Specialized hands-on courses | BADIR: Hands-on Machine Learning and AI

BADIR: Hands-on Machine Learning/AI

Machine Learning and AI skills for data science professionals towards the business impact

Our Clients

  • cxd
    Develop AI
    expertise

    Learn a step-by-step approach to ML and AI models using Python

  • fdg
    Machine Learning
    in real-life

    Build accelerated real-life models within business and resource constraints

  • dv
    Feature
    Engineering

    Learn feature engineering to drive maximum impact

  • Become an
    influencer

    Become a thought partner to your stakeholders

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The Aryng differentiator

  • Diff

    Learn from renowned
    Silicon Valley industry
    experts

  • csfgrht

    Get BADIR, a tried and
    tested framework to solve
    growth problems

  • adretr

    Learn how to identify and
    solve highest value
    problems

  • dfetgrytdwret

    Drive career growth through
    key decision-science and
    data-science skills

Meet the trainers

  • Piyanka Jain
  • Ram kumar
  • Yash Shah
  • 13 weeks course| 2 hours/week
  • Solve 5 industry use cases with real data
  • fdg
    Machine Learning/ AI | A hypothesis-driven approach for practical AI
  • Monthly mentoring | 24/7 LinkedIn community
lead insights

This course is an applied, hands-on AI course covering the most commonly used machine learning and AI techniques in business using Python. ML, Deep Learning and NLP algorithms including

  • 1
    Lasso, Ridge and Elastic Net
  • 2
    Random forest and GBT
  • 3
    Neutral Network, ANN, and CNN
  • 4
    Text Analytics and Clustering

Aryng vs. other programs

Masters or
diploma courses

Learning
platform courses

Aryng

Job-ready, hands-on training
Focused on solving real Business problem for industry Rare Marginal
Learning of end-to-end process of Data Science project Modular Modular
Taught by analytics experts with Fortune 100 experience Rare
Technical as well as non-technical (business / soft skills) Rare
Lifetime access to live community of fellow learners Rare
1-on-1 access to Data Science expert instructions Rare
Flexible, self-placed, online courses
Industry-recognized certification Accredited Inconsistent Professional Certification
Cost
$$$$$
$/free
$$

Benefits included

  • An official social media ready course completion certificate
  • 12 months of access to all course content and videos. Go back, pause, take notes, as many times
  • Templates, cheat sheets, and samples that help you take your training to your day-to-day
  • Lifetime access to LinkedIn class group for continued learning and support
  • Group mentoring every month with Aryng experts
  • Flexible Learning

The course at a glance

Topic Duration
Introduction to Python 100 minutes + exercises
Introduction to Machine Learning 145 minutes + exercises
Machine Learning Regression using BADIR: LASSO, Ridge and Elastic Net using Pandas and Scikit-Learn 180 minutes + exercises
Machine Learning Classification using BADIR: GBT, Random Forest, XGBoost using Pandas and Scikit-Learn 180 minutes + exercises
Unsupervised Learning using BADIR: Segmentation and K-Means clustering using Pandas and Scikit-Learn 95 minutes + exercises
Principal Component Analysis 4 minutes
Neural Networks using BADIR: Introduction, techniques, model building, and hyperparameter tuning 195 minutes + exercises
Advanced Neural Networks - CNN and RNN along with relevant examples 110 minutes + exercises
Machine Learning/AI Case: Hands-on deep dive using marketing, product, and operations scenarios from a beauty product subscription business:
Get to the real business question, lay out an analysis plan, and collect data 25 minutes + exercises
Derive insights using all the techniques taught and pick the best model 260 minutes + exercises
Make actionable recommendations 9 minutes
ML in everyday life - recipes, short-cuts, tips for hyperparameter tuning, NN intuition, model deployment and feature engineering 97 minutes
 
 
 

Frequently asked questions

  • How long does it take to complete the course?
    This course consists of 13 sections, each with 2 hours of self-paced online lectures. Additionally, expect to spend 2-4 hours/week on exercises and assignments.
  • What background knowledge is necessary to take this course?
    You need familiarity with programming, BADIR: Business Analytics course, BADIR - Predictive Analytics course, passion for learning data, and a knack for storytelling. You must also score 20 or higher on the Aryng’s Aptitude Assessment.
  • Do I get a certificate at the completion of the course?
    Yes, after taking the course, you will get the certification of completion. This is a foundational course for BADIR Master Black Belt Certification.