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Deep Learning with ANN in Python: Build & Optimize
Coursera
Course
Unknown

Deep Learning with ANN in Python: Build & Optimize

EDUCBA

By the end of this course, learners will be able to configure a Python environment, preprocess and encode data, build Artificial Neural Network (ANN) architectures, generate predictions, and address imbalanced datasets using resampling techniques. Participants will gain hands-on experience with TensorFlow, Keras, and Anaconda while mastering practical skills in data preparation, model construction, and performance optimization. This course benefits students, data enthusiasts, and professionals

Unknown2 weeks

About this Course

By the end of this course, learners will be able to configure a Python environment, preprocess and encode data, build Artificial Neural Network (ANN) architectures, generate predictions, and address imbalanced datasets using resampling techniques. Participants will gain hands-on experience with TensorFlow, Keras, and Anaconda while mastering practical skills in data preparation, model construction, and performance optimization. This course benefits students, data enthusiasts, and professionals

What You'll Learn

  • Configure Python environments and preprocess structured data.
  • Build, train, and optimize ANN models with TensorFlow & Keras.
  • Handle imbalanced datasets and apply ANN to churn prediction.

Instructors

E

EDUCBA

Topics

بايثون
التعلم العميق
الشبكات العصبية الاصطناعية
تنظيف البيانات
ترميز البيانات
تحليلات تنبؤية
عدم توازن البيانات
تهيئة بيئة التطوير

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

بايثون
التعلم العميق
الشبكات العصبية الاصطناعية
تنظيف البيانات
ترميز البيانات
تحليلات تنبؤية
عدم توازن البيانات
تهيئة بيئة التطوير
Data Preprocessing
Scikit Learn (Machine Learning Library)

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