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Top Online Machine Learning Bootcamp Courses to Pursue Right Now

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Top Online Machine Learning Bootcamp Courses to Pursue Right Now

Edited By Team Careers360 | Updated on Apr 08, 2024 04:43 PM IST | #Machine Learning

Can you imagine a world without all this technology? Back in the old days, it was a reality. A machine did exactly what it was told. And nothing more. But now machines are learning on their own. They are taught to learn. This is called Machine learning, where computer systems become adaptive. We can already see this from Siri or Alexa to self-driving cars! For the aspiring programmer / developer in you, there are a variety of online courses and certifications on the market. Top providers are creating amazing Machine learning bootcamp courses. Let us explore some of them.

Machine Learning means teaching systems to behave the way humans do. The machines / computer systems / software are fed enormous amounts of data (real life observations). They analyse it, break it down and adapt to the situation and make better decisions. make the best possible decision. Machine Learning Courses as well as Artificial Intelligence courses are crucial in this age of automation.

Computer systems and softwares these days are created with one goal in mind. To self-teach, and adapt to the situations. To become problem solvers on their own without human intervention. (You could think about Siri or Alexa or any new AI assistant who gives you suggestions.) This is the future. And you want to be part of it.

Why take Machine Learning bootcamp courses?

While there are foundational courses such as a degree or diploma, that you can take to master machine learning, you might feel the need to have one more course. And that is bootcamp. But before going there, for those of you interested in a flexible full-fledged online program, take a look at our list of online degree courses and online diploma courses that can help them to build a proper foundation in their field.

Top Machine Learning Bootcamp courses for you

Take a look at our list of online Courses & Certifications from Top Providers on Machine Learning. Choose the one that fits your needs. Here we have compiled some of our best picks.

Note: The above data is collected and compiled by the Careers360 team.

  1. Data Science and Machine Learning Bootcamp

One of the top Data Science and Machine Learning Bootcamp courses offered by Metis, this comprehensive programme will equip you with the crucial skills needed to become a Machine Learning (ML) professional. The course teaches important topics such as sequential data modelling, deep learning, transfer learning, etc. There are two learning modes. The Live Online format offers a full-time course which contains interactive lectures that will take 14 weeks to complete. The Online Flex format takes 28 weeks to complete. This consists of on-demand lectures. Perks include: online classes, continuous career support, workshops, up-to-date learning materials, one-on-one sessions with Teaching Assistants (TAs), live online project presentations, expert instructors, real-life projects, etc.

Offered by: Metis

Duration: 14 Weeks

Cost: $ 18,500

Topics covered

  • Exploratory Data Analysis
  • Linear Regression and Web Scraping
  • Business Fundamentals for Data Practitioners
  • Machine Learning Classification
  • NLP and unsupervised learning
  • Deep Learning Fundamentals
  • Introduction to Data Engineering

Also read: Online Data Science And Machine Learning Courses & Certifications

  1. Python for Data Science and Machine Learning Bootcamp

One of the top Python for Data Science and Machine Learning Bootcamp courses offered in the Udemy platform, this course delves into Python and its uses in assessing data, creating data visualizations, etc. The students will also master skills such as using machine learning algorithms. This online bootcamp course is excellent for those who wish to develop their skills in Data Science. This is also one of the best Data Science and Machine learning bootcamp courses that engages students in theoretical concepts and practical learning of the programming language and algorithms. Perks include: articles, online video lectures, resources, etc.

