Master the core ML methods used to build predictive systems, automate decisions, and create intelligent applications.
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McCombs School of Business at The University of Texas at AustinTransition to AI roles or deepen your technical expertise. Build hands-on skills in ML, GenAI & Agentic AI. Earn dual certificates from the McCombs School of Business at UT Austin & Great Lakes Executive Learning.
Skills: Agent Evaluation & Human-in-the-Loop · Agentic AI Developer · Agentic AI Systems · Agentic AI Workflows
✓ WITH CERTIFICATE
McCombs School of Business at The University of Texas at AustinAccelerate your career or scale AI initiatives with a comprehensive AI program covering Machine Learning, Generative AI, Agentic AI. Build hands-on expertise, strategic judgment, and earn a certificate from the McCombs School of Business at The University of Texas at Austin.
Skills: Agentic AI Workflows · AI Governance · AI Model Evaluation · Autonomous Agents (Single and Multi-Agent)
✓ WITH CERTIFICATE
Great Learning AcademyThis free Deep Learning course gives you a clear and structured introduction to Deep Learning concepts from the ground up. You will learn what Deep Learning is, where it fits within Artificial Intelligence and Machine Learning, and how it is used across real world applications. The course explains the history of Deep Learning, the reason behind its second wave, and the key differences between Machine Learning and De…
Skills: Activation Functions · artificial neural networks (ANNs) · Boolean gates · Chatbots
✓ Free learning · Paid certificate
Great Learning AcademyFree ml model deployment course learning should help analytics, data science, and business learners understand why the topic matters before moving into deeper practice. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating ml model deployment course as a list of terms, it explains what to look for, how to reason t…
Skills: Flask · Model Deployment · Model Deployment on Flask
✓ Free learning · Paid certificate
IIT BombayThe Certificate in AI Engineering and MLOps is a five-month online, hands-on certificate for professionals transitioning into AI engineering roles. Learn to build, scale and manage systems powering modern AI workflows, bridging data science and systems engineering.
Skills: Advanced AI Trends · Containerized Workflow Orchestration · Distributed Training Deployment · Hardware-Aware Programming
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Great Learning AcademyThis Machine Learning Model Deployment using Flask course will begin with a brief explanation of what Model Deployment is, and will also look at some of Model Deployment’s key features along with essential real-world examples. Next, you will learn how to deploy an application using Flask with the help of a case study. You will learn to solve the case study step-by-step, giving you the time to learn about the deploym…
Skills: Flask · Model Deployment
✓ Free learning · Paid certificate
Great Learning AcademyThis online Machine Learning Algorithms course has been designed keeping in mind that a novice learner should be able to grasp the concepts and understand algorithms with examples. This course covers the introduction to Machine Learning and the basics of algorithms, along with a theoretical and practical understanding of supervised, unsupervised, and reinforcement learning. You will also gain skills to employ K-near…
Skills: Classification (Logistic Regression · Clustering (K-means · Cross Validation · Decision Trees
✓ Free learning · Paid certificate
Great Learning AcademyCompanies are striving to make information and services more accessible to people by adopting new-age technologies like artificial intelligence and machine learning. One can witness the growing adoption of these technologies in industrial sectors like banking, finance, retail, manufacturing, healthcare, and more. The scope of ML and AI have far outgrown the domain of the computing world. Recent developments in both…
Skills: Data Processing · Machine Learning Algorithms · Model Evaluation
✓ Free learning · Paid certificate
McCombs School of Business at The University of Texas at AustinMaster cutting-edge Data Science technologies like Python, Tableau, Machine Learning, AI, Generative AI, and more in this Data Science with GenAI certificate program. Earn dual certificates from McCombs School of Business at UT Austin and Great Lakes Executive Learning
Skills: Data Analysis · Data Visualization using Tableau · Deep Learning · Generative AI
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Great Learning AcademyThis free Neural Networks and Deep Learning course gives valuable insights into deep learning applications in various fields and a better understanding of the different frameworks used in neural network applications. You will discover and understand various deep learning concepts and get familiarized with Artificial Neural Network topics. You will also be walked through a few fundamental concepts covering things lik…
Skills: Ann · Cnn · Deep Learning Algorithms · Rnn
✓ Free learning · Paid certificate
Walsh CollegeThe DBA program by Walsh College, blends rigorous academic teaching with real world applications and equips you to master AI intelligent systems and data driven decision making in the evolving business landscape.
