Great Learning AcademyPredictive Modeling and Analytics - Regression is designed to help you better understand the basic concepts and cater to your queries on the subject. The course introduces you to predictive modeling and takes you through simple linear regression, best fit line, multiple linear regression, linear regression assumptions, multicollinearity, fit-R square, and variables concepts. It then discusses predictive modeling cla…
Skills: Concept of Multicollinearity · Linear Regression · Predictive Modeling · R Square
★4.5(598)Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
In this excel regression analysis course, you will learn the basic concepts and its importance in predictive modeling. You will understand the difference between Simple vs Multiple Regression and how they work. You will gain hands-on knowledge of regression using excel. Check out our PG Course in Machine learning Today.
Skills: Hands on knowledge of Regression Analysis using Excel
★4.5(1,711)Intermediate1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This 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
Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This 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
★4.4(5,283)Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
The random forest regression algorithm works on what is termed as “insight of the crowd,” wherein it takes multiple and different regression trees into the picture and chooses the best one by voting, where each tree is made to predict the estimated price of the flat price based on the decision criteria they were made or picked up with. In this course, you will go through this algorithm and hands-on to understand the…
Skills: Hands-on · Linear Regression vs Random Forest · Logistic Regression vs Random Forest · Random Forest Regression
★4.5(88)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
The AI for CRM course equips you with the essential skills to understand how AI improves customer management across sales, marketing, service, retention, and loyalty. You’ll learn CRM fundamentals, how CRM systems work, why clean customer data matters, and how privacy and compliance support responsible customer engagement. The course also covers AI and machine learning basics, helping you understand the technology b…
Skills: AI & ML Basics · Churn Prediction · Conversational AI · CRM Fundamentals
Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Time series forecasting is the process of analyzing time series data using statistics and modeling to make predictions and inform strategic decision-making. Industries from energy and retail to transportation and finance today rely on time series forecasting for projecting product demand, resource allocation, financial performance, predictive maintenance, and countless other applications. Despite the potential of ti…
Skills: Time Series Forecasting
★4.5(60)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Great Learning offers a free online course on Mathematics for Machine Learning, covering a range of topics that are crucial for anyone looking to get started with data science and machine learning. The course is designed to provide learners with a solid foundation in mathematics, focusing specifically on concepts that are relevant to machine learning. One of the key topics covered in the course is the Chain Rule, wh…
Skills: Chain Rule · Introduction to Functions · Lies Planes and Hyperplanes · Line Concept
★4.3(135)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
This 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
★4.3(456)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Cross-validation is a technique to evaluate a machine learning model and test its performance on unseen data.This course will help you to understand the concept of cross-validation, K Fold cross-validation Implementation, and the Leave one out cross-validation (LOOCV) concept.Also, the course will help you understand to understand ROC-AUC concept and evaluate a classification model.
Skills: Cross-validation · K-fold CV and LOOCV · ROC-AUC curve
Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
The course has been designed to make sure you learn everything there is to know about getting started with Machine Learning in AWS. This course begins by explaining what cloud computing is and then continues with different concepts such as cloud service providers, AWS, and machine learning. The course also includes a demonstration to help you understand the subject better. Complete the course and gain a certificate…
Skills: AWS services · Cloud computing · Machine learning
★4.5(629)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
The Classification algorithm is a Supervised Learning technique that is used to identify the category of new observations on the basis of training data. In Classification, a program learns from the given dataset or observations and then classifies new observation into a number of classes or group. In this video you will learn about comparison between some of the most common and popular classification algorithms and…
Skills: Decision Tree · K-Nearest Neighbors · Logistic Regression · Naive Bayes
★4.8(126)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
The Free AI in supply chain management course equips you with the essential skills to understand how AI improves planning, forecasting, procurement, logistics, risk management, and sustainability across supply chains. You’ll learn supply chain fundamentals, how products move through complex networks, and why manual planning often falls short. The course also covers AI and machine learning basics, including how model…
Skills: AI Model Evaluation · Demand Forecasting with AI · ESG and Sustainable Supply Chain · Generative AI in Procurement
Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
Statistics is used to process complex problems in the real world so that Data Scientists and Analysts can look for meaningful trends and changes. This course helps you learn about some statistical analyzing tools and their accurate application. Key concepts include probability distributions, statistical significance, hypothesis testing, and regression. Furthermore, machine learning requires understanding Bayesian th…
Skills: Advanced Statistics · Hypothesis testing · Type-I and Type-II error
★4.5(172)Advanced6 hours
✓ Free learning · Paid certificate
Great Learning Academy
This Free AI Course for Finance Professionals equips you with the essential skills to understand how AI is changing modern finance and analyst workflows. You’ll learn financial analysis foundations, including financial statements, key ratios, valuation methods, core risk types, and where human judgment remains critical. The course also covers how AI, machine learning, NLP, and generative AI support forecasting, valu…
