Artificial Intelligence

Artificial Intelligence Training

Artificial Intelligence also called as Machine Intelligence is the ability of computer systems to perform the tasks that generally require a human brain’s intelligence and logic (Natural Intelligence) like speech recognition, face recognition, visual perception, language translation, decision making, self-correction and more. It is all about designing machines that can ‘think’ because, with artificial intelligence, machines display performance of “cognitive” functions like problem-solving and learning which are normally performed by human beings. Its use is increasing day by day in the daily life and so it is being used by a lot of industries like business, gaming, media, finance, medicine, robotics, law, manufacturing, education and more. The ATM Machine is also an example of AI. AI field is constantly growing and evolving expanding human capabilities beyond our imagination. In this course, you will learn all the basic and advanced concepts of modern AI and also it’s applications.

Career Prospects

AI is a technology breakthrough making it easy to perform tasks difficult for human beings to achieve. Artificial Intelligence is the future of technology and is being adopted by every company for delivering better products and services with more accuracy and efficiency. Machine learning professionals are increasingly needed by organizations because this industry is expected to grow from $ 1 billion to $ 9 billion by 2022. We help you in targeting the best jobs in this industry by giving you hands-on and detailed AI & Machine Learning knowledge with the best qualified and experienced trainers.

What will you learn out of this course?

  • Artificial intelligence basics
  • AI applications like machine learning, natural language processing, robotics, probabilistic reasoning, computer vision
  • AI basic and advanced concepts like Deep networks, neural networks, Boltzmann Machines, Structured Knowledge, Self-Organizing Maps, Model Selection, boosting and much more.
  • AI optimization for real-world situations
  • Building intelligent agents
  • Machine learning algorithms
  • Real world AI problem-solving through python programming

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    ARTIFICIAL INTELLIGENCE SYLLABUS

  • Introduction to machine learning

    Machine Learning Applications Future of Machine Learning

  • Learn Data Preprocessing

    Missing Data and Categorical Data
    Splitting the Dataset into the Training set and Test set
    Feature Scaling

  • Use of Git and GitHub

    How to set up Your GitHub Account?
    Git Repository configuration
    How to make Your First Git Commit and push Your First Commit to GitHub?
    Step-by-Step Git and GitHub Workflow

  • Simple Linear Regression and Multiple Linear Regression

    Intuition and Dataset + Business Problem Description
    Simple Linear Regression and Multiple Linear Regression

  • Overview of Polynomial Regression and Support Vector Regression (SVR)

    Intuition and Python Regression Template
    Polynomial Regression and Decision Tree Regression

  • Decision Tree Regression and Random Forest Regression

    Intuition
    Decision Tree Regression and Random Forest Regression

  • Evaluating Regression Models Performance

    R-Squared Intuition and Adjusted R-Squared Intuition
    How to Evaluate Regression Models Performance?
    Concepts of Interpreting Linear Regression Coefficient

  • Logistic Regression

    Intuition
    Logistic Regression and Python Classification Template

  • K-Nearest Neighbors (K-NN) and Support Vector Machine (SVM)

    Intuition
    K-NN and SVM

  • Decision Tree Classification and Random Forest Classification

    Intuition
    Decision Tree Classification and Random Forest Classification

  • Evaluate Classification Models Performance

    Learning of False Positives & False Negatives
    Concepts of Confusion Matrix and Accuracy Paradox
    CAP Curve and CAP Curve Analysis

  • K-Means Clustering and Hierarchical Clustering

    Intro to K-Means Clustering
    Basic of Intuition and Random Initialization Trap
    Selecting the Number Of Clusters
    Intro to K-Means Clustering
    Intuition and Hierarchical Clustering How Dendrograms Work
    Study of Hierarchical Clustering Using Dendrograms and HC

  • Building an ANN and Evaluating, Improving and Tuning the ANN

    Evaluating the ANN and Improving the ANN
    Concept of Tuning the ANN

  • Tensor flow and regression in tensor flow

    Basic of TF
    Computation Graph and Tensors
    Understanding Image Processing and Images As Tensors
    Intro to MNIST
    Individual Neuron and Learning Regression
    Concepts of Learning XOR and XOR Trained

  • Artificial Intelligence Course Price: 18999* INR


    Why is Ad2Brand the best Internet of Artificial lntelligence Training institute in Pune?
     

    Certified Industry Trainers


    We at Ad2Brand have expert globally certified faculty having industry exposure imparting the best practical knowledge to students.

    6000+ Successful Placements

    We provide full placement support right from interview preparation to sending your cv to the best companies as a kickstart to your career.

    Job Oriented Training

    Our training is focused on hands-on knowledge and real time projects. Get practical knowledge by learning from industry best experts.

    Certification Preparation

    Our training courses cover all areas to make you skilled to clear globally recognized certifications in python.Get the best jobs in this industry.

    Dedicated Training Cell

    We have a dedicated training cell with all facilities to deliver successful training programs. We aim to impart the best knowledge through quality trainings.

    Facility of Video Lectures

    We conduct quality and informative sessions with expert professionals, you also get a lifetime access to rich learning video lectures through our training session.

    interactive classes for every course

    Our trainers make sure to engage students and make the sessions interesting as well as interactive for better knowledge transition and understanding.

    Doubt-clearing sessions

    Our aim is to make successful professionals skilled enough to get good jobs in the data science and we are conduct the regular doubt clearing sessions.

    Book Our Training Program Today !