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  • Data Structures And Algorithms

Data Structures And Algorithms Courses

Data Structures and Algorithms courses can help you learn about arrays, linked lists, trees, and graph structures, along with sorting and searching algorithms. You can build skills in problem-solving, optimizing code efficiency, and analyzing algorithm complexity. Many courses introduce tools like Python, Java, or C++ for implementing these concepts, as well as platforms for coding challenges that reinforce your understanding through practical application.


Popular Data Structures And Algorithms Courses and Certifications


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    Coursera

    Energy Modeling: Predicting & Optimizing Consumption

    Skills you'll gain: Scenario Testing, Energy and Utilities, Mathematical Modeling, Predictive Analytics, Experimentation, Laboratory Experience, Google Gemini, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Data Modeling, Analytics, 3D Modeling, Simulation and Simulation Software, Simulations, Waste Minimization, Sustainable Technologies, Data Visualization, Artificial Intelligence, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    A Practical Approach to Timeseries Forecasting Using Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Forecasting, Statistical Modeling, Model Evaluation, Feature Engineering, Data Visualization Software

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Microsoft SQL Server: Performance Tuning Essentials

    Skills you'll gain: Microsoft SQL Servers, Performance Tuning, SQL, Database Management, Stored Procedure, Database Design, Operational Databases, Database Development, Query Languages, System Monitoring, Network Troubleshooting

    4.3
    Rating, 4.3 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Foundations of Local Large Language models

    Skills you'll gain: Retrieval-Augmented Generation, Responsible AI, Generative AI, Cloud Deployment, LLM Application, Model Deployment, Application Deployment, Large Language Modeling, Hugging Face, Data Ethics, Prompt Engineering, Model Evaluation, Risk Management Framework, Rust (Programming Language)

    4.2
    Rating, 4.2 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Customer Service Representatives

    Skills you'll gain: AI Personalization, Generative AI, Responsible AI, Customer Analysis, Customer Service, Customer experience improvement, AI Enablement, LLM Application, Natural Language Processing

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Recommender Systems

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, Apache Spark, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Natural Language Processing, AWS SageMaker, Scalability, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Machine Learning, Pandas (Python Package), Predictive Modeling, Autoencoders, Python Programming, Time Series Analysis and Forecasting, Data Manipulation

    Intermediate · Specialization · 3 - 6 Months

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    University of Cambridge

    The Psychology of Emotions: an introduction to embodied cognition

    Skills you'll gain: Psychology, Empathy & Emotional Intelligence, Neurology, Electrophysiology, Non-Verbal Communication, Interpersonal Communications, Research, Research Methodologies

    4.7
    Rating, 4.7 out of 5 stars
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    22 reviews

    Mixed · Course · 1 - 3 Months

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    Universiteit Leiden

    The Great Sustainability Transition: Global challenges, Local actions

    Skills you'll gain: Sustainable Development, Sustainable Systems, Environment, Pollution Prevention, Climate Change Mitigation, Environmental Policy, Environmental Science, Systems Thinking, Climate Change Adaptation, Biology, Community Organizing

    4.9
    Rating, 4.9 out of 5 stars
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    52 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Setting a Generative AI Strategy

    Skills you'll gain: AI Product Strategy, Generative AI, Strategic Thinking, Business Strategy, Business Planning, Customer experience strategy (CX), Customer Insights, Strategic Planning, Value Propositions, Productivity Software, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    77 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Arizona State University

    Semiconductor Characterization

    Skills you'll gain: Semiconductors, Analytical Testing, Electronic Components, Engineering, Scientific, and Technical Instruments, Analytical Chemistry, Failure Analysis, Electronics, Image Analysis, Laboratory Testing, Laboratory Equipment, Production Process, Basic Electrical Systems, Test Equipment, Materials science, Electrical Engineering, Electronic Systems, Manufacturing Processes, Process Control, Electronics Engineering, Laboratory Research

    4.8
    Rating, 4.8 out of 5 stars
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    117 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    تصويرالبيانات في اكسيل: أنشئ لوحة معلومات تفاعلية

    Skills you'll gain: Dashboard, Pivot Tables And Charts, Microsoft Excel, Data Visualization, Spreadsheet Software, Interactive Data Visualization, Excel Formulas, Data Visualization Software, Metadata Management, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    GenAI for Compensation Analysis in Law Firms

    Skills you'll gain: Compensation Management, Compensation Analysis, Compensation Strategy, Compensation and Benefits, Legal Technology, People Analytics, Data-Driven Decision-Making, Benchmarking, Labor Compliance, Data Ethics, Generative AI, Employee Retention, Analysis, Data Visualization, Operational Efficiency

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular data structures and algorithms courses

  • Energy Modeling: Predicting & Optimizing Consumption: Coursera
  • A Practical Approach to Timeseries Forecasting Using Python: Packt
  • Microsoft SQL Server: Performance Tuning Essentials: Coursera
  • Foundations of Local Large Language models: Duke University
  • GenAI for Customer Service Representatives: Coursera
  • Recommender Systems: Packt
  • The Psychology of Emotions: an introduction to embodied cognition : University of Cambridge
  • The Great Sustainability Transition: Global challenges, Local actions: Universiteit Leiden
  • Setting a Generative AI Strategy: Coursera
  • Semiconductor Characterization: Arizona State University

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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