Offered by: Udemy

Duration: 25 hours (self-paced)

Cost: Rs. 3,520

Topics covered

  • Course Introduction
  • Environment Set-up
  • Jupyter Overview
  • Python Crash course
  • Python for Data Analysis - NumPy
  • Python for Data Analysis - Pandas
  • Python for Data Analysis - Pandas Exercises
  • Python for Data Analysis - Matplotlib
  • Python for Data Analysis - Seaborn
  • Python for Data Analysis - Pandas Built-in Data Visualization
  • Python for Data Analysis - Plotly and Cufflinks
  • Python for Data Analysis - Geographical Plotting
  • Data Capstone Project
  • Introduction to machine learning
  • Linear Regression
  • Cross-Validation and Bias-Variance Trade-Off
  • Logistic Regression
  • K Nearest Neighbours
  • Decision Trees and Random Forests
  • Support vector machines
  • K Means Clustering
  • Principal Component Analysis
  • Recommender Systems
  • Natural Language Processing
  • Neural Nets and Deep Learning
  • Big Data and Spark with Python
  • Bonus Section

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  1. Deep Learning Course (with Keras and Tensorflow) Certification Training

One of the top machine learning bootcamp courses specialising in deep learning, this deep learning course (with Keras and Tensorflow) certification training course covers topics such as Keras and TensorFlow frameworks in order to carry out deep learning algorithms. Perks include: industry projects, 34 hours of blended learning, project mentoring sessions from industry experts, etc. The students become proficient in technologies that can solve applications without human intervention.

You will learn how to expand the limits of what a computer system can accurately inspect. This is one of the best machine learning bootcamp courses ideal for focussing on Deep Learning(with Keras and Tensorflow). It is ideal for software engineers, statisticians, IT developers, Software testers, analytics professionals, data analysts, junior data scientists, students, etc.

Offered by: Simplilearn

Duration: 1 month

Cost: Rs. 19,999

Topics covered

  • Introduction
  • Artificial Neural Network
  • Deep Neural Network & Tools
  • Deep Neural Net optimization, tuning, interpretability
  • Convolutional Neural Net
  • Recurrent Neural Networks
  • Autoencoders

Top Trending Courses & Certifications:



  1. Become a Machine Learning Engineer

One of the best Machine Learning bootcamp courses offered in Udacity, this course prepares students in machine learning so that they become professionals capable of creating models and products built on end-to-end machine learning mechanisms. So, in simple words, you learn to put theory into practise. If you have the passion for machine learning, then this is one of the best machine learning bootcamp courses to provide you with the right guidance. This course is in collaboration with AWS and Kaggle designed to give the candidates an edge with advanced skills to become an exceptional machine learning engineer.

Offered by: Udacity

Duration: 3 months

Cost: Rs. 58,257

Topics covered

  • Software Engineering Fundamentals
  • Machine Learning in Production
  • Machine Learning Case Studies
  • Machine Learning Capstone
  1. Intro to Machine Learning with PyTorch

Another one of the best Machine Learning python courses, this is an awesome pick if you want to learn ML with PyTorch. Offered in the Udacity platforms, this online self-paced course is catered towards those who want to have an edge in the competitive market. In this course you learn how to develop and implement different predictive algorithms in the real time world as well as learn about topics such as supervised and unsupervised Learning, Neural Networks, etc. Along with these there will be 3 course projects that can help the students develop a comprehensive and practical knowledge on machine learning with PyTorch.

Offered by: Udacity

Duration: 3 Months

Cost: Rs. 58,257

Topics covered

  • Naïve Bayes
  • Ensemble of Learners
  • Training and Tuning Models
  • Regression
  • Decision Trees
  • Perceptron Algorithms
  • Support Vector Machines
  • Evaluation Metrics
  • One course project-Find Donors for CharityML
  • Introduction to Neural networks
  • Deep Learning with PyTorch
  • Training Neural Networks
  • Implementing Gradient Descent
  • One course project- Build an Image Classifier
  • Dimensionality Reduction
  • Hierarchical and Density Based Clustering
  • Clustering
  • Gaussian Mixture Models

Also read: PyTorch Basics for Machine Learning BY IBM via Edx

  1. Introduction to Machine Learning with Tensorflow

Another one of the best machine learning bootcamp courses for beginners, this course designed with keeping in mind the open-source platform Tensorflow is in high demand. You discover the techniques of ML related to algorithms in TensorFlow. You will be able to grasp the crucial concepts of Machine learning and its techniques. S

