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IIT-M Certified Python & complete AI Combo

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4.5

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Learn Path Description

22’s to turn the recruitment odds in your favor! Learn to create a powerful ML model for data analysis, predictive analytics & more. Throughout the course, you will get familiarized with incorporating Deep Learning models using Python Libraries such as Keras & PyTorch.  

Skills You Will Gain

Courses In This Learning Path

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Total Duration

7 hours

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Level

Beginner

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Learn Type

Certifications

IITM Pravartak Python Course

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IIT-M Affiliated Python Certification Course to help you learn the basics of Python, the most powerful, versatile and in-demand programming language today. Start from scratch, and gradually move towards the level where you can write programs to gather, clean, analyze, and visualize data. Whether you have never programmed before, already know basic syntax, or want to learn about the advanced features of Python, this course is for you! This free Python course will give you that core, solid understanding of the Python programming language. You will not only be learning Python, but you will be learning industry best practices for Python programming that real employers demand. Python is a popular programming language used across industries, from tech to finance, and can help you land jobs in data analysis, software development, and more. With our beginner-friendly curriculum, you'll be able to confidently use Python in everyday applications and understand its potential for advanced programming. Plus, with a Python IIT certification, you'll have a valuable credential to showcase on your resume.

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Total Duration

3 hours

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Level

Intermediate

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Learn Type

Certifications

Machine Learning 101

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This course is an introduction to Machine Learning, Classification models with SVM's Decision trees or Random Forests. To get started in machine learning, you will be able to use scikit-learn. Learn how to build and tune predictive classification and regression models, and how they compare with real-world data. This course is for anyone with Python programming experience and who wants to develop their career in data analysis, predictive modelling, ML & Ai. Scikit-learn is the most widely used and user-friendly Python ML library.

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Total Duration

15 hours

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Level

Intermediate

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Certifications

Keras for Beginners

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Keras is an open-source library for neural networks. It offers a flexible way to reduce cognitive load and provides consistent APIs. Keras is widely regarded as one of the best methods to learn Deep Learning. The course focuses on Keras's environment and deep learning. Each layer defines the specific functionality required to deploy a neural net.

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Total Duration

8 hours

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Level

Intermediate

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Certifications

Deep learning using Pytorch

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PyTorch is Deep Learning and Artificial Intelligence. While Tensorflow, Google's Deep Learning library, has seen a lot of popularity in the last few years but PyTorch is the preferred library for researchers and professionals around the world for deep learning and AI. It is possible that Tensorflow is so popular because Google uses effective marketing. Tensorflow changed so much between version 1 and 2. Is there any problem with the software? It is not well-known that PyTorch has been backed by Facebook (specifically the Facebook AI Research Lab, FAIR). PyTorch is a well-respected deep learning library that has been backed by large companies and lots community support. It's possible that this library won't totally ruin your code once it moves to the next version. However, it is well-known that the AI shops at the top (ex. PyTorch is used by JPMorgan Chase, OpenAI, Apple and Apple. OpenAI recently switched to PyTorch for 2020, which is a strong indication that PyTorch has gained momentum. It's also faster.

Learn Path Reviews

Average Rating Based on 3 reviews

4.3

33%

67%

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