MACHINE LEARNING BOOTCAMP

A 1 Week full time training that brings you from zero to deep learning with keras and tensorflow. This 1 week course is a full time introduction to modern machine learning and deep learning techniques using python and it is designed for software engineers and data analysts looking for a
transition to machine learning & deep learning.
Core Technologies and Concepts: Tensoflow, Python, Machine Learning

COURSE OUTLINE

Review of Linear Algebra and Statistics
  • Cloud Deployment
  • Introduction to Devops
  • Docker Essentials
  • Machine Learning Primer
  • Beyong Devops
Model Constrution
  • Building Feature Tensors
  • Weights
  • Activation Functions
  • Estimators
  • Hyper Parameters
  • Models Overview
  • Experiments
Model Evaluation
  • Training vs Validation
  • Biad Variance Trade-off
  • Evaluation and Metrics
  • Accuracy
  • Precision
  • F1 Score
ML Concaep
  • Cloud Deployment
  • Introduction to Devops
  • Docker Essentials
  • Machine Learning Primer
  • Beyong Devops
Model Constrution
  • Kafka Essentials
  • Distributed Data Systems
  • Apache Spark Essentials
  • AWS Essentials
  • GCP Essentials

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