Offered by: Udacity

Duration: 3 months

Cost: Rs. 58,257

Topics covered

  • Regression
  • Decision Trees
  • Perceptron Algorithms
  • Training and Tuning Models
  • Ensemble of Learners
  • Naive Bayes
  • Support Vector Machines
  • Evaluation Metrics
  • Introduction to Neural Networks
  • Training Neural Networks
  • Deep Learning with Tensorflow
  • Implementing Gradient Descent
  • Clustering
  • Gaussian Mixture Models
  • Hierarchical and Density-Based Clustering
  • Dimensionality Reduction

Also read: Intro to TensorFlow for Deep Learning BY TensorFlow via Udacity

  1. Machine Learning and AI Bootcamp

If you want to go in-depth into Machine Learning, AI and deep learning, then this is one of the best machine learning bootcamp courses online available. Offered in the Jigsaw Academy platform, this covers core concepts in ML and AI. You also delve deep into deep learning (DL) techniques, algorithms and the mathematics behind such algorithms as well as how to deploy these ML and DL algorithms for problem-solving. One of the perks is that you will learn all of this from the best in the industry. You will apply the techniques you learned on both unstructured and structured data via real-time case studies. By the end of this course you will be proficient in implementing machine learning for business applications.

Offered by: Jigsaw Academy

Duration: Self-paced

Cost: NA

Topics covered

  • Machine learning, deep learning, artificial learning, etc, their frameworks
  • How to apply ML and Deep learning techniques to unstructured and structured data, (text, audio, images, video, etc.)
  • How to develop chatbots using Cognitive Class (part of Jigsaw Academy’s partnership)
  • Selection, application, deployment of ML and deep learning algorithms In-depth knowledge of mathematics needed in machine learning and deep learning algorithms

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  1. Smart Pro Artificial Intelligence & Machine Learning

This one of the longer machine learning bootcamp courses online which goes in-depth into the content. Offered in the Aptech learning platform, this course is ideal for those who want to truly immerse themselves in the learning process for quite some time.

The course delivers concepts in financial data analysis using MS Excel. You will learn about Social, Mobile, Analytics, and Cloud often called SMAC. Also you will cover Machine learning, Deep learning, large data management, AI primer, and natural language processing toolkit, R Studio, Python, and MongoDB, etc.. One of the perks is that you become eligible for job opportunities in different fields which use SMAC. Offered by: Aptech Learning

Duration: 14 months

Cost: Rs. 62,500

Topics covered

  • Financial data analysis with MS Excel
  • Python programming
  • Large data management
  • Emerging job areas-SMAC
  • R programming
  • E-Project (R)
  • AI Primer [ML, DL, Neural N/Ws]
  • Machine learning
  • Deep learning and machine learning APIs
  • Natural language processing toolkit
  • Project-ChatBot and Recommendation Engine

Conclusion

Every industry is becoming automated and professionals are needed in the forefront to teach the machines how to advance. These machine learning bootcamp courses can make you that professional who has high scope everywhere. Hence take some of the best machine learning bootcamp courses to become a highly sought after professional. Some of the top careers include: Software Developers, Software Engineers, Software Testers, Data Analysts, Statistician

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Frequently Asked Question (FAQs)

1. How long would it take to complete these Machine learning bootcamp courses?

If we take for example, the Data Science and Machine Learning Bootcamp Online course, it is self-paced mode. So you will need to put in a minimum of 15 hours/week to complete it in the stipulated time.

2. How many projects will I get to work on in the Data Science and Machine Learning Bootcamp?

In this Data Science and Machine Learning Bootcamp course, you will be working on seven real-world projects.

3. Are there prior requirements for joining these Machine learning bootcamp courses?

Yes. There are some prior requirements. For example, when it comes to taking Metis’ Data Science and Machine Learning Bootcamp, you will need to pass a technical assessment as well as a non-technical interview. Metis will evaluate your performance based on factors such as programming experience, mathematics knowledge, motivation to enroll, personality traits, Communication skills, etc.

