine Learning App
Create Streamlit App
Streamlit Prediction
Test Streamlit App
Deploy Streamlit on AWS EC2 Instance
How is the course assessed?
Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%.
Exam & Retakes:
It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable.
Certification
Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery).
10 CPD hours / points Accredited by CPD Quality Standards
Aspiring data scientists.
Machine learning engineers.
Developers interested in machine learning app development.
Anyone interested in the field of machine learning.
Professionals looking to upskill in the latest technology.
There are no formal entry requirements for the course, with enrollment open to anyone!
Data Scientist: £40,000 to £80,000 per year.
Machine Learning Engineer: £55,000 to £90,000 per year.
Software Developer: £30,000 to £60,000 per year.
Artificial Intelligence Developer: £40,000 to £80,000 per year.
Computer Vision Engineer: £45,000 to £85,000 per year.
Certificate of completion
Digital certificate - £9
You can apply for a CPD Accredited PDF Certificate at the cost of £9.
Certificate of completion
Hard copy certificate - £15
Hard copy can be sent to you via post at the expense of £15.
With a team of industry professionals producing and delivering our course content, you can be sure the skills and knowledge you learn apply to your career aspirations in manag...