Skills: AI tool selection · Credit and risk assessment · Financial statement analysis · Fraud detection and compliance
Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
In the free "Preparing Data for Machine Learning" course, participants will delve into crucial techniques for optimizing machine learning models. This comprehensive course covers key topics including preventing Data Leakage, which ensures that the model training process is robust and free from unintentional biases. Participants will also learn to build efficient pipelines to automate data preparation workflows, enha…
Skills: Data Balancing · Data Leakage · K-fold Cross Validation · Model Building
★4.5(680)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Machine translation is a field of AI that provides the ability to translate a language from one language to another. In this session, we will be discussing types of machine learning techniques, various types of vectorization techniques, What is RNN, how RNN Works, what is gradient Explosion and why it occurs and we will see how LSTM and GRU works, what is sequence 2 sequence model is, how the encoder-decoder works,…
Skills: Sequence · Solving a use case · Translation from English text to French · What is RNN
★4.5(594)Intermediate1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Data Science is a field of Computer Science that employs scientific methods, processes, algorithms, and systems to extract information and derivations from structured and unstructured data. Mathematical concepts are applied across a broad range of application domains related to data mining, machine learning, and big data that are essentially connected to data science. Linear regression, logistic regression, and a de…
Skills: Case studies · Mathematics for Data Science
★4.3(877)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
The free generative AI course equips you with the essential skills to understand what Generative AI is, how it works, and where it creates business value. You’ll learn how Generative AI differs from conventional AI, how the technology has evolved, and how popular Generative AI models are used to solve real-world business problems. The course also covers Large Language Models, text understanding, next-word prediction…
Skills: Discriminative vs Generative AI · Evolution of Generative AI · Generative AI Fundamentals · Generative AI Models
★4.5(4,713)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
This AI in Operations Management free course equips you with the essential skills to understand how AI improves business operations, workflow efficiency, and decision-making. You’ll learn operations management fundamentals, including how inputs become outputs and how teams manage flow, capacity, demand, inventory, quality, and continuous improvement. The course also covers AI and machine learning basics, including t…
Skills: AI and machine learning basics · AI demand forecasting · generative AI literacy · Operations management fundamentals
Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
Join our free course, 'Getting Started with RapidMiner,' designed for beginners eager to explore the world of data science. Learn the essentials with topics like RapidMiner's Introduction, Installation, and Interface Walkthrough. Dive into hands-on experience by working with Sample Data, understanding Basic Processes, and exploring real-world Applications. Witness the power of RapidMiner through live demonstrations…
Skills: Applications of RapidMiner · Basic Process of RapidMiner Demo · Introduction to RapidMiner · RapidMiner Installation and Setup
Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This free Multilayer Perceptron(MLP) course familiarizes you with the artificial neural network, a vastly used technique across the industry. The course starts by introducing you to neural networks, and you will learn their importance and understand their mechanism. You will then go through various applications of neural networks and understand the activation functions, their types, and mechanisms. You will also lea…
Skills: Multilayer Perceptron (MLP)
★4.7(221)Intermediate1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
A Decision Tree is a way of displaying an algorithm containing only conditional control statements. It uses a tree-like structure for decisions and their possible consequences including chance events. A Decision tree consists of Decision nodes represented in square type, Chance nodes typically represented by the circle, and Endnotes represented in triangles. They are most commonly used in operations research and ope…
Skills: Entropy · Heterogeneity · Preventing Overfitting · Shannon's Entropy
★4.4(249)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
The Web and Digital Analytics course equips you with the skills to measure, analyze, and improve online performance across websites and digital channels. You will build a strong foundation in web and digital analytics, learning how to select the right metrics, track user behavior, and connect data to business objectives. The course covers customer acquisition and retention analysis, digital marketing performance mea…
Skills: Customer Acquisition & Retention · Digital Analytics · Email Campaign Analytics · Google Analytics 4
Intermediate9 hours
✓ WITH CERTIFICATE
Great Learning Academy
A dataset is a collection of data which is the base and the very first step towards building a machine learning application. Therefore, datasets are one of the main parts involved in the process of building a machine learning model. Besides, they are available in various formats as well. Before we start with any algorithm we need to have a proper understanding of the data. The machine learning datasets basically ste…
Skills: Top 25 Free Datasets
★4.6(206)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This course on "Image Processing With AWS" will introduce you to AWS application services that let you perform Image Processing with utmost ease. It will also introduce you to AWS Machine Learning Services and Artificial Intelligence Services. You'll understand how to build end-to-end Machine Learning Models with Amazon SageMaker and quite a few other applications concerning Natural Language Processing and Sentiment…
Skills: Amazon ML Stack · Amazon SageMaker · AWS · Image Processing
★4.5(208)Intermediate2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
In this course, Amazon Sagemaker Tutorial, we will walk you through the basic concepts of Machine Learning and AWS in AI. You will learn the concepts of Amazon Sagemaker and its architecture. With the help of a demo, we will discuss the working of Amazon Sagemaker. We will further discuss the services offered by Amazon Rekognition, forecast, personalize, extract, transcribe, comprehend, and polly.
