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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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    DeepLearning.AI

    Structuring Machine Learning Projects

    Skills you'll gain: Transfer Learning, Deep Learning, Applied Machine Learning, Machine Learning, MLOps (Machine Learning Operations), Debugging, AI Product Strategy, Model Evaluation, Data-Driven Decision-Making, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    50K reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

    Skills you'll gain: Data Analysis Expressions (DAX), Azure Synapse Analytics, Microsoft Azure, Real Time Data, Query Languages, Power BI, Data Warehousing, Dataflow, SQL, Apache Spark, Data Pipelines, Data Governance, Business Analytics, Data Management, Data Science, Workflow Management, Security Engineering, Artificial Intelligence and Machine Learning (AI/ML), Warehouse Management, Application Deployment

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Machine Learning Made Easy for Software Engineers

    Skills you'll gain: Model Evaluation, Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Data Cleansing, Microservices, Data Pipelines, Feature Engineering, Data Quality, Data Validation, Containerization, Application Deployment, Service Level, Extract, Transform, Load, Data Transformation, System Monitoring, Debugging, Machine Learning Methods, Performance Tuning, Machine Learning Algorithms

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    Elastic Cloud Infrastructure: Scaling and Automation - 繁體中文

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Terraform, Cloud Services, Cloud Solutions, Cloud Computing, Infrastructure as Code (IaC), Cloud Storage, Virtual Machines, Load Balancing, IT Automation, Virtual Private Networks (VPN), Virtual Networking, Scalability

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Edureka

    Applied Machine Learning Without Coding

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Data Preprocessing, Predictive Analytics, Data Manipulation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Google

    AI Fundamentals

    Skills you'll gain: Responsible AI, AI Enablement, Google Gemini, Artificial Intelligence, AI Workflows, AI Personalization, Generative AI, Google Workspace

    4.8
    Rating, 4.8 out of 5 stars
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    840 reviews

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Introduction to AI and Machine Learning on GC - 简体中文

    Skills you'll gain: Prompt Engineering, Google Cloud Platform, Generative AI, MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, AI Workflows, AI Enablement, Applied Machine Learning, Model Deployment, Machine Learning, Natural Language Processing

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - 日本語版

    Skills you'll gain: Embeddings, Tensorflow, Data Preprocessing, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Scalability, Feature Engineering, Deep Learning, Data Pipelines, Artificial Neural Networks

    Intermediate · Course · 1 - 3 Months

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    Packt

    Power BI Bootcamp - Learn by Building a Real-World Project

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Microsoft Power Platform, Data Analysis, Business Intelligence, Star Schema, Data Transformation, Snowflake Schema, Dashboard, Data Visualization Software, Data Integration, Data Manipulation, Data Cleansing, Interactive Data Visualization, Data Presentation, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    Sequence Models

    Skills you'll gain: Recurrent Neural Networks (RNNs), Hugging Face, Natural Language Processing, Artificial Neural Networks, Embeddings, Deep Learning, Transfer Learning

    4.8
    Rating, 4.8 out of 5 stars
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    31K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Networking in Google Cloud: Hybrid and Multicloud - Português Brasileiro

    Skills you'll gain: Virtual Private Networks (VPN), Multi-Cloud, Hybrid Cloud Computing, Google Cloud Platform, Cloud Computing, Virtual Networking, Cloud Computing Architecture, Network Infrastructure, Wide Area Networks, Network Routing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Generative AI: Prompt Engineering Basics

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, AI Workflows, Context Management, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7.8K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Structuring Machine Learning Projects: DeepLearning.AI
  • Microsoft Fabric Analytics Engineer: DP-600 Exam Prep: Edureka
  • Machine Learning Made Easy for Software Engineers: Coursera
  • Elastic Cloud Infrastructure: Scaling and Automation - 繁體中文 : Google Cloud
  • Applied Machine Learning Without Coding: Edureka
  • AI Fundamentals: Google
  • Introduction to AI and Machine Learning on GC - 简体中文: Google Cloud
  • Build, Train and Deploy ML Models with Keras on Google Cloud - 日本語版: Google Cloud
  • Power BI Bootcamp - Learn by Building a Real-World Project: Packt
  • Sequence Models: DeepLearning.AI

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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