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Artificial Intelligence and Machine Learning | DTU

Product ID: VNHA1654

 Availability
Not Available

 Venue
Delhi Technological University

 Duration
2 Days

 Date
27th Oct to 28th Oct 2018

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Add to Calendar 10/27/2018 09:00 AM 10/28/2018 06:00 PM India Standard Time Artificial Intelligence and Machine Learning | DTU I'm inviting you to join this event. Please take a look. Event name: *Artificial Intelligence and Machine Learning | DTU* Link: https://vaanahaa.com/product/ai-dtu/ Delhi Technological University

1590 2490 ( 36% Off )
18% GST applicable*

9 students enrolled

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Developed by: Verzeo

What you'll learn

Concept Session:

  • Introduction to AI
  • Applications of Artificial Intelligence
  • Introduction to Supervised Learning
  • Introduction to Unsupervised Learning
  • Comparison between Supervised & Unsupervised Learning
  • Comparison between Machine Learning & Statistical Modelling
  • Supervised Learning Classification
  • Unsupervised Learning
 

Practical Session:

  Supervised Learning
  • K-Nearest Neighbors
  • Decision Trees
  • Random Forests
  • Reliability of Random Forests
  • Advantages & Disadvantages of Decision Trees
  • Regression Algorithms
  • Model Evaluation
  • Model Evaluation: Overfitting & Under fitting
  • Understanding Different Evaluation Models
  Unsupervised Learning
  • K-Means Clustering plus Advantages & Disadvantages
  • Hierarchical Clustering plus Advantages & Disadvantages
  • Measuring the Distances between Clusters - Single Linkage Clustering
  • Measuring the Distances between Clusters - Algorithms for Hierarchy Clustering
  • Density-Based Clustering
  Dimensionality Reduction & Collaborative Filtering
  • Dimensionality Reduction: Feature Extraction & Selection
  • Collaborative Filtering & Its Challenges
 
  • Part 1 - Data Pre-processing
  • Part 2 - Regression: Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, SVR, Decision Tree Regression, Random Forest Regression
  • Part 3 - Classification: Logistic Regression, K-NN, SVM, Kernel SVM, Naive Bayes, Decision Tree Classification, Random Forest Classification
  • Part 4 - Clustering: K-Means, Hierarchical Clustering
  • Part 5 - Association Rule Learning: Apriori, Eclat
  • Part 6 - Reinforcement Learning: Upper Confidence Bound, Thompson Sampling
  • Part 7 - Natural Language Processing: Bag-of-words model and algorithms for NLP
  • Part 8 - Deep Learning: Artificial Neural Networks, Convolutional Neural Networks

...Read more
  • Overview
  • Certification
  • Eligibility
  • Venue Location
  • Overview +

Artificial Intelligence and subsequently Machine Learning is presenting a radically new paradigm:

  • (a) training data, not coding rules, and letting the data generate models,
  • (b) letting these models learn from new data and predict future data
  • (c) improving predictions on the go.
 
This workshop is implementing a well-researched plan to spread AI talent at global tech hubs for applications in practical decision-making. We will focus on imparting learning on AI since industry peers surmise that AI will dominate all other IT platforms for decades to come. While the software tech giants continue to corner the world’s top AI science talent, businesses need data and application engineers. In this course, you’ll learn the basics of modern AI as well as some of the representative applications of AI. Along the way, we also hope to excite you about the numerous applications and huge possibilities in the field of AI, which continues to expand human capability beyond our imagination.

  • Certification +

“It’s not the certificate what matters most but the Learning”

Participants will receive a certificate of participation and top performers will be awarded with Merit Certification
All participants will receive a Printed copy of certification along with an Online Certificate
Online Certificates can be verified by the employers from any part of the globe
Certificates with a unique code system

  • Eligibility +

“Do you want to sell sugar water for the rest of your life, or do you want to come with us and change the world?”

Welcome to Vaanahaa if you are passionate about AI and Machine Learning or if you are an Engineer or Engineering aspirant or someone who wants to change the world with us

  • Venue Location +
Delhi Technological University, Shahbad Daulatpur, Main Bawana Road, Rohini, Delhi, 110042

Benefits

    “Break the boundaries of Learning with Vaanahaa Education and Innovation Labs”

    1. Learn what Industry needs from Industry Experts
    2. Certification with unique verification feature
    3. Weekly updates on Internship/Job Opportunity
    4. Free 1 to 1 mentorship directly from CEO
    5. Avail Free assistance from our dedicated HR team before you appear for any Interview
    6. Avail discount coupon and many more surprises with vaanahaa community.
    last but most importantly Life Long relationship with team Vaanahaa.

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