4. Is there any certification after completing these Machine Learning bootcamp courses?

Yes. Once you successfully complete these Machine learning bootcamp courses, you will receive a certification of completion.

5. Are these Machine learning bootcamp courses expensive?

When you consider Udemy, you can take these Machine learning bootcamp courses for such inexpensive rates. But there are other educational platforms, which will charge higher.

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Multimedia Specialist

A multimedia specialist is a media professional who creates, audio, videos, graphic image files, computer animations for multimedia applications. He or she is responsible for planning, producing, and maintaining websites and applications. 

2 Jobs Available
Welding Engineer

Welding Engineer Job Description: A Welding Engineer work involves managing welding projects and supervising welding teams. He or she is responsible for reviewing welding procedures, processes and documentation. A career as Welding Engineer involves conducting failure analyses and causes on welding issues. 

5 Jobs Available
QA Manager
4 Jobs Available
Quality Controller

A quality controller plays a crucial role in an organisation. He or she is responsible for performing quality checks on manufactured products. He or she identifies the defects in a product and rejects the product. 

A quality controller records detailed information about products with defects and sends it to the supervisor or plant manager to take necessary actions to improve the production process.

3 Jobs Available
Production Manager
3 Jobs Available
Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

3 Jobs Available
QA Lead

A QA Lead is in charge of the QA Team. The role of QA Lead comes with the responsibility of assessing services and products in order to determine that he or she meets the quality standards. He or she develops, implements and manages test plans. 

2 Jobs Available
Structural Engineer

A Structural Engineer designs buildings, bridges, and other related structures. He or she analyzes the structures and makes sure the structures are strong enough to be used by the people. A career as a Structural Engineer requires working in the construction process. It comes under the civil engineering discipline. A Structure Engineer creates structural models with the help of computer-aided design software. 

2 Jobs Available
Process Development Engineer

The Process Development Engineers design, implement, manufacture, mine, and other production systems using technical knowledge and expertise in the industry. They use computer modeling software to test technologies and machinery. An individual who is opting career as Process Development Engineer is responsible for developing cost-effective and efficient processes. They also monitor the production process and ensure it functions smoothly and efficiently.

2 Jobs Available
QA Manager
4 Jobs Available
AWS Solution Architect

An AWS Solution Architect is someone who specializes in developing and implementing cloud computing systems. He or she has a good understanding of the various aspects of cloud computing and can confidently deploy and manage their systems. He or she troubleshoots the issues and evaluates the risk from the third party. 

4 Jobs Available
Azure Administrator

An Azure Administrator is a professional responsible for implementing, monitoring, and maintaining Azure Solutions. He or she manages cloud infrastructure service instances and various cloud servers as well as sets up public and private cloud systems. 

4 Jobs Available
Computer Programmer

Careers in computer programming primarily refer to the systematic act of writing code and moreover include wider computer science areas. The word 'programmer' or 'coder' has entered into practice with the growing number of newly self-taught tech enthusiasts. Computer programming careers involve the use of designs created by software developers and engineers and transforming them into commands that can be implemented by computers. These commands result in regular usage of social media sites, word-processing applications and browsers.

3 Jobs Available
Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

3 Jobs Available
Information Security Manager

Individuals in the information security manager career path involves in overseeing and controlling all aspects of computer security. The IT security manager job description includes planning and carrying out security measures to protect the business data and information from corruption, theft, unauthorised access, and deliberate attack 

3 Jobs Available
ITSM Manager
3 Jobs Available
Automation Test Engineer

An Automation Test Engineer job involves executing automated test scripts. He or she identifies the project’s problems and troubleshoots them. The role involves documenting the defect using management tools. He or she works with the application team in order to resolve any issues arising during the testing process. 

2 Jobs Available
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