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    MACHINE LEARNING WITH PYTHON

    python is an end-to-end open source platform for machine learning. PYTHON is a rich system for managing all aspects of a machine learning system; however, this class focuses on using a particular PYTHON API to develop and train machine learning models. See the PYTHON documentation for complete details on the broader PYTHON system.

    PYTHON APIs are arranged hierarchically, with the high-level APIs built on the low-level APIs. Machine learning researchers use the low-level APIs to create and explore new machine learning algorithms. In this class, you will use a high-level API named tf.keras to define and train machine learning models and to make predictions. tf.keras is the PYTHON variant of the open-source Keras API. Enroll & Get Certified now!

    • ✔ Minimum Course Duration : 16 hrs
    • ✔ Training Options : Live Online / Self-Paced / Classroom
    • ✔ Certification Pass : Guaranteed

    16 hrs

    Minimum Course Duration

    20+

    Countries And Counting

    25+

    Corporates Served

    20+ hrs

    Workshop

    MACHINE LEARNING WITH PYTHON

    PYTHON is an end-to-end open source platform for machine learning. PYTHON is a rich system for managing all aspects of a machine learning system; however, this class focuses on using a particular PYTHON API to develop and train machine learning models. See the PYTHON documentation for complete details on the broader PYTHON system. PYTHON APIs are arranged hierarchically, with the high-level APIs built on the low-level APIs. Machine learning researchers use the low-level APIs to create and explore new machine learning algorithms. In this class, you will use a high-level API named tf.keras to define and train machine learning models and to make predictions. tf.keras is the PYTHON variant of the open-source Keras API.

    What you will Learn

    There is an increasing demand for skilled data scientists across all industries, making this data science certification course well-suited for participants at all levels of experience. We recommend this Data Science training particularly for the following professionals:

    • Learn enough about NumPy and pandas to understand tf.keras code.
    • Learn how to use Colabs.
    • Become familiar with linear regression code in tf.keras.
    • Evaluate loss curves.
    • Tune hyperparameters.

    PREREQUISITES

    • Basic knowledge of mathematics is required especially linear algebra, calculus, probability, Matrices.
    • Some basic knowledge of coding.
    • At least high school level math skills will be required

    CURRICULUM

    Learning Objectives:
    Machine Learning vs Statistical Modeling & Supervised vs Unsupervised Learning
    • Machine Learning Languages, Types, and Examples 
    • Machine Learning vs Statistical Modelling
    • Supervised vs Unsupervised Learning 
    • Supervised Learning Classification 
    • Unsupervised Learning 
     
    Learning Objectives:

    Supervised Learning I

    • K-Nearest Neighbors 
    • Decision Trees 
    • Random Forests
    • Reliability of Random Forests 
    • Advantages & Disadvantages of Decision Trees 
     
    Learning Objectives:
    Supervised Learning II
    • Regression Algorithms 
    • Model Evaluation 
    • Model Evaluation: Overfitting & Underfitting
    • Understanding Different Evaluation Models
     
    Learning Objectives:
    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 
    Learning Objectives:

    Dimensionality Reduction & Collaborative Filtering

    • Dimensionality Reduction: Feature Extraction & Selection 
    • Collaborative Filtering & Its Challenges 

    FAQs

    You can enroll for this classroom training online. Payments can be made using any of the following options and receipt of the same will be issued to the candidate automatically via email.
    1. Online ,By deposit the mildain bank account
    2. Pay by cash team training center location

    Highly qualified and certified instructors with 20+ years of experience deliver more than 200+ classroom training.

    Contact us using the form on the right of any page on the mildaintrainings website, or select the Live Chat link. Our customer service representatives will be able to give you more details.

    You will never miss a lecture at Mildaintrainigs! You can choose either of the two options: View the recorded session of the class available in your LMS. You can attend the missed session, in any other live batch.

    We have a limited number of participants in a live session to maintain the Quality Standards. So, unfortunately, participation in a live class without enrollment is not possible. However, you can go through the sample class recording and it would give you a clear insight about how are the classes conducted, quality of instructors and the level of interaction in a class.

    Yes, you can cancel your enrollment if necessary prior to 3rd session i.e first two sessions will be for your evaluation. We will refund the full amount without deducting any fee for more details check our Refund Policy

    Yes, the access to the course material will be available for lifetime once you have enrolled into the course.

    Just give us a CALL at +91 8447121833 OR email at info@mildaintrainings.com

    CERTIFICATE OF ACHIEVEMENT

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    Training features

  • Instructor-led Sessions
    Online Live Instructor-Led Classes.
    Classroom Classes at our/your premises.
    Corporate Training
  • Real-life Case Studies
    Live project based on any of the selected use cases, involving implementation of the various Course concepts.
  • Assignments
    Each class will be followed by practical assignments.
  • Lifetime Access
    You get lifetime access to presentations, quizzes, installation guide & class recordings.
  • 24 x 7 Expert Support
    We have 24x7 online support team to resolve all your technical queries, through ticket based tracking system, for the lifetime.
  • Certification
    Sucessfully complete your final course project and Mildaintrainings will give you Course completion certificate.
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