Industry Certification in Data Science & Machine Learning with Python

Program fee: ₹42,000. No hidden costs. Easy EMI available

Designed and delivered by experts from the industry for the industry. Dedicated placement support & integrated internship program under leading companies in the industry.

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Live Classes

10-12 hours perweek

To be announced

Next batch start date

International Mentors

5+ countries

Explore our programs

Nordic is the school of the future. Our partnership with the most progressive minds and talents in the industry means you get coached by the best and the curriculum you are pursuing has been designed by the best.

  • Program curriculum
  • Mentors
  • Program-fee

Program curriculum

Programming Orientation

Basic of Programming

Basics of Language

Logic Building Techniques

Overview on different programming Paradigms

Layers of programming – Front End, Middle Tier, Back end

Concepts of Testing

Python Full Stack Course

Data types

Operators

Control Statements (Branching Statements, Loops, Functions)

Object Oriented Programming Concepts

Classes and Objects

Encapsulation

Abstraction

Inheritance

Polymorphism

File Handling

Exceptional Handling

Regular Expressions

Database Connectivity

Module (Data and Time, OS, Sys, Trace back)

Introduction to Jupyter Notebook

Jupyter Notebook

Python for ML/DL

Numpy

Pandas

Matplotlib

Scikit Learn

Seaborn

Plotly

Statistics for Data Science

Descriptive statistics

Probability and types of probabilities

Bayes Theorem

Probability distributions

Inferential statistics: Central Limit Theorem ,Confidence Intervals, Hypothesis Testing

Statistical tests

Design Thinking for Data Scientists

Systems and Design frameworks - thinking principles

Business prospective – to implementing data science solutions

State of the art of data science, problem definition, data strategy, performance metrics, and other strategies

Develop a blueprint of the solution for a problem of choice

Supervised learning

Linear Regression

Multiple Variable Linear Regression

Logistic Regression

Naive Bayes Classifiers

k-NN Classification

Support Vector Machines

Unsupervised learning

K-means Clustering

Hierarchical Clustering

Dimension Reduction-PCA

Ensemble Techniques

Decision Trees

Bagging

Random Forests

Boosting

Introduction to Neural Networks and Deep Learning

Introduction to Perceptron & Neural Networks

Activation and Loss functions

Gradient Descent & Batch Normalization

TensorFlow & Keras for Neural Networks

Hyper Parameter Tuning

Solution optimization Techniques

NLP Basics (Natural Language Processing)

Introduction to NLP

Stop Words, Tokenization, Stemming and lemmatization

Bag of Words Model, Word Vectorizer

TF-IDF

POS Tagging

Named Entity Recognition

RNNs

Sequential Models and NLP

Introduction to Sequential data

RNNs and its mechanisms Vanishing & Exploding gradients in RNNs

LSTMs - Long short-term memory

GRUs - Gated recurrent unit

LSTMs Applications

Time series analysis

LSTMs with attention mechanism

Neural Machine Translation

Computer vision

Introduction to Convolutional Neural Networks

Convolution, filtering, Pooling, Padding & its mechanisms

Forward Propagation & Backpropagation for CNNs

CNN architectures - AlexNet, VGGNet, InceptionNet & ResNet

Transfer Learning

Deploying Machine Learning Model

Introduction to Cloud Computing Technologies

Web Techniques – Rest APIs, Node.js, React.Js

Making Model as a Process and hosting on to the cloud

Model Monitoring and Optimization

Projects on

Machine learning regression Model

Machine Learning Classification Model

Deep Learning Computer Vision

NLP model

Best in Class Mentors

Jeeva Chelladhurai

Mentor, Instructor

Acclaimed technical author, speaker, innovator, CEO of Comorin Consulting Services, Ex Technical Manager at IBM & Senior Consultant at Nokia with over 22 years of industry experience

Henrik Melchander

Mentor, Instructor

Senior system developer, company CTO by designation. Over 15 years of industry experience

Karthik Namani

Mentor, Instructor

Teacher by passion, Statistical officer by profession. Over 12 years of industry experience.

Tom Bergström

Mentor, Instructor

Leader, innovator, COO by designation. Over 15 years of industry experience

Sourav Maitra

Mentor, Instructor

Experienced technology lead, speaker, and a teacher by passion. Over 15 years of industry experience

Dhruv Gera

Mentor, Instructor

Acclaimed speaker, personality/soft-skill development coach. Over 25 years of industry experience.

Dedicated Placement Support

in association with.

50+ Hiring Partners

Program Fee

42,000

No Cost EMI at ₹8,400/month (Excluding taxes) available. (Applicable to people residing in India)

How it works

For any questions or queries, we are just a phone call or a WhatsApp message away

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Onboarding
      1. Registration
      2. Pay Online
      3. LMS Onboarding
      4. Mentor Connect
      5. Nordic Membership (3 Years)
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Learn & Execute
      1. Live Classes
      2. Assignments
      3. Live Projects
      4. Doubt Clearing Sessions
      5. 1-On-1 Mentoring
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Certificate

“Certificate of Industry Recognition” awarded upon successful completion