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NLP Basics

Learn NLP Basics by doing — one task at a time.

Turn text into insights: tokenization, embeddings, sentiment analysis and transformers

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37,895 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.

  1. Text Preprocessing

    3 lessons
    • What is NLP and its core pipeline
    • Cleaning and normalizing raw text
    • Tokenization techniques and implementation

  2. Vector Representations

    3 lessons
    • Bag of Words and TF-IDF
    • Word embeddings and Word2Vec
    • Training and visualizing embeddings

  3. Text Classification

    3 lessons
    • Feature extraction for classification
    • Building a sentiment analyzer
    • Evaluating and tuning classifiers

  4. Sequence Models

    3 lessons
    • Recurrent Neural Networks for text
    • LSTMs and handling long sequences
    • Implementing RNN text classifiers

  5. Attention & Transformers

    3 lessons
    • The attention mechanism explained
    • Transformer architecture basics
    • Pre-trained models and Hugging Face

  6. Capstone Project

    3 lessons
    • Building an end-to-end review analyzer
    • Fine-tuning a transformer model
    • Deploying and interpreting results

What do students say of us?

4.7★average rating · 37,895 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
ابدأ الآن بخصم 67%
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.