Skills: Academic Writing & Publication · Agentic AI · AI Strategy & Ethics · Business Intelligence Using AI
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Great Learning AcademyThis Python for Data Science and Machine Learning course lays the foundation in Python, with essential libraries such as NumPy and Pandas for data manipulation. You’ll learn to visualize data using Seaborn and Matplotlib and gain hands-on experience with machine learning algorithms, including Linear and Logistic Regression, Decision Trees, Random Forests, and K-Means Clustering. The course covers key techniques like…
Skills: Decision Trees · Ensemble techniques · Feature engineering · K-means clustering
✓ WITH CERTIFICATE
SRM University, SikkimThis industry-aligned online BCA specialization in Artificial Intelligence offers a technical foundation in AI, Machine Learning, GenAI, and intelligent systems. Gain hands-on experience through real-world case studies and projects.
Skills: Advanced Machine Learning · AI Model Development · Algorithm Design · Cloud Computing
✓ WITH CERTIFICATE
SRM University, SikkimAn online MCA in Data Science and Machine Learning is designed to help learners build expertise in Data Analytics, Machine Learning, and big data technologies. Earn a UGC-entitled, online MCA degree with flexible learning and an industry-oriented curriculum.
Skills: Big Data Analytics · Business Intelligence concepts · Data Analysis using R · Data Visualization
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Great Learning AcademyA beginner-focused free data preparation for machine learning course can reduce confusion by connecting ideas with situations learners actually recognize. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating data preparation for machine learning as a list of terms, it explains what to look for, how to reason thro…
Skills: Data Balancing · Data Leakage · K-fold Cross Validation · Model Building
✓ Free learning · Paid certificate
Great Learning AcademyThis free predictive analytics course is built for analytics, data science, and business learners who want the topic explained with context and usable examples. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating predictive analytics as a list of terms, it explains what to look for, how to reason through common…
Skills: Deep Feature Synthesis · Feature Engineering · Model Selection Techniques · Predictive Analytics
✓ Free learning · Paid certificate
Great Learning AcademyThis free mlops fundamentals course is built for analytics, data science, and business learners who want the topic explained with context and usable examples. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating mlops fundamentals as a list of terms, it explains what to look for, how to reason through common task…
Skills: MLOps
✓ Free learning · Paid certificate
Great Learning AcademyThis free neural network basics in python course is built for students, developers, and hands-on beginners who want the topic explained with context and usable examples. The course introduces setup, syntax, core logic, and debugging in a way that shows how the pieces work together. Instead of treating neural network basics in python as a list of terms, it explains what to look for, how to reason through common tasks…
Skills: Neural Network Basics in Python
✓ Free learning · Paid certificate
Great Learning AcademyMachine Learning (ML) is an Artificial Intelligent (AI) suite that deals with training a machine to self-learn and carry out the processes from previously trained inputs. The philosophy behind machine learning is that the machines can learn from sample data, recognize patterns, and make independent decisions without or with minimal human intervention. Most industries with a large amount of data use machine learning…
Skills: Linear Regression · Logistic Regression · Naïve Bayes
✓ Free learning · Paid certificate
Great Learning AcademyThis Introduction to Generative AI and LLMs course equips you with the essential skills to understand how AI, machine learning, deep learning, and Generative AI work together. You’ll learn the evolution of AI, the difference between narrow and general AI, supervised, unsupervised, and reinforcement learning, and how classification and regression algorithms support real-world use cases. The course also covers neural…
Skills: Discriminative vs Generative AI · Evolution of Generative AI · Generative AI Fundamentals · Generative AI Models
✓ Free learning · Paid certificate
Great Learning AcademyIn this course, we will cover the fundamentals of supervised machine learning and dive deeper into two popular algorithms: logistic regression and Naïve Bayes. We will start with an overview of supervised learning and explore the key concepts and terminology used in this area of machine learning. From there, we will delve into logistic regression and learn how to apply this algorithm to binary classification problem…
Skills: Logistic Regression · Naïve Bayes · Scikit Learn Library
✓ Free learning · Paid certificate
Great Learning AcademyPortfolio-minded beginners often need an AI and ML projects course that turns broad concepts into visible use cases. This free course introduces project-led learning through face recognition with Python, emotion detection, Twitter sentiment analysis, gender identification from photos, fake news detection, and a movie recommendation system.The course is useful for beginners who want to move from definitions into appl…
Skills: Machine Learning Algorithms
✓ Free learning · Paid certificate
MIT Professional EducationHarness Agentic AI, Generative AI, and ML to design and implement AI-driven solutions without writing a single line of code.
