Course Details

Artificial Intelligence and Machine Learning

Why should you take our Artificial Intelligence Course Training?

  • By enrolling in our AI course, you will learn about machine learning, neural networks, natural language processing, and more.

  • In the near future, AI will make us feel that life is speeding up. Human behavior will change and industries will be radically transformed.

  • Choose AION TECHNOLOGY for quality education and a promising future in the world of technology and become a successful AI expert.

Trainer

Contact Branch

Course Fee

Contact Branch

Available Seats

30

Schedule

10:00 pm - 12:00 pm

  • Train,Test & Validation Distribution
  • ML Strategy
  • Computation Graph
  • Evaluation Metric
  • Human Level Performance
  • Linear Regression
  • Logistic Regression
  • Gradient Descent
  • Decision Tree
  • Random Forest
  • Bagging & Boosting
  • KNN
  • Basic Programming
  • NLP Libraries
  • OpenCV
    Basic Statistics
  • Sampling & Sampling Statistics
  • Hypothesis Testing
    Calculus
  • Derivatives
  • Optimization
    Linear Algebra
  • Function
  • Scalar-Vector-Matrix
  • Vector Operation
    Probability
  • Space
  • Probability
  • Distribution
    Practical Aspect
  • Train, Test & Validation Set
  • Vanishing & Exploding Gradient
  • Dropout
  • Regularization
    Optimization
  • Bias Correction
  • RMS Prop
  • Adam, Ada, AdaBoost
  • Learning Rate
  • Tuning
  • Softmax
    CNN
  • Scikit Learn
  • NLTK
  • Spacy & Gensim
  • OpenCV
  • Tensorflow
  • Keras
    Text Processing
  • Representation
  • Data Cleaning
  • Data Preprocessing
  • Similarity
    Image Processing
  • Image
  • Image Transformation
  • Filters
  • Noise Removal
  • Video Processing
    Introduction to Machine Learning
  • Business Case evaluation
  • Data requirements and collection
  • Evaluation metrics
    Machine Learning
  • Profit of 50_startups data prediction
  • Extra marital affair prediction
  • Fraud data analytics
  • Fabric sales analysis
    Python Programming
  • Resource Information Analysis
  • Text Cleaning of Customer reviews using NLP
  • Image Manipulation (Loading, Rotation etc.)
    Mathematics Foundation
  • Sampling & Sampling Statistics
  • Hypothesis Testing
  • Calculus Problems
  • Linear Algebra Problems
  • Probability Problems
    Parameter & Hyperparameter
  • Risk Evaluation
  • Prediction of claim amount
  • Probability Problems
    • (2 ANN assignments+ 2 Parameter and hyperparameters)
    Generative
  • Machine Translation
  • New Image generation based on existing images
    Reinforcement Learning
  • Game Intelligence