certification training 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

  • What is Artificial Intelligence?                               
  • Intelligent Agents 
  • Advantages and Disadvantages of AI 
  • Challenges of AI
  • What is Searching?
  • Uninformed Search Algorithm 
  • Informed Search Algorithm 
  • Adversarial Search 
  • Constraint satisfaction problems
  • Knowledge Representation 
  • Knowledge Representation Techniques 
  • Propositional Logic 
  • First Order Logic 
  • Rule-Based System
  • Basic Probability Concepts 
  • Markov and Hidden Markov Model 
  • Association rules 
  • Dimensionality reduction 
  • Feature selection and Feature Extraction
  • What is Machine Learning? 
  • Types of Learning 
  • Clustering 
  • Classification 
  • Decision Tree 
  • Regression 
  • Support Vector Machine 
  • What is Reinforcement learning?
  • Natural Language Processing 
  • Perception
  • What is a Neural Network? 
  • Types of Neural Network 
  • Neural Network Components
  • Artificial Intelligence in Blockchain 
  • Artificial Intelligence in Healthcare 
  • Artificial Intelligence in IoT
  • 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 Artificial Intelligence domain
  • Peer-to-Peer networking opportunity
  • 1 to 1 counselling with our career experts

CAREER FACTS

Top job functions

  • IT
  • Education
  • E-commerce
  • Healthcare
  • Supplychain
  • Sales & Operations


What does a Artificial Intelligence Expert do?

An AI expert is one who trains machines to learn from experience. He programs computer systems to recognize fingerprints and voices, solve problems, and interpret information in a relevant manner.

The Growth Curve ahead:

  • Data Mining Analyst 
  • Machine Learning Engineer & Researcher
  • Data Scientist
  • Data Engineer
  • AI Developer
  • Robotics Programmer

Final Outcome

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

artificial intelligence certification, artificial intelligence training, artificial intelligence expert, ai certification

Instructor Profile

Success Stories

MODULES INCLUDED

  • What is Machine Learning?
  • Process of Machine Learning
  • Life Cycle of Machine Learning
  • Application working in Machine Learning
  • Types Of Machine Learning
  • Setting up the development environment lab
  • Importing Libraries
  • Importing Dataset
  • Taking care of Missing Data
  • Encoding Data: Categorical Data
  • Splitting the dataset into the Training set and Test set
  • Feature Scaling
  • What is Supervised Learning?
  • Types of Supervised Learning
  • Simple Linear Regression
  • Multiple Regression
  • Polynomial Regression
  • Implementation of Decision Tree
  • Implementation of Random Forest Regression
  • Implementation of Logistic Regression
  • Implementation of Naive Bayes
  • Implementation of Support Vector Machine (SVM)
  • K-means Clustering
  • K-means Selecting the Number of Clusters
  • Implementation of k-means clustering
  • Implementation of Hierarchical Clustering
  • Implementation of Apriori
  • Implementation of Time Series Modeling
  • Implementation of Upper Confidence Bound (UCB)
  • Implementation of Thompson Sampling
  • Implementation of Artificial Neural Networks (ANN)
  • Implementation of Convolutional Neural Network (CNN)
  • Implementation of XGBoost
  • Implementation of Principal Component Analysis
  • Implementation of Linear Discriminant Analysis
  • Implementation of Kernel PCA
  • Implementation of Natural Language Processing in Python
  • 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

  • Grasp an in-depth understanding of machine learning
  • Understand machine learning with acquired knowledge
  • Have an overview of ML benefits

What you get?

  • Global Tech Council Certification
  • Lifetime access to the course content
  • 24*7 Support for all your queries

CAREER FACTS

Top job functions

  • Marketing
  • E-Commerce
  • Manufacturing
  • Health sector
  • Behavioral science
  • Finance & Investing


What does a Machine Learning Developer do?

A Certified Machine Learning Developer is a skilled professional who understands what machine learning is and how machine learning works. The developer can use this knowledge to build a model from scratch. Students can use this knowledge to research new algorithms. Being a Machine Learning Developer facilitates you to build a model from sample data in order to automate the decision-making process based on data inputs.

The Growth Curve ahead:

After you successfully complete the certification, you can have various opportunities in your professional growth. You can be:

  • Machine learning Developer
  • Machine learning researcher

What are the domains where Machine Learning Developers work?

  • Marketing
  • E-Commerce
  • Manufacturing
  • Health sector
  • Behavioral science
  • Finance & Investing

Final Outcome

After completing this certification, you will be able to master the core concepts of machine learning along with greater understanding of AI and applications.

 

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

MODULES INCLUDED

  • Introduction
  • What is Machine Learning?
  • Types Of Machine Learning
  • Importing
  • Data Handling
  • Dimensionality Reduction
  • Supervised Learning Regression
  • Regression
  • Decision Tree Regression
  • Random Forest Regression
  • Classification
  • Unsupervised Learning
  • Clustering
  • Reinforcement Learning
  • Deep Learning
  • Neural Network
  • Natural Language Processing
  • Time Series Forecasting
  • Bonus
  • 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

machine learning expert, Machine Learning Certification, machine learning training,

Success Stories