Skills: Agentic AI · Artificial Intelligence · Clustering Classification and Regression · Computer Vision
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Great Learning AcademyThe Model Training and Deployment with AWS SageMaker course equips you with the essential skills to build, train, and deploy machine learning models using Amazon SageMaker. You will learn how SageMaker supports the full machine learning workflow, with a focus on notebooks, training, and hosting. The course covers setting up SageMaker, preparing and preprocessing data, training and fine-tuning models, and understandi…
Skills: Amazon Sagemaker · Data Preprocessing · Deployment · Fine-tuning a Model
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Great Learning AcademyThis Machine Learning course provides essential skills for developing and deploying machine learning models. You will learn key techniques in supervised learning, including linear and logistic regression, decision trees, bagging, and boosting. This online machine learning course covers key topics, including principal component analysis (PCA) for dimensionality reduction, hyperparameter tuning, and model performance…
Skills: Ensemble Techniques · Feature Engineering and Cross Validation · Introduction to Machine Learning · Models and Hyperparameter Tuning
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Great Learning AcademyPython is one of the most commonly used languages for Machine Learning. It has many libraries that are both open source and available for free, which are some of its popularity. Python is a very flexible language so it can be used not only for Machine Learning but also for data analysis, scientific computing, system administration, web development, and more. Suppose you’re getting started with Python programming or…
Skills: Matplotlib · Numpy · Pandas · SeaBorn
✓ Free learning · Paid certificate
Great Learning AcademyIn this course, you will learn the fundamental concepts of Machine Learning and how to implement them in various projects. Our course includes a hands-on approach where you will be implementing different Machine Learning algorithms and models to solve real-world problems. The first project in the course is salary prediction using Machine Learning. In this project, you will learn how to predict the salary of employee…
Skills: Exploratory Data Analysis · Machine Learning Algorithms
✓ Free learning · Paid certificate
Great Learning AcademyThis Machine Learning course provides a comprehensive foundation in both supervised and unsupervised learning, with a focus on key concepts such as linear regression, data preprocessing, and model evaluation. You'll learn essential techniques like Pearson's coefficient, the best-fit line, and the coefficient of determination to understand how machine learning models make predictions. Through hands-on projects and a…
Skills: Including Supervised And Unsupervised Learning · Learn the fundamentals of machine learning · Regression
✓ Free learning · Paid certificate
Great Learning AcademyA beginner-focused free mathematics for machine learning course can reduce confusion by connecting ideas with situations learners actually recognize. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating mathematics for machine learning as a list of terms, it explains what to look for, how to reason through common…
Skills: Chain Rule · Introduction to Functions · Lies Planes and Hyperplanes · Line Concept
✓ Free learning · Paid certificate
Great Learning AcademyIn this course, IPL dataset is taken to analyze the metrics of different teams in IPL. Libraries such as pandas, matplotlib, and seaborn are used to perform exploratory data analysis on top of this IPL data. Finally, some machine learning algorithms are implemented to predict which team has a better likelihood of winning the tournament.
