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MACHINE LEARNING & AI WITH PYTHON

You can become a Machine Learning specialist without leaving you job. Upskill with Nerd Geek Lab Academy. All inclusive career support: Career mapping, Resume building, Mock interviews and more. Nerd Geek Lab is Rated Asia's Best Machine Learning Institute. Join Our Latest and Updated Machine Learning Course in Delhi. This Machine Learning online course offers an in-depth overview of Machine Learning topics including working with real-time data, developing algorithms using supervised & unsupervised learning, regression, classification, and time series modeling. Learn how to use Python in this Machine Learning certification training to draw predictions from data.

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Requirements

  • This Machine Learning course requires an understanding of basic statistics and mathematics at the college level. Familiarity with Python programming is also beneficial. You should understand these fundamental courses including Python for Data Science, Math Refresher, and Statistics Essential for Data Science, before getting into the Machine Learning online course.

Description

Machine Learning Course Overview

Machine learning 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.

 

PROGRAM HIGHLIGHTS

74% of Indian business heads believe that Artificial Intelligence (AI) can augment economic growth, according to a recent PwC India report. With this growth and demand for skilled talent in mind, IIT Bombay has designed the six-month Certificate Program in Machine Learning & AI with Python.

Join this high-impact program to upskill and develop your ability to harness the full potential of these technologies in the world's most in-demand programming language, Python. Become industry-ready with proficiency in applying ML and AI with Python for automation, better decision-making, and competitive advantage for your organisation.

 

 

SKILLS YOU WILL LEARN

  • Supervised and unsupervised learning
  • Time series modeling
  • Linear and logistic regression
  • Kernel SVM
  • KMeans clustering
  • Naive Bayes
  • Decision tree
  • Random forest classifiers
  • Boosting and Bagging techniques
  • Deep Learning fundamentals

 

LEARNING OUTCOMES

 Conduct mathematical operations on a wide range of data using NumPy

 Build predictive models using neural networks and decision trees

 Operate Pandas to sort through and rearrange data, run analyses, and build DataFrames from the outset

 Build text classification systems with NLP using both linear classifiers and deep learning methods

 Gain quicker and relevant insights by visualising data with Matplotlib

 Differentiate between optimisation techniques and how they solve learning problems across models, minimise errors or maximise rewards

 Use Scikit to construct predictive linear models to forecast outcomes with maximum precision

 Build AI models using agent-based models that run search algorithms and achieve their tasks

Prerequisites and Requirements

This free course is ideal for beginners who are looking to learn the basics of Machine Learning. No prior experience is necessary.

This Machine Learning course requires an understanding of basic statistics and mathematics at the college level. Familiarity with Python programming is also beneficial. You should understand these fundamental courses including Python for Data Science, Math Refresher, and Statistics Essential for Data Science, before getting into the Machine Learning online course.

 

Machine Learning Training Key Features

  • Gain expertise with 25+ hands-on exercises
  • 4 real-life industry projects with integrated labs
  • Dedicated mentoring sessions from industry experts
  • 44 hours of instructor-led training with certification

Machine Learning Course Curriculum

Eligibility

The Machine Learning certification online course is well-suited for participants at the intermediate level including, analytics managers, business analysts, information architects, developers looking to become data scientists, and graduates seeking a career in Data Science and Machine Learning.

Pre-requisites

This Machine Learning course requires an understanding of basic statistics and mathematics at the college level. Familiarity with Python programming is also beneficial. You should understand these fundamental courses including Python for Data Science, Math Refresher, and Statistics Essential for Data Science, before getting into the Machine Learning online course.

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About the Instructor

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About the Instructor