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Introduction to AI & ML

Live Online (VILT) & Classroom Corporate Training Course

This course is an introduction to the modern AI and ML with equal emphasis on foundational concepts and practice on real world problems.

Expert-Led VILT & Classroom Hands-On CloudLabs Certification Voucher Available
CloudLabs
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Assessments
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Lifetime Access

Overview

This course is an introduction to the modern AI and ML with equal emphasis on foundational concepts and practice on real world problems and will expose foundations of modern AI along with enough attention to the recent explosion of machine learning techniques.

Objectives

At the end of Intro to AI & ML training course, participants will be able to

  • Apply AI/ML methods, techniques and tools to the applications | Explore the practical components of developing AI apps and platforms | Apply AI/ML methods, techniques and tools to the applications
  • Explore the practical components of developing AI apps and platforms

Prerequisites

Basic Programming knowledge.

Course Outline

  • Formulating real world problems as AI and ML problems
  • Classification and Regression Problems
  • Intuitive and Simple Algorithms: KNN, Decsion Tree and Simple Linear Classifier
  • Representation of the world and real data: Emphasis on Text, Image, Speech and Sequences
  • Visualization, Data Preparation and Unsupervised Learning
  • End to end Problem Solving: Navigating through three specific problems and case studies

  • Simple Linear Algorithms, Optimization and Training
  • Non linear Solutions and MLP
  • Gradient Descent and Backpropagation
  • Decision Tree, Random Forest and Ensembles
  • Principles and Practice of ML:Training, Validation and TestingOverfitting and RegularizationErrors, Performance Metrics and Reliable Error Estimates
  • Support Vector Machines and Kernels
  • Training, Validation and Testing
  • Overfitting and Regularization
  • Errors, Performance Metrics and Reliable Error Estimates

  • Introduction to DL and Toolchain
  • Convolutional Neural Networks
  • Auto Encoders
  • Recurrent Neural Networks
  • Selected Special Topics
  • Human In the Loop Solutions and Deployment

Available Training Modes

Pick the format that fits your team.

Same authorised curriculum, same trainers, same hands-on cloud labs — delivered the way that works for you.

Live Online (VILT)

Real-time instructor-led sessions over Zoom or Teams. Same classroom, different time zones.

Most popular

Classroom

Face-to-face training delivered at your office, our Bengaluru centre, or any partner venue worldwide.

Onsite

Self-Paced

Recorded sessions plus 24/7 access to cloud labs and assessments. Learn at the pace that works for each engineer.

On-demand

Blended

Live workshops with self-paced reinforcement and project-based labs. Best for hybrid teams across regions.

Hybrid teams
All modes include: hands-on cloud labs, recordings, assessments, certificate of completion. Talk to a solutions advisor →

Our Training Process

How a course becomes measurable skill.

One contract, five steps, zero handoffs. From discovery to deployment, the same Synergific team owns the outcome — not a chain of vendors.

5 Steps from your scoping call to certified, productive engineers.
01

Discover & set goals

We start with a scoping call to understand your team's current skill level, target outcomes, deadlines, and certification needs — then translate that into a measurable success plan with named owners on both sides.

02

Curate the right path

We map the optimal learning path — instructor-led, self-paced, or blended — with hands-on cloud labs, prerequisite refreshers, and certification vouchers built in. No filler modules, no padded curriculum.

03

Deliver hands-on training

Authorised trainers run live sessions backed by 24/7 cloud labs and real-world projects. Theory and practice on the same day — learners stop forgetting concepts before they get to apply them.

04

Assess & mentor

Continuous skill checks, mock exams, and 1:1 mentoring keep the program honest. If anyone falls behind, we course-correct in-flight — you'll never find out at the end that two engineers couldn't keep up.

05

Certify & apply on the job

Voucher-backed certification, post-training office hours, and 30-day reinforcement so skills land on real work — not just on the exam scorecard. Success measured after the course ends, not before.

Client Stories

What our clients say

Voices from L&D leaders, architects, and program managers who’ve trusted us with their upskilling.