Skills: Hands-on of IPL dataset
✓ Free learning · Paid certificate
Great Learning AcademyIn this course, you will learn the basics of Big Data, statistics methods, its types & measures of central tendency, You will also understand these concepts better with the discussion of a case study. To build a strong foundation and cover basic concepts, you can enroll in for statistics in machine learning course for free. Check out our PG Course in Machine learning Today.
Skills: Big Data · Statistics and Measures of Central Tendency
✓ Free learning · Paid certificate
Great Learning AcademyNot every dataset comes with labels, and that is where clustering and pattern discovery matter. This free unsupervised machine learning course introduces Python basics, machine learning context, K-means, hierarchical clustering, principal component analysis, and clustering logic so beginners can understand how models find structure without predefined answers.The course is useful for learners searching for an unsuper…
Skills: Basics of Python
✓ Free learning · Paid certificate
McCombs School of Business at The University of Texas at AustinDesigned for leaders and decision-makers to evaluate AI opportunities, assess technology and data readiness, build the business case, manage risk, and move from pilot to production, all without coding. Earn a Certificate of Completion from Texas McCombs.
Skills: Agentic AI · AgentOps Governance · AI Ethics and Regulatory Risk Assessment · AI ROI Assessment
✓ WITH CERTIFICATE
Great Learning AcademyThe AI for Business course equips you with the skills to understand, evaluate, and apply AI solutions to real business problems. You will build a strong foundation in AI concepts, including Machine Learning, Neural Networks, Natural Language Processing, Computer Vision, and Generative AI, with a clear focus on business impact. The course connects theory with practice by showing how these technologies are used across…
Skills: Building & presenting AI Proof of Concept · Foundations of AI ML and Deep Learning · Generative AI principles & business use cases · Practical AI workflow with KNIME
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Great Learning AcademyDeep Learning is an essential and influential part of Machine Learning. Its ability to process a large number of features when encountered with unstructured data makes it a powerful concept that one must be aware of. Deep Learning focuses on neural networks and is advantageous in many ways. Check out Introduction to Deep Learning course with a certificate of completion. This free course starts with explaining what t…
Skills: Ann · Backpropagation · Gradient · Keras
✓ Free learning · Paid certificate
Great Learning AcademyR is a statistical programming language software environment. It was primarily developed to work with statistical computing and graphical visualization. The R programming language is data analysts, data miners, and statisticians’ best choice because of its computational power. It carries out data analysis and performs statistical software development. Since the programming language provides so many exciting features…
Skills: Neural Network in R
✓ Free learning · Paid certificate
Great Learning AcademyWe know that python is known to be a high-level programming language. It is also an open-source programming language that is interpreted, and object-oriented. And when we speak about Machine Learning, this is used for identifying the patterns in data. Machine learning algorithms are answerable for sorting, cleaning, and searching from the data or algorithms. Python is known for its rich technology stack, which has a…
Skills: Matplotlib · Modeling · NumPy · Pandas
✓ Free learning · Paid certificate
Great Learning AcademyThis comprehensive Machine learning with python course explains the basic statistics and programming required to work on machine learning problems. Firstly, you will learn the basic concepts and the various packages needed for machine learning. It also covers statistical distributions and explains the different types of data. The course then teaches you a type of machine learning called reinforcement learning, with…
Skills: Machine learning · Python · Reinforcement learning · Statistics
✓ Free learning · Paid certificate
Walsh CollegeThis is a 2 year online program by Walsh College in collaboration with Great Learning. This program enables fresh graduates and early career professionals to build their career in Artificial Intelligence & Machine Learning.