Skills: Amazon Polly · Amazon Recognition · Amazon Sagemaker · Amazon Textract
Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
A Discovery campaign is a Google Ads campaign that helps you reach more potential customers across the web. Discovery campaigns use Google's machine learning to show your ads on websites and apps that are related to your business. In other words, Google discovery campaigns are a type of online advertising that helps businesses promote their products or services to a broader audience. They work by placing ads on webs…
Skills: Launching the Discovery Campaign · Setting up a Discovery Campaign · Setting up Audiences · Working on Various Campaign Options
★4.6(734)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This free course will familiarize you with principal component analysis and clustering fundamentals. These two methods are crucial components of Data Science and Machine Learning. You will first get introduced to clustering and learn to use it to group data points together or find patterns in data. Further, you will acquire a thorough understanding of principal component analysis, and you will understand its process…
Skills: Clustering · Dimensionality Reduction · Principal Component Analysis (PCA) · Unsupervised Learning
★4.6(51)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
The free digital marketing course equips you with the essential skills to understand how businesses build an online presence, plan campaigns, and measure marketing performance. You’ll learn digital marketing fundamentals, including the role of digital tools, digital properties, and online channels in reaching customers. The course covers campaign planning, brand building, customer acquisition strategies, and techniq…
Skills: Brand Building · Campaign Planning · ChatGPT · Customer Acquisition Strategies
★4.5(43,633)Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
The PySpark course begins by giving you an introduction to PySpark and will further discuss examples to explain it. Moving further, you will gain expertise working with Spark libraries, like MLlib. Next, in this PySpark tutorial, you will learn to move RDD to Dataframe API and become familiar with Clustering in PySpark. The course also comprehends a case study to help you gain hands-on on the learned topics. Adding…
Skills: Hadoop · Spark
★4.6(418)Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
The course will first introduce you to opportunities that come with the fastest growing technology, Artificial Intelligence. After that, you will learn about the job of a Data Scientist, where training, testing, and validation of the data model are implemented in their system or infrastructure. Later on, you will comprehend the features of the tool AWS Sagemaker such as end-to-end Machine Learning Algorithm, Large D…
Skills: AWS Cloud Computing · AWS Sagemaker · Hands-on with AWS Sagemaker demo · Machine Learning
★4.4(265)Intermediate1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Data visualisation gives us a clear idea of what the information means by giving it visual context through maps or graphs. This makes the data more natural for the human mind to comprehend and therefore makes it easier to identify trends, patterns, and outliers within large data sets. In this course, we shall comprehensively learn how to do visualization with R's popular visualization library - GGPLOT2.
