Machine Learning

Machine Learning Course

Machine Learning Course

Machine Learning Course

-Build Intelligent Applications

About Machine Learning course: Machine Learning Course is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you’ll learn about not only the theoretical underpinnings of learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems. Finally, you’ll learn about some of Silicon Valley’s best practices in innovation as it pertains to machine learning and AI.

Machine Learning Course

This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.

Topics include:

(i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks).

(ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning).

(iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI).

The course will also draw from numerous case studies and applications, so that you’ll also learn how to apply learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas.

Machile Learning Jaipur

PRE-REQUISITES

Basic programming skills (in Python), algorithm design, basics of probability & statistics

Detailed  Contents of Machine Learning Course :

      1.Introduction :

        • What is Machine Learning ?
        • Supervised and Unsupervised Learning
        • Where Is It Used ?

       2.Cloud Computing : How to Train Your Model Easily ?

       3.Python Basics

       4.NLP Intuition Lectures:

      • Regex
      • Minimum Edit Distance
      • N-grams
      • Naive Bayes Algorithm
      • Sentiment Analysis

       5.Understanding Working Environment:

      • Numpy
      • Matplotlib
      • Pandas
      • scikit-learn

       6. Supervised Learning Models    

      • Gradient Descent
      • Linear Regression
      • Logistic Regression

      7. Unsupervised Learning Models

      • k-Means Clustring Intution

       8. Deep Learning:

      •        Neuron
      •        Activation Functions
      •        How do Neural Nets work ?
      •        BackPropogation

       9. Building ARTIFICIAL NEURAL NETWORKS (ANN)

      •        Convolutional networks
      •        Pooling
      •         Flattning

      10. Introduction to Building CONVOLUTIONAL NEURAL NETWORKS (CNN)

      11. Minor Project Work

      Why SAMYAK ?

      1. Registered LLC Company in Florida, USA
      2. An ISO 9001:2015 Certified Company
      3. Working on International Level Projects
      4. GOOGLE Certification Partner
      5. Authorized Tally Academy
      6. HP Software University Partner
      7. RKCL's (Rajasthan Govt) Training Partner
      8. Govt. Approved Courses Provider
      9. Authorized Microsoft Testing Centre
      10. Authorized AutoDesk Testing Centre
      11. Authorized Adobe Testing Centre
      12. 11 Branches & Growing ...
      13. Most Preferred Vendor working on Projects

      International Certifications with Live Projects


      • Samyak believes in employability and hence Samyak provides training with less theory and more Practical work.
      • Course modules are prepared by Experts from software development companies.
      • 100% Placements Assistance. We have good track record of placements
      • Samyak has 250+ Computers, Switches, Routers, PLCs, Hardware and Software AND has enormous in-house projects to support the project based studies.
      • Students of Samyak get opportunity to avail internship and placements in and at partner companies of Samyak (in and out of India).
      • Samyak students have exclusive portal for placement, where companies exclusively request the quality students from SAMYAK only.
      • Being in multiple locations across the Globe, Samyak allows students to take transfer in needed circumstances.
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      • Samyak is the fastest growing company in education / training domain, and provides all solutions through cutting edge technologies.

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