Artificial Intelligence with Python – Sequence Learning

artificial intelligence with python


AI with Python – Sequence Learning
Enter and explore the fascinating world of intelligent apps with Artificial Intelligence with Python. Artificial Intelligence is becoming increasingly relevant in the modern world. By harnessing the power of algorithms, you can create apps that intelligently interact with the world around you, automatic speech recognition systems, and more.

What You Will Learn:

Build automatic speech recognition systems
Discover how to build intelligent applications centred on text and time series data.
This course takes a concept-based, explanation-focused approach. Each concept is explained and then the exercise or example is implemented.

Topics include:

  • Natural Language Processing
  • Introduction and Installation of Packages
  • Converting Words to Their Base Forms
  • Dividing Text Data into Chunks
  • Extracting the Frequency of Terms Using a Bag of Words Model
  • Building a Category Predictor
  • Constructing a Gender Identifier
  • Building a Sentiment Analyzer
  • Topic Modeling Using Latent Dirichlet Allocation
  • Probabilistic Reasoning for Sequential Data
  • Understanding Sequential Data
  • Handling Time-Series Data with Pandas
  • Slicing Time-Series Data
  • Operating on Time-Series Data
  • Extracting Statistics from Time-Series Data
  • Generating Data Using Hidden Markov Models
  • Identifying Alphabet Sequences with Conditional Random Fields
  • Stock Market Analysis
  • Building a Speech Recognizer
  • Working with Speech Signals
  • Visualizing Audio Signals
  • Transforming Audio Signals to the Frequency Domain
  • Generating Audio Signals
  • Synthesizing Tones to Generate Music
  • Extracting Speech Features
  • Recognizing Spoken Words

Start today!

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