Skills: Eda · Ggplot2
★4.5(366)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This free No Code Machine Learning withAWS Sagemaker course online introduces beginners to the world of no-code AI development. You’ll learn how to create solutions without writing a single line of code, understand the challenges of bias in machine learning, and evaluate fairness with bias metrics. The course also covers data quality insights, ensuring accuracy and reliability in ML projects. Through hands-on AWS ac…
Skills: Implementing deployment strategies on AWS · Managing data quality · No-code Application Development · Understanding bias detection and metrics
Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Through this free large language models course, you will gain an understanding of how these models work and how they generate human-like language, their abilities and influence in industries. You will learn about the various languages and systems they operate on, some notable examples in the AI space, and the transformer architecture which drives them. The course also goes through some of the key milestones in their…
Skills: Capabilities of LLMs · Challenges and Limitations of LLMs · LLM Languages and Systems · LLMs
Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This free Mailchimp course covers how to streamline campaigns and improve customer engagement using automation. You’ll learn the core concepts, features, and processes of marketing automation, along with the benefits it provides through the marketing automation funnel. The course also includes practical training with Mailchimp, where you will design, automate, and analyze marketing campaigns to enhance the streams a…
Skills: Audience segmentation · Campaign creation · Email automation · Marketing Automation
Beginner30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
With technology taking the world by storm and its constant evolution to become better and more efficient comes its paramount importance in our lives. Artificial Intelligence is integrated into our lives in a variety of ways. Today, it has become a popular study domain and hence is popularly sought after as a career option. From face recognition in various apps to video suggestions on any video app, AI plays a signif…
Skills: AI Use Cases · Artificial Intelligence · Computer Vision · Face Recognition Technology
★4.5(9,004)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Machine learning and deep neural networks are of increasing interest to engineers. The current research trend is to use convolutional neural networks (CNNs) to produce state-of-the-art results in various application areas. CNN’s have been around for a while, but they’ve only recently become popular.CNN’s are on the cutting edge of machine learning because they can be trained on more than one task at a time, provide…
Skills: Advantages in BN · Batch Normalization · Convolution · Convolutional Neural Networks (CNN)
★4.6(750)Intermediate3 hours
✓ Free learning · Paid certificate
Great Learning Academy
Software development is tricky and so is the deployment of said software. In this session, we will cover some of the questions like What do you do, once you are finished creating software? How do you deploy it? And also, we will go through some of the basics concepts like what docker is, what ECS & ECR are, and then we will go ahead and deploy a very simple website using the Elastic Container Service that is provide…
Skills: AWS Ecr · AWS Ecs · Deploying a simple app
★4.6(127)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
In this course, you will learn about Frequency Distribution. A frequency distribution is a representation in a graphical or tabular format that displays the number of observations within a given interval. You will start this course by knowing the basic concept such as frequency. The frequency of a data value is the number of times that value appears in the dataset. Going ahead, you will get an idea about frequency d…
Skills: Frequency Distribution Table
★4.5(101)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
The free online Supply Chain Management course equips you with the foundational skills to understand how supply chains are structured, managed, and improved. You’ll learn how products move from suppliers to customers, what keeps supply chains running, and how procurement, logistics, inventory management, and delivery decisions affect business performance. The course also covers demand forecasting, inventory optimiza…
Skills: AI in Supply Chains · Data-Driven Decision Making · Demand Forecasting · Inventory Management
★4.6(7,655)Intermediate1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
The 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
Intermediate11 hours
✓ WITH CERTIFICATE
Great Learning Academy
The Cybersecurity course for beginners equips you with the practical skills to protect your digital presence from modern threats. You’ll master key security concepts, including malware, network attacks, and data breaches, while learning to implement strong password management, Multi-Factor Authentication (MFA), and device security. You’ll gain a deep understanding of how AI and machine learning are being used in cyb…
Skills: AI and Machine Learning in Cybersecurity · Career Development in Cybersecurity · Cybersecurity Fundamentals · Digital Device and Social Media Security
Intermediate8 hours 30 minutes
✓ WITH CERTIFICATE
Great Learning Academy
This AI fundamentals course equips you with the skills to apply AI, Machine Learning, and Deep Learning techniques to real-world challenges. You’ll gain a strong foundation in Machine Learning, learning how to implement supervised, unsupervised, and reinforcement learning models to solve business problems. You’ll also master Neural Networks, understanding how to train models using techniques like backpropagation to…
Skills: AI Foundations · CNNs · Computer Vision Fundamentals · Deep Learning Concepts
Advanced12 hours 30 minutes
✓ WITH CERTIFICATE
Great Learning Academy
Exploratory Data Analysis refers to the critical process of performing initial investigations on data so as to discover patterns,to spot anomalies,to test hypothesis and to check assumptions with the help of summary statistics and graphical representations. Moreover, what is being covered here is the predicting maintenance for car rental companies for which we are doing exploratory data analysis. So,this course is a…
Skills: Exploratory Data Analysis · Prediction Modeling Techniques
Intermediate1 hour
✓ Free learning · Paid certificate
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