New course! Build Apps with Windsurf’s AI Coding Agents
Skills:
AI Pair Programming90%
Learn more: https://bit.ly/4ieJ2JF
Join our latest course Build Apps with Windsurf's AI Coding Agents, built in partnership with Windsurf and taught by Anshul Ramachandra.
AI-assisted Integrated Development Environments, or IDEs, make coding and development workflows faster, more efficient, and more fun.
Agentic tools like Windsurf are more than just code autocomplete—they are collaborative coding agents that help you break down complex applications, iterate efficiently, and generate code that spans multiple files. Using an AI coding agent effectively requires a new approach to prompting, iteration, and structuring development tasks.
In this course, you'll learn the inner workings of coding agents and how to use Windsurf to code and build several applications.
In details, you'll:
- Learn how to get started with Windsurf, and build your first app (a snake game) in a couple of minutes.
- Look at the evolution of AI coding assistants, from simple code suggestions to agentic systems that collaborate with developers.
- Use an AI agent to analyze and resolve issues in Javascript code, like debugging test issues and multi-file refactoring.
- Learn mental models to understand how coding agents combine human-action tracking, tool integration, and context awareness in their agentic coding workflow.
- Learn the challenges of code search and discovery of AI coding agents and how a multi-step retrieval approach helps overcome them.
- Use Windsurf to analyze and understand an old large codebase and update it to the latest versions of frameworks and packages used in it.
- Use Windsurf to build a Wikipedia data analysis app — retrieving, parsing, and analyzing word frequencies.
- Enhance the performance of your Wikipedia app by adding caching and while doing so learn how to course-correct when the AI agent produces unexpected results.
- Learn tips and tricks such as command, autocomplete, @mentions, and explain functionalities to maximize your interactions with the overall
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Playlist
Uploads from DeepLearningAI · DeepLearningAI · 0 of 60
← Previous
Next →
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
Forward and Backward Propagation (C1W4L06)
DeepLearningAI
deeplearning.ai's Heroes of Deep Learning: Yuanqing Lin
DeepLearningAI
deeplearning.ai's Heroes of Deep Learning: Ruslan Salakhutdinov
DeepLearningAI
deeplearning.ai's Heroes of Deep Learning: Yoshua Bengio
DeepLearningAI
deeplearning.ai's Heroes of Deep Learning: Pieter Abbeel
DeepLearningAI
deeplearning.ai's Heroes of Deep Learning: Ian Goodfellow
DeepLearningAI
deeplearning.ai's Heroes of Deep Learning: Andrej Karpathy
DeepLearningAI
Using an Appropriate Scale (C2W3L02)
DeepLearningAI
Gradient Checking (C2W1L13)
DeepLearningAI
Gradient Checking Implementation Notes (C2W1L14)
DeepLearningAI
Learning Rate Decay (C2W2L09)
DeepLearningAI
Understanding Mini-Batch Gradient Dexcent (C2W2L02)
DeepLearningAI
Mini Batch Gradient Descent (C2W2L01)
DeepLearningAI
The Problem of Local Optima (C2W3L10)
DeepLearningAI
Exponentially Weighted Averages (C2W2L03)
DeepLearningAI
Tuning Process (C2W3L01)
DeepLearningAI
Understanding Exponentially Weighted Averages (C2W2L04)
DeepLearningAI
Bias Correction of Exponentially Weighted Averages (C2W2L05)
DeepLearningAI
Gradient Descent With Momentum (C2W2L06)
DeepLearningAI
Normalizing Activations in a Network (C2W3L04)
DeepLearningAI
Hyperparameter Tuning in Practice (C2W3L03)
DeepLearningAI
Adam Optimization Algorithm (C2W2L08)
DeepLearningAI
RMSProp (C2W2L07)
DeepLearningAI
Fitting Batch Norm Into Neural Networks (C2W3L05)
DeepLearningAI
Why Does Batch Norm Work? (C2W3L06)
DeepLearningAI
Batch Norm At Test Time (C2W3L07)
DeepLearningAI
Softmax Regression (C2W3L08)
DeepLearningAI
Deep Learning Frameworks (C2W3L10)
DeepLearningAI
Neural Network Overview (C1W3L01)
DeepLearningAI
Training Softmax Classifier (C2W3L09)
DeepLearningAI
Why Deep Representations? (C1W4L04)
DeepLearningAI
Gradient Descent For Neural Networks (C1W3L09)
DeepLearningAI
Neural Network Representations (C1W3L02)
DeepLearningAI
TensorFlow (C2W3L11)
DeepLearningAI
Activation Functions (C1W3L06)
DeepLearningAI
Explanation For Vectorized Implementation (C1W3L05)
DeepLearningAI
Getting Matrix Dimensions Right (C1W4L03)
DeepLearningAI
Understanding Dropout (C2W1L07)
DeepLearningAI
Building Blocks of a Deep Neural Network (C1W4L05)
DeepLearningAI
Why Non-linear Activation Functions (C1W3L07)
DeepLearningAI
Computing Neural Network Output (C1W3L03)
DeepLearningAI
Backpropagation Intuition (C1W3L10)
DeepLearningAI
Train/Dev/Test Sets (C2W1L01)
DeepLearningAI
Deep L-Layer Neural Network (C1W4L01)
DeepLearningAI
Random Initialization (C1W3L11)
DeepLearningAI
Other Regularization Methods (C2W1L08)
DeepLearningAI
Normalizing Inputs (C2W1L09)
DeepLearningAI
Derivatives Of Activation Functions (C1W3L08)
DeepLearningAI
Parameters vs Hyperparameters (C1W4L07)
DeepLearningAI
Vectorizing Across Multiple Examples (C1W3L04)
DeepLearningAI
What does this have to do with the brain? (C1W4L08)
DeepLearningAI
Dropout Regularization (C2W1L06)
DeepLearningAI
Vanishing/Exploding Gradients (C2W1L10)
DeepLearningAI
Basic Recipe for Machine Learning (C2W1L03)
DeepLearningAI
Bias/Variance (C2W1L02)
DeepLearningAI
Forward Propagation in a Deep Network (C1W4L02)
DeepLearningAI
Weight Initialization in a Deep Network (C2W1L11)
DeepLearningAI
Numerical Approximations of Gradients (C2W1L12)
DeepLearningAI
Regularization (C2W1L04)
DeepLearningAI
Why Regularization Reduces Overfitting (C2W1L05)
DeepLearningAI
More on: AI Pair Programming
View skill →Related AI Lessons
⚡
⚡
⚡
⚡
We Shipped a ‘Perfect’ AI Search. Then Watched It Quietly Die.
Medium · AI
AI Governance Begins Where The Demo Ends
Medium · AI
Agentic AI Online Training | New Batch Starting Soon Enroll Now
Medium · AI
Agentic AI Online Training | New Batch Starting Soon Enroll Now
Medium · Machine Learning
🎓
Tutor Explanation
DeepCamp AI