- Getting Started
- 1.1 Loading Data – PyTorch
- 1.2 Loading Data - Keras
Applied Deep Learning Capstone Project
Learn how to train, create and test a deep learning model by getting admission to the Applied Deep Learning Capstone ...Read more
Expert
Online
5 Weeks
Free
Quick Facts
particular | details | ||||
---|---|---|---|---|---|
Medium of instructions
English
|
Mode of learning
Self study
|
Mode of Delivery
Video and Text Based
|
Learning efforts
2-4 Hours Per Week
|
Course overview
The Applied Deep Learning Capstone Project certification programme is a five-week-long online course curated by IBM. During this capstone project, you will get practical, hands-on experience in developing, training and testing a Deep Learning model. For this purpose, you will be using either PyTorch or Keras.
edX’s Applied Deep Learning Capstone Project is an advanced-level programme that is also a part of a Deep Learning professional certificate of edX. With the help of this course, you will learn how to preprocess and load data for a real-life problem, create a model and finally validate it.
The Applied Deep Learning Capstone Project programme by edX requires only two to four hours per week to study. You will learn through video lessons and ultimately master the procedure of generating a Deep Learning pipeline. At last, you are required to present a project report to showcase your competence in the domain of Deep Learning. EdX provides two tracks to pursue the self-paced course; verified and free audit. In the former mode, the learners can access the programme unlimited and get a certificate of completion. In the free mode, they can audit it for a limited duration.
The highlights
- Self-directed learning
- E-certificate
- Advanced-level course
- Video lectures in English
- Offered by IBM
- 5-weeks program
- Requires 2-4 hours/week
- Data Analysis and Statistics course
- Free access
Program offerings
- Industry expert instructor
- Project work
- Self-paced learning
- Paid certification
- Free course access
- Digital learning
- 5-weeks training
- Video lectures
- English subtitles for videos
- An offering of ibm
Course and certificate fees
Type of course
Free
- You can join the Applied Deep Learning Capstone Project program for free.
- A payment of Rs. 12,442 is compulsory if you want the certificate.
Applied Deep Learning Capstone Project fee structure
Course option | Fee in INR |
Applied Deep Learning Capstone Project (course content audit) | Free |
Applied Deep Learning Capstone Project (content + certification) | Rs. 12,442 |
certificate availability
Yes
certificate providing authority
IBM
certificate fees
₹12,442
Eligibility criteria
Enrolment in the Applied Deep Learning Capstone Project training requires you to complete all the online courses in edX’s Deep Learning Professional Certification Programme.
What you will learn
By the time you complete the Applied Deep Learning Capstone Project training, you will be proficient in:
- Developing a Deep Learning model to solve a problem
- Improving models using real data by implementing Deep Learning knowledge
- Deciding what type of Deep Learning technique to use in different situations
- The procedure of generating a Deep Learning pipeline
- Communicating and presenting the results of Deep Learning projects
The syllabus
Chapter 1
Loading Data
Chapter 2
Data Preparation
- 2.1 Processing Data – PyTorch
- 2.2 Processing Data - Keras
Chapter 3
Assessment Training Model
- 3.1 Training Models – PyTorch
- 3.2 Training Models – Keras
Chapter 4
Compare Two Models
- 4.1 Compare Two Models – PyTorch
- 4.2 Compare Two Models - Keras
Course Rating and Feedbackv
- Course Rating and Feedback
Badge
- Badges Frequently Asked Questions
- Claim your badge here
Admission details
Step 1 – Visit the website and land on the Applied Deep Learning Capstone Project course page.
Step 2 – Locate and click on the ‘Enroll now’ button near the top. A registration page will open.
Step 3 – Sign up by providing the details and clicking on the ‘Create account’ button. Or log in using an Apple, Microsoft, Facebook, or Google account.
Step 4 – You will be enrolled in the Applied Deep Learning Capstone Project programme after a successful registration. Now, you can choose the paid plan or free audit as per your requirements.
Filling the form
There is no lengthy application form to enrol in the Applied Deep Learning Capstone Project online training. You just have to visit the edX website and create an account by providing basic information such as your email address, country, and full name.
You also have to write a public username and generate a new password for your edX account. Another way of signing in is by linking either of these existing accounts – Facebook, Google, Microsoft or Apple. You can enrol in the Applied Deep Learning Capstone Project course for free by logging in to the portal.
How it helps
The Applied Deep Learning Capstone Project course by edX offers a practical learning experience with a mandatory project report presentation. Also, you are free to learn at your convenience as the course follows a self-paced approach.
Furthermore, when you opt for the Applied Deep Learning Capstone Project certification, you get an officially verified credential to add to your resume. It is easily shareable to LinkedIn and will help you avail of better job opportunities in the relevant field.
Instructors
FAQs
What is the category of this course?
The Applied Deep Learning Capstone Project course comes under the Data Analysis and Statistics subject.
Who curated the Applied Deep Learning Capstone Project course?
This course is curated and offered by IBM.
Who is the instructor for the Applied Deep Learning Capstone Project training?
Joseph Santarcangelo, a Data Scientist at IBM, is the course instructor.
How many hours do I have to spare for learning?
You need two to four hours per week to complete the Applied Deep Learning Capstone Project programme.
Articles
Popular Articles
Latest Articles
Similar Courses


Mastering Deep Learning Using Apache Spark
Simpliv Learning


Reinforcement Learning
Georgia Tech via Udacity


AI Capstone Project with Deep Learning
IBM via Coursera


Deep Learning in Computer Vision
HSE University via Coursera
Courses of your Interest

TOGAF 9 Combined Level 1 and Level 2 Training
SkillUp Online via Simplilearn

Advanced Certificate Program in DevOps
CMU School of Computer Science, Pitts... via TalentSprint

Devops with AWS CodePipeline Jenkins and AWS CodeD...
Simpliv Learning

Machine Learning with Python from Linear Models to...
MIT Cambridge via Edx

Big Data Capstone Project
The University of Adelaide, Adelaide via Edx

Advanced Certification Program in Big Data
Belhaven University, Mississippi via Intellipaat

Computer Applications of Artificial Intelligence a...
Purdue University, West Lafayette via Edx
Advanced Power Searching With Google
Google via Edx

Automated Software Testing Model and State Based T...
Delft University of Technology via Edx
More Courses by IBM
Cloud Application Developer Capstone
IBM via Edx
Full Stack Application Development Capstone Projec...
IBM via Coursera
Advanced Data Science Capstone
IBM via Coursera
Advanced Machine Learning and Signal Processing
IBM via Coursera
Artificial Intelligence Workflow Artificial Intell...
IBM via Coursera
Applied AI with DeepLearning
IBM via Coursera