Artificial Intelligence (AI-ML) Training and Certification

by Prog360

Artificial Intelligence Training provides a comprehensive knowledge of Artificial Intelligence and Machine Learning from beginners to Intermediate Level.

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img Duration

35 Hours

Course Details

Artificial Intelligence Training provides a comprehensive knowledge of Artificial Intelligence and Machine Learning from beginners to Intermediate Level.

Artificial Intelligence corporate training and certification oriented remote program aims to upskill you with Python, Data Science, Machine Learning, Artificial Intelligence, Python Libraries, Statistical Analysis, Deep Learning Concepts.

 

Course Content:

  • Introduction to Data Science
  • Introduction to AI & ML
  • R Essesntials
  • Statistical Analysis
  • Statistical Decision Making
  • Data Visualisation
  • Sampling and Estimation
  • Inferential Statistics
  • Predictive Analysis
  • Linear Regression
  • Multiple Linear Regression
  • Non-Linear Regression
  • Forecasting Models
  • Introduction to Python
  • Python Installation
  • Python Data Types
  • Python Looping and Control Statements
  • Object-Oriented Programming Concepts
  • Database Connection
  • Python Libraries
  • Numpy 
  • Scipy
  • Pandas
  • Supervised Learning
  • Unsupervised Learning
  • Advance Neural Network Architecture
  • Foundations of AI
  • Convolution Neural Networks (CNN)
  • Recurrent Neural Networks (RNN)
  • Machine Learning Concepts
  • ML Techniques
  • Clustering
  • Classification(Naive Bayes Classifier, K-Nearest Neighbors)
  • Association Rule Mining
  • Deep Learning with Tensorflow & Keras
  • Deep Learning Libraries
  • Keras API
  • TensorFlow
  • Deep Learning Algorithms
  • Practical Examples that AI can Solve
  • Image analysis
  • Forecasting complex financial series, such as stock prices,
  • Complex pattern recognition
  • Natural language processing
  • Recommender systems
  • Hands-on Exercises
  • Prog360 Assessment
  • Prog360 Certification
  • Darlinghurst Branch

    William St, Darlinghurst, Sydney

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