Skills: Machine Learning · Programming
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Great Learning AcademyThe free machine learning Python course helps you build the core Python skills needed to work with data for machine learning tasks. You will learn how to use NumPy for array creation, joining arrays, finding intersections and differences, performing array-based math, and saving or loading array data. These skills help you prepare, organize, and process numerical data more efficiently before moving into machine learn…
Skills: Data Manipulation · Machine Learning with Python · Max · Median
✓ Free learning · Paid certificate
Great Learning AcademyThis free course starts by providing a brief introduction to Machine Learning. You will understand the purpose of its algorithms and go through its industry use cases. Further, you will learn about the mathematical space where Machine Learning occurs. You will then move on to the critical concepts like supervised Machine Learning, linear regression, Pearson's coefficient, best fit line, and coefficient of determinan…
Skills: Coefficient of Determinant · Introduction to Machine Learning · Linear Regression · Pearson's Coefficient
✓ Free learning · Paid certificate
Great Learning AcademyAn understanding of basic statistics for machine learning concepts provides a strong foundation for further learning in the fields of data analysis, data science, and even some areas of machine learning. Without statistics, it becomes nearly impossible to work on becoming an expert in this domain when working with real-time or industry-grade products. Hence, to understand the domain and actively implement it, statis…
Skills: Central Tendency and 3 Ms · Correlation Analysis · Descriptive Statistics · Measures of Dispersion Range and IQR
✓ Free learning · Paid certificate
Great Learning AcademyFree python for machine learning and data science learning should help students, developers, and hands-on beginners understand why the topic matters before moving into deeper practice. The course introduces setup, syntax, core logic, and debugging in a way that shows how the pieces work together. Instead of treating python for machine learning and data science as a list of terms, it explains what to look for, how to…
Skills: Introduction to NumPy · Pandas and Data Visualization in Python
✓ Free learning · Paid certificate
Great Learning AcademyMachine Learning and artificial intelligence (AI) are considered as the most important general purpose technology of our era. Machine Learning in finance could drive operational efficiency in functions ranging from risk management and trading to insurance underwriting. This course will walk you through the basics of Machine Learning and will introduce you to different applications in the financial sector.
Skills: Machine Learning in Finance
✓ Free learning · Paid certificate
Great Learning AcademyThis free python ide course is built for students, developers, and hands-on beginners who want the topic explained with context and usable examples. The course introduces setup, syntax, core logic, and debugging in a way that shows how the pieces work together. Instead of treating python ide as a list of terms, it explains what to look for, how to reason through common tasks, and why the subject appears in real proj…
Skills: Google Colab · Introduction to Python IDEs · Jupyter Notebook · Spyder
✓ Free learning · Paid certificate
Stories matched to your selected persona — because your journey is unique.
“I was applying for 3 months with zero callbacks. After completing the Data Analytics course, I had 4 offers in 6 weeks.”
“The Excel and SQL courses gave me skills my peers simply didn't have. I solved a live data problem in my Deloitte interview.”
“The ML Fundamentals course was more rigorous than my college curriculum. Flipkart hired me based on my GitHub portfolio.”
Every course ends with a project you can show employers. Here's what your Machine Learning track builds.
Build an end-to-end Excel dashboard with pivot tables, dynamic charts, and KPI scorecards — exactly what analysts present in their first 90 days.
Enroll to Build This →Create an interactive Power BI report segmenting customers by behaviour, geography, and spend — a staple of every business analyst portfolio.
Enroll to Build This →Build a reusable prompt library, automate content briefs, and create an AI-assisted research workflow — immediately applicable at any company.
Enroll to Build This →Explore real use cases by your role, function, or industry — and the specific skill that unlocks each one.
Write 10 variations of ad copy, email subjects, and landing page headlines in minutes — then A/B test them all in the same sprint.
Build a live attribution dashboard that shows exactly which channel, ad, and message drove each conversion — not just last-click.
Use AI to cluster keywords by intent, identify content gaps, and generate optimised briefs — at a scale no human team can match manually.
You've seen what Machine Learning skills unlock. Now find out which ones you're missing — and get a sequenced 90-day learning plan matched to your role and goals.
From startups to Fortune 500s — your next employer is already on this list.