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
★4.4(5,283)Beginner2 hours 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
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 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
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
To keep pace with the ever-changing landscape of data and its related fields, the handling and analysis of data have become increasingly important. That's why data science has become such a rapidly growing field, attracting millions of people who want to learn and master the subject. Data Science is the study of information, its origins, meaning, and how it can be transformed into valuable resources and inputs to in…
Skills: A/B Testing · Big Data · Introduction to Data Science · Life Cycle of Data
★4.5(71)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
This course equips you with essential statistical skills for data analysis in data science. You’ll master key concepts such as probability, descriptive and inferential statistics, and statistical inference techniques, including estimation and hypothesis testing. You'll learn to summarize data, analyze distributions, and visualize data effectively to uncover insights. The course also covers the role of statistics in…
Skills: Mean · Median · Probability · Standard Deviation
Intermediate3 hours 30 minutes
✓ WITH 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
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
It's time to test your knowledge. Here is a Statistics for Data Science Quiz Challenge for you to crack and get a certificate of completion. If you still haven't watched our video go and check out our video on Great Learning YouTube Channel. Rules and regulations for the Quiz: - The quiz is open to everyone. - Individual participation. - An individual can only attempt the quiz multiple times. - You will get a certif…
Skills: Bayes Theorem · Binomial and Poisson Distribution · Conditional Probability · Correlation
★4.5(212)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
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
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
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
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
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
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
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 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 AWS Databases course equips you with the foundational knowledge to understand, select, and work with AWS-managed database services. You will learn core database concepts, including key database operations and the differences between relational and NoSQL databases. The course introduces MySQL and AWS database services such as Amazon Aurora, Redshift, and Athena, helping you understand how cloud databases support…
Skills: Amazon Athena · Amazon Redshift · Architecture · Aurora MySQL
Intermediate3 hours
✓ WITH CERTIFICATE
Great Learning Academy
The Campaign Management course equips you with practical skills to plan, execute, and evaluate marketing campaigns that deliver measurable results. You will learn how to define buyer personas, map the consumer journey, and set clear campaign objectives aligned with business goals. The course covers digital campaign planning, channel selection, message development, execution across platforms, and performance measurem…
Skills: Campaign Execution · Campaign management · Campaign Optimization · Campaign Reporting
Intermediate3 hours 30 minutes
✓ WITH 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
KNN and Naive Bayes are widely used Machine Learning algorithms. KNN is a simple, non-parametric, and lazy classification algorithm to use a dataset where the data points are categorized into different classes to predict a new sample point classification. A Naïve Bayes classifier is an algorithm that uses Bayes' theorem to classify objects.In this course,we will discuss the pros and cons of the KNN, Naive Bayes theo…
Skills: K-Nearest Neighbor Algorithm · Naive Bayes Algorithm
Beginner1 hour
✓ 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 course on how Data Science, in a few of the many ways, unwraps, market, evolution, optimizes digital manufacturing that underpins and nurtures a key transformation road map in the CPG industry. This course will give a glimpse based on real-world scenarios, with a solution and industry insights, and on what it takes to make the impact.
Skills: Data Science in FMCG · Modelling · Optimization of Modelling · Probability Distribution
★4.6(267)Intermediate1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This course will help you to learn all the different distributions in probability. Probability is the most important thing that we calculate subconsciously on almost all occasions. For example, the decision to wear a T-Shirt or a hoodie or whether to accept the job offer or not. You can also take up a free online course on probability in machine learning to build a strong foundation. Check out our PG Course in Machi…
Skills: Normal Distribution · Probability Distribution
★4.4(156)Beginner1 hour 30 minutes
✓ 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
Predictive 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 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
NLP Projects course is all about using raw data to derive insights from it. Get introduced to Artificial Intelligence, Machine Learning, and Data Science to visualize a road map for your career in these domains. Learn to process raw data and apply algorithms with the help of Natural Language Processing Projects. Natural Language Processing, a field of Artificial Intelligence, focuses on the interactions between huma…
Skills: NLP Project · NLP Use-cases
★4.6(511)Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This online Excel course provides you with the core skills to analyze and visualize data effectively. You’ll learn essential techniques such as sorting, filtering, data cleaning, and creating dynamic charts. Additionally, you’ll explore how to integrate AI into Excel for financial analysis and business decision-making. By the end of the course, you’ll have the skills to manage personal budgets, analyze business data…
Skills: Business Intelligence · Cell Referencing · ChatGPT in Excel · Conditional Formatting
Beginner9 hours
✓ WITH 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
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 free course aims to equip you with essential skills in collecting and processing data for analysis. In the first part, we'll delve into Data Collection, where you'll learn about different data types, methods, and tools used to gather data. We'll emphasize ethics and best practices to ensure responsible data collection. Moving on to Data Preprocessing, you'll discover techniques for handling data before analysis…
Skills: Binning the Data · Correlation Checks for Bivariate Data · Data Manipulation · Data Preparation
★4.5(636)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
This free online Excel course will equip you with the essential skills to manage and analyze your data effectively. You’ll master key Excel functions, including cell referencing, table creation, basic formulas, and sorting and filtering techniques, giving you the ability to handle data tasks more efficiently.You’ll also learn to work with date and time functions, as well as if-else conditions, to manipulate and anal…
Skills: Cell Referencing · ChatGPT · Date and Time in Excel · Excel
★4.5(67,072)Beginner4 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This AWS Lambda free tutorial will introduce you to the concept of Serverless Computing. Serverless Computing has taken computation on Cloud Platforms to a different level. In this video you will learn in detail about different Amazon Web Services applications and services that let you implement Serverless computing on top of AWS Platform. You will also learn how to build a detailed application which will be Serverl…
Skills: AWS Lambda Tutorial · Serverless Computing
★4.5(122)Intermediate2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Cloud Networking with AWS VPC course will help you understand the Amazon VPC, a Virtual Private Cloud. The course will comprehend cloud computation and its benefits for various industries in almost every domain. You will learn to set up a virtual private network on AWS Cloud with the step-by-step procedure discussed in the course. You will also get familiarized with the User Interface of the AWS control panel. Next,…
Skills: Amazon VPC · AWS Cloud Services · AWS Interface · Cloud Computation
★4.6(616)Beginner1 hour
✓ Free learning · Paid 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
If you're looking to get your business or brand in front of as many people as possible, a Google video campaign is a great option. Google is the world's largest search engine, so you can ensure that your video will be seen by millions of people by creating a video campaign. Plus, you can target your video campaign to specific demographics, interests, and even locations. Google Video Campaign can help to increase bra…
Skills: Creating the Campaign · Setting up Custom Audiences
★4.5(1,320)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Influencer marketing is an arrangement of marketing in which focus is placed on specific individuals rather than the target market as a whole. It identifies the individuals that influence potential customers and orients marketing activities around these influencers. The goal of influencer marketing is to build relationships with influential people in order to promote a product or service. The thinking is that if the…
Skills: Influencer Marketing
★4.6(1,563)Beginner1 hour
✓ Free learning · Paid certificate
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