Top Online Machine Learning Bootcamp Courses to Pursue Right Now

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

2. 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

Related articles :

• Difference Between Artificial Intelligence and Machine Learning
• Data Science vs Machine Learning

3. 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:

4. 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

5. 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

6. 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

7. 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

Related articles :

• How to Make a Career in Machine Learning
• Best 15+ Courses on TensorFlow for Machine Learning Engineer

8. 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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