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  • Quantitative Methods

Quantitative Methods Courses

Quantitative methods courses can help you learn statistical analysis, data visualization, regression techniques, and experimental design. You can build skills in hypothesis testing, data interpretation, and predictive modeling. Many courses introduce tools like R, Python, and Excel, that support analyzing data sets and applying quantitative techniques in various fields such as economics, healthcare, and social sciences.


Popular Quantitative Methods Courses and Certifications


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    Coursera

    Leveraging Llama2 for Advanced AI Solutions

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Hugging Face, Technical Management, Prompt Engineering, AI Enablement, Model Evaluation, Solution Architecture, Analysis, Model Deployment, System Design and Implementation, Design

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Foundations of Statistical Learning & Algorithms

    Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Probability, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Dimensionality Reduction, Algebra

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Data Analysis with Minitab: Analyze & Apply

    Skills you'll gain: Minitab, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Descriptive Statistics, Statistical Analysis, Predictive Modeling, Statistical Modeling, Data-Driven Decision-Making, Exploratory Data Analysis, Statistical Methods, Statistical Inference

    Mixed · Course · 1 - 4 Weeks

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    Edureka

    Advanced Tokenization and Sentiment Analysis

    Skills you'll gain: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Deep Learning, Machine Learning Methods, Unified Modeling Language, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    Whizlabs

    AWS: Compute and Data Transfer

    Skills you'll gain: Serverless Computing, Amazon Web Services, Cloud Computing Architecture, Solution Architecture, Containerization, Data Migration, Cloud Deployment, Data Pipelines, Cloud Solutions, Data Processing

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Ethical Hacking with Metasploit, SQL & Crypto

    Skills you'll gain: Metasploit, Exploitation techniques, Penetration Testing, Database Management, Cryptography, Data Import/Export, MySQL, Vulnerability Scanning, Encryption, Brute-force attacks, Vulnerability Assessments, Cybersecurity, Data Encryption Standard, SQL

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Learning Deep Learning: Unit 1

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Artificial Neural Networks, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Tensorflow, Python Programming, Data Preprocessing, Network Architecture, Classification Algorithms, Model Evaluation, Regression Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    Introduction to QoS and QoS Mechanisms

    Skills you'll gain: Performance Tuning, Wide Area Networks, Network Troubleshooting, Network Planning And Design

    Beginner · Course · 1 - 3 Months

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    Sungkyunkwan University

    Machine Learning for Smart Beta

    Skills you'll gain: Data Processing, Data Preprocessing, Portfolio Management, Investment Management, Classification And Regression Tree (CART), Statistical Machine Learning, Investments, Machine Learning Algorithms, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Financial Modeling, Model Evaluation, Supervised Learning, Asset Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Financial Analysis with ARIMA and Time Series Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Financial Forecasting, Statistical Analysis, Machine Learning, Trend Analysis, Financial Data, Financial Modeling, Jupyter, Predictive Modeling, GitHub, Statistical Modeling, NumPy

    Intermediate · Course · 1 - 3 Months

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    Alfaisal University | KLD

    الاقتصاد الجزئي: قوة الأسواق | Microeconomics

    Skills you'll gain: Supply And Demand, Market Dynamics, Economics, Market Analysis, Market Data, Public Policies, Consumer Behaviour, Cost Benefit Analysis, Policty Analysis, Research, and Development, Price Negotiation, Decision Making

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular quantitative methods courses

  • Leveraging Llama2 for Advanced AI Solutions: Coursera
  • Foundations of Statistical Learning & Algorithms: Northeastern University
  • Data Analysis with Minitab: Analyze & Apply: EDUCBA
  • Advanced Tokenization and Sentiment Analysis: Edureka
  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • AWS: Compute and Data Transfer: Whizlabs
  • Ethical Hacking with Metasploit, SQL & Crypto: EDUCBA
  • Learning Deep Learning: Unit 1: Pearson
  • Introduction to QoS and QoS Mechanisms: Cisco Learning and Certifications
  • Machine Learning for Smart Beta: Sungkyunkwan University

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