Course description
AI for TimeSeries
Geared for software architects and engineers, AI for Time Series Analysis and Forecasting is a three-day, hands-on course that addresses the need for smart software for time series analysis and forecasting.
Course Objectives
Understanding Artificial Intelligence / AI Overview
- A brief history of AI
- Types of AI systems
- Training machine learning models
- Applying models for prediction
Time series processing and forecasting elements
- Traditional Time Series forecasting with ARIMA models
- Defining Autocorrelation
- Understanding the Dickey-Fuller Test
Forecasting with TensorFlow and Keras
- Google democratization of AI with TensorFlow
- Types of neural network (Perceptron, CNN, LSTM) and their use
- Forecasting with TensorFlow
- Using RNN and LSTM in time series prediction.
- Validation and metrics of Time Series Prediction models
Trivera offers hundreds of end-to-end skills-focused courses that provide participants with the job-ready skills they require to be truly productive in a modern IT business enterprise. Our courses are available for individuals, their teams, or across their organization, for students of all skill levels and roles. We offer an extensive online Public Course Schedule, deep catalog for Private Courses, flex-hour Mini-Camp short courses, self-paced QuickSkills courses, free webinars and more. Trivera’s unique EveryCourse Extras and AfterCourse Extras programs, included with every course, ensure our students can put their newly-learned skills right to work, while providing them with a solid platform for continued skills-development, support and long-term growth. For more information about our dedicated training services, public course offerings, collaborative coaching services, new hire or enterprise upskilling programs, or to see our complete list of course offerings and special offers please call us toll free at 844-475-4559. Our pricing and services are always satisfaction guaranteed.
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Who should attend?
This course is geared for experienced data analysts, developers, engineers or anyone tasked with utilizing AI with Time Series Analysis with Python. Attending students are required to have
- A background in basic Python development skills.
- Basic to Intermediate IT Skills Deep Learning for IoT.
- Good foundational mathematics or logic skill.
- Basic Linux skills, including familiarity with command-line options such as ls, cd, cp, and su
Training content
- Understanding Artificial Intelligence / AI Overview
- A brief history of AI
- Types of AI systems
- Training machine learning models
- Applying models for prediction
- Demos and Labs
- Time series processing and forecasting elements
- Traditional Time Series forecasting with ARIMA models
- Defining Autocorrelation
- Understanding the Dickey-Fuller Test
- Forecasting with TensorFlow and Keras
- Google democratization of AI with TensorFlow
- Types of neural network (Perceptron, CNN, LSTM) and their use
- Forecasting with TensorFlow
- Using RNN and LSTM in time series prediction.
- Validation and metrics of Time Series Prediction models
- Use cases and labs
Course delivery details
Each student will receive a Student Guide with course notes, code samples, software tutorials, step-by-step written lab instructions, diagrams and related reference materials and links (as applicable). Students will also receive the project files (or code, if applicable) and solutions required for the hands-on work.
Lab Setup Made Simple. All course labs and solutions, data sets, Tableau course software (limited version, for course use only), detailed courseware, lab guides and resources (as applicable) are provided for attendees in our easy access, no installation required, remote lab environment for the duration of the course. Our tech team will help set up, test and verify lab access for each attendee prior to the course start date, ensuring a smooth start to class and successful hands-on course experience for all participants.
Costs
- Price: $2,295.00
- Discounted Price: $1,491.75
Why choose Trivera Technologies LLC?
Over 25 years of technology training expertise.
Robust portfolio of over 1,000 leading edge technology courses.
Guaranteed to run courses and flexible learning options.
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Trivera Technologies
Trivera Technologies is a IT education services & courseware firm that offers a range of wide professional technical education services including: end to end IT training development and delivery, skills-based mentoring programs,new hire training and re-skilling services, courseware licensing and...