You will master algorithms and data structures from scratch with Python. At TECH we offer you a 100% online Postgraduate certificate, flexible and adapted to your needs. Enroll today and take your career to the next level!”

Algorithms and Data Structures are at the core of modern programming, as they allow complex problems to be solved efficiently. In this sense, Python, recognized for its simple syntax and versatility, has become the ideal tool for tackling these concepts from scratch. This language is widely used in areas such as data analysis, artificial intelligence and software development. Therefore, mastering these techniques from their foundations is essential for those who want to excel in the technological field.

To respond to this need, TECH has developed this program in Algorithms and Data Structures with Python that will offer an innovative and structured syllabus. Throughout the program, designed with a comprehensive approach, key topics such as lists, stacks, queues, trees, graphs, and search and sorting algorithms will be explored in depth. In this way, the proposed module will combine theoretical foundations with practical exercises designed to facilitate the understanding and immediate application of the knowledge acquired. This will prepare specialists to tackle real challenges in the world of work.
With this knowledge, graduates will be highly sought after in sectors such as technology, data science and cybersecurity. In turn, these skills will significantly increase the competitive profile of the experts, allowing them to access leadership positions in technology projects. In short, the acquisition of these skills will become a strategic investment for advancing a successful career in the field of programming and software development.

Thanks to the 100% online modality, flexibility and accessibility will be guaranteed to study from anywhere and at any time. Furthermore, the incorporation of the Relearning methodology, an innovative learning technique, will ensure the optimization of the learning process through the strategic reiteration of key concepts. In this way, TECH will provide an unparalleled educational experience, tailored to the needs of today's students and designed to maximize professional success.

Are you ready to take the next step in your technology career? With this Postgraduate certificate you will prepare in a practical way and completely online, with the Relearning methodology that will ensure you assimilate the key concepts”

This Postgraduate certificate in Algorithms and Data Structures with Python from Scratch contains the most complete and up-to-date educational program on the market. Its most notable features are:

• The development of case studies presented by experts in programming
• The graphic, schematic, and practical contents with which they are created, provide scientific and practical information on the disciplines that are essential for professional practice
• Practical exercises where the self-assessment process can be carried out to improve learning
• Special emphasis on innovative methodologies in Algorithms and Data Structures with Python from Scratch
• Theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignments
• Content that is accessible from any fixed or portable device with an Internet connection

Would you like to master algorithms and data structures with Python? This TECH Postgraduate certificate is the ideal option for you. Here you will find everything you need to know, with flexible and efficient training”

Its teaching staff includes professionals from the field of programming, who bring their work experience to this program, as well as renowned specialists from leading companies and prestigious universities.

The multimedia content, developed with the latest educational technology, will provide the professional with situated and contextual learning, i.e., a simulated environment that will provide an immersive learning experience designed to prepare for real-life situations.

This program is designed around Problem-Based Learning, whereby the student must try to solve the different professional practice situations that arise throughout the program. For this purpose, the professional will be assisted by an innovative interactive video system created by renowned and experienced experts.

With this Postgraduate certificate you will understand the essential foundations that every programmer must master. Through the Relearning methodology you will receive a complete, dynamic and practical training"

Conquer the world of programming! In this program you will master everything from the basics to advanced techniques with the best teachers and an up-to-date syllabus. All at your own pace, 100% online"

Throughout a comprehensive syllabus, designed by industry experts, professionals will become familiar with fundamental structures such as lists, stacks, queues, trees and graphs, as well as mastering the most commonly used search and sorting algorithms. In turn, there will be an in-depth look at the implementation of dynamic or greedy programming algorithms and advanced techniques such as graph algorithms (Dijkstra, BFS, DFS). Finally, emphasis will be placed on algorithmic complexity (Big O analysis), which will help graduates understand the efficiency of algorithms and their impact on application performance.

Thanks to the guidance of expert professors and up-to-date content, you will receive all the tools necessary to enhance your professional profile and address the technological challenges of the future”

Module 1. Back-End Development II - Algorithms and Data Structures with Python from Scratch

1.1. Search Algorithms in Data Structures

1.1.1. Purpose of Search Algorithms in Data Structures
1.1.2. Linear Search: Implementation and Use Cases
1.1.3. Binary Search: Examples
1.1.4. Efficiency Comparison: Linear vs Binary Search

1.2. Sorting Algorithms in Data Structures (I). Basic Sorting Techniques Bubble Sort and Insertion Sort

1.2.1. