certification Archives - Global Tech Council

MODULES INCLUDED

  • What is Artificial Intelligence?
    • History of Artificial Intelligence
    • Need of Artificial Intelligence
    • State of Art
    • The Turing Test
  • Intelligent Agents
    • Agents and Environment
    • Structure of Agents
  • Searching
    • Uninformed search
    • Informed search
    • Brute force search
    • Adversarial Search
    • Constraint satisfaction problems
  • Logic
    • Propositional Logic
    • Predicate Logic
    • Deduction
  • First Order Logic
  • Planning
  • Knowledge Representation
  • Rule Based System
  • Basic Probability Concepts
  • Bayesian Inference
  • Naive Bayes Models
  • Bayesian Networks
  • Markov Model
  • Hidden Markov Model
  • Association rules
  • Dimensionality reduction
  • Feature selection and visualization
  • What is Machine Learning?
  • Types of Learning
    • Supervised learning
    • Unsupervised Learning
    • Semi-Supervised Learning
  • Decision Tree
  • Clustering and Classification
  • Regression
  • Support Vector Machine
  • What is Reinforcement learning
  • Passive Reinforcement learning
  • Active Reinforcement learning
  • Searching in Reinforcement learning
  • Applications of Reinforcement learning
  • Natural Language Processing
    • Language Models
    • Information Retrieval
    • Information Extraction
  • Natural Language Processing for Communication
    • Syntactic Analysis
    • Augmented Grammar and Semantic Analysis
    • Machine Translation
    • Speech Recognition
  • Perception
    • Image Formation
    • Image Processing Operation
      • Edge Detection
      • Segmentation
      • Finding Depth
      • Finding Orientation
      • Object Recognition
  • What is a Neural Network?
  • Neural Network Representation
  • Types of Neural Network
    • Single Layer Network
    • Multi-Layer Network
  • Feedforward Neural Network
  • Convolutional Neural Network
  • Recurrent Neural Network
  • Neural Network Learning- Backpropagation
  • Healthcare
  • Robotics
  • Entertainment
  • There will be an online training followed by a multiple choice exam of 100 marks.
  • You need to acquire 60+ marks to clear the exam.
  • If you fail, you can retake the exam after one day.
  • You can take the exam no more than 3 times.
  • If you fail to acquire 60+ marks even after three attempts, then you need to contact us to get assistance for clearing the exam

Certification Benefits

  • Provides a validation for your skills improving career opportunities
  • Improved potential for a higher salary
  • A secure digital certification for expanding your knowledge base

What you get?

  • Global Tech Council Certification
  • Career guidance in big data analytics domain
  • Peer-to-Peer networking opportunity
  • 1 to 1 counselling with our career experts

CAREER FACTS

Top job functions

  • Finance
  • Retail
  • Information Technology
  • Operations
  • Sales
  • Manufacturers


What does a Artificial Intelligence Expert do?

An artificial intelligence expert is required in a variety of settings including private companies and public organizations in multiple positions.

The Growth Curve ahead:

  • Analytics Director
  • Artificial Scientist
  • Machine Learning Engineer
  • Data scientist
  • Data Engineer

Final Outcome

After completing this certification, you would have mastered the core concepts of Artificial Intelligence.

Instructor Profile

Success Stories

MODULES INCLUDED

  • Evolution of Data
  • Big Data definition
  • Sources of Big Data
  • Social media as a Big Data source
  • Cloud as a Big Data source
  • IOT as a Big data source
  • Dat bases as Big Data source
  • Types of Data
  • Big Data challenges
  • Big Data opportunities
  • Big data in Healthcare Optimisation
  • Big Data in Telecom Industry
  • Big data in Marketing
  • Big data in optimising business processing
  • Challenges with the traditional approach
  • What is Hadoop
  • Why Hadoop
  • Features of Hadoop
  • Hadoop Architecture
  • Hadoop vs RDBMS
  • Data storage in HDFS
  • HDFS architecture
  • HDFS write mechanism
  • HDFS read mechanism
  • What is MapReduce
  • Word Count Example
  • MapReduce execution framework
  • Limitations of MapReduce.
  • What is Yarn
  • Feature of Yarn
  • Architecture of Yarn
  • Limitations of MapReduce
  • Apache spark definition
  • Features of Spark
  • Apache spark applications
  • Apache Spark Components
  • Spark core
  • Spark streaming
  • Spark SQL
  • MLlib
  • GraphX
  • Spark Architecture
  • Why Apache Pig
  • What is Apache Pig
  • Apache PIG vs MapReduce
  • Apache Pig vs SQL
  • Apache Pig execution modes
  • Apache Pig features
  • Apache Pig Highlights
  • Who is using Apache Pig
  • Apache Pig data types
  • Apache Pig commands
  • Application of Apache Pig
  • Apache Pig execution example
  • Apache Pig architecture
  • Apache Pig components
  • What is Hive?
  • Features of Apache Hive
  • Hive Architecture
  • Hive Job execution flow
  • Execution modes in Hive
  • There will be a multiple-choice exam of 100 marks.
  • You need to acquire 60+ marks to clear the exam.
  • If you fail, you can retake the exam after one day.
  • You can take the exam no more than 3 times.
  • If you fail to acquire 60+ marks even after three attempts, then you need to contact us to get assistance for clearing the exam

Certification Benefits

  • Opens the world of excellent career opportunities in Big Data analytics.
  • Proves to be your competitive edge in interviews
  • Ramps up your career growth.
  • Improves your chances to get highly paid.

What you get?

  • Global Tech Council Certification
  • 24*7 Support for all your queries
  • Career guidance in big data analytics domain

CAREER FACTS

Top job functions

  • Business Development
  • Engineering
  • Information Technology
  • Operations
  • Sales


What does a Big Data Expert do?

Big data expert works closely with data, and make it informative by analyzing the data, which leads to business growth.

The Growth Curve ahead:
Big Data Analyst

Final Outcome

After completing this certification, you would have mastered the core concepts of Big Data that are commonly used across multiple industries to solve large-scale problems.

 

 

 

Success Stories

MODULES INCLUDED

  • Introduction to Python Programming
  • Numpy, Pandas and Matplotlib
  • Data Wrangling using Python
  • Introduction to machine learning
  • Regression
  • Classification
  • Clustering

 

  • Apriori Algorithm
  • Market Basket Analysis
  • Understanding Time Series Data
  • ARIMA analysis
  • There will be an online training followed by a multiple choice exam of 100 marks.
  • You need to acquire 60+ marks to clear the exam.
  • If you fail, you can retake the exam after one day.
  • You can take the exam no more than 3 times.
  • If you fail to acquire 60+ marks even after three attempts, then you need to contact us to get assistance for clearing the exam

Certification Benefits

  • Provides a validation for your skills improving career opportunities
  • Improved potential for a higher salary
  • A secure digital certification for expanding your knowledge base

What you get?

  • Global Tech Council Certification
  • 24×7 dedicated support
  • Peer to peer networking
  • Lifetime access to course content

CAREER FACTS

Top job functions

  • Finance
  • Retail
  • Information Technology
  • Operations
  • Sales
  • Manufacturers


What does a Machine Learning Expert do?

An expert in machine learning is expected to deal with large volumes of data, develop efficient algorithms and data-driven models for processing across every industry

The Growth Curve ahead:

  • Data Science Manager
  • Big Data Engineer
  • ML Engineer
  • Software Engineer
  • Automation Engineer

Final Outcome

Success Stories