EDUCBA
Keras Deep Learning Projects with TensorFlow Specialization
EDUCBA

Keras Deep Learning Projects with TensorFlow Specialization

Build AI Models with Keras and TensorFlow. Develop, train, and optimize deep learning models for NLP and computer vision projects.

EDUCBA

Instructor: EDUCBA

Access provided by Lok Jagruti University

Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Design and implement deep learning models using Keras and TensorFlow for NLP and vision tasks.

  • Apply preprocessing, embedding, and evaluation techniques to optimize neural network performance.

  • Build, train, and deploy AI applications including chatbots, sentiment analyzers, and recognition systems.

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Taught in English
Recently updated!

October 2025

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Specialization - 4 course series

What you'll learn

  • Apply preprocessing and vectorization in NLP.

  • Build ML and neural chatbot models with Keras.

  • Evaluate and optimize conversational AI systems.

Skills you'll gain

Category: Natural Language Processing
Category: Data Processing
Category: Generative Model Architectures
Category: Generative AI
Category: Artificial Neural Networks
Category: Deep Learning
Category: Keras (Neural Network Library)
Category: Machine Learning Methods
Category: Performance Testing
Category: Tensorflow
Category: Feature Engineering
Category: Data Transformation
Category: Data Cleansing
Category: Text Mining

What you'll learn

  • Preprocess and tokenize text for sentiment analysis.

  • Build and train LSTM models using Keras.

  • Evaluate and visualize model performance in Colab.

Skills you'll gain

Category: Deep Learning
Category: Natural Language Processing
Category: Keras (Neural Network Library)
Category: Artificial Neural Networks
Category: Data Processing
Category: Jupyter
Category: Applied Machine Learning
Category: Python Programming
Category: Text Mining

What you'll learn

  • Build and train CNN models with Keras in Colab.

  • Apply transfer learning and image augmentation.

  • Visualize layers and retrain models for accuracy.

Skills you'll gain

Category: Keras (Neural Network Library)
Category: Machine Learning Methods
Category: Computer Vision
Category: Tensorflow
Category: Deep Learning
Category: Applied Machine Learning
Category: Google Cloud Platform
Category: Image Analysis
Category: Data Processing
Category: Visualization (Computer Graphics)

What you'll learn

  • Detect and preprocess facial images using MTCNN.

  • Generate embeddings and train models with FaceNet.

  • Build and evaluate real-world face recognition systems.

Skills you'll gain

Category: Computer Vision
Category: Keras (Neural Network Library)
Category: Deep Learning
Category: Artificial Neural Networks
Category: Application Development
Category: Python Programming
Category: Systems Development
Category: Applied Machine Learning
Category: Image Analysis
Category: Tensorflow
Category: Supervised Learning

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Instructor

EDUCBA
EDUCBA
521 Courses128,756 learners

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EDUCBA

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