Medium
Deep Learning Intro
Learn Deep Learning Intro by doing — one task at a time.
Build and train your first neural networks with PyTorch, from tensors to training loops
21,591 students enrolled4.7★ average rating80% practice
18
Lessons
36
Practice tasks
Medium
Level
~4 weeks
Duration
Included
Certificate
Learning roadmap
A guided path from your first task to a portfolio-ready project.
Tensors & PyTorch Basics
3 lessons- Introduction to Tensors in PyTorch
- Tensor Operations and Broadcasting
- GPU Acceleration and Autograd
Building First Neural Nets
3 lessons- nn.Module and Linear Layers
- Forward Pass and Model Definition
- Creating a Simple Classifier
Loss Functions & Optimizers
3 lessons- Cross Entropy and MSE Loss
- Understanding Optimizers in PyTorch
- Training Loop Fundamentals
Data Handling & Evaluation
3 lessons- Datasets and DataLoaders
- Train-Test Split and Metrics
- Visualizing Training Progress
Multilayer Networks
3 lessons- Adding Hidden Layers and Activations
- Backpropagation Deep Dive
- Preventing Overfitting Techniques
Capstone: Digit Classifier
3 lessons- Building an MNIST Model
- Training and Hyperparameter Tuning
- Model Evaluation and Deployment
What do students say of us?
4.7★average rating · 21,591 students enrolled
“Short lessons, then a real task right away. I finally stopped watching tutorials and started doing.”
Sofia R.
Career switcher
“The auto-checked tasks kept me honest. I could feel the progress every single day.”
Daniel K.
Junior developer
“I did one module per evening after work. Six weeks later I was using it on the job.”
Amira B.
Analyst
اختر خطتك
وصول غير محدود لكل الدورات، +500 مهمة تدريبية ومرشدك الشخصي بالذكاء الاصطناعي (AI).
الأفضل قيمة
سنوي (Yearly)
$299.88$98.99
$8.25/شهرياً · يُدفع مقدماً
- وصول غير محدود لكل الدورات
- +500 مهمة تدريبية
- مرشد ذكاء اصطناعي شخصي (AI mentor)
- مراجعة السيرة وLinkedIn
- تحضير للمقابلات
- إرشاد في المسار المهني
ضمان استرداد 14 يوماًدفع آمنوصول فوري
أسئلة شائعة
إنسكيل أكاديمي منصة للمبتدئين تُتقن فيها المهارات المطلوبة مع 80% تدريب عملي. لا دروس فيديو بلا نهاية — تتعلّم بالممارسة من أول درس، مع تغذية راجعة فورية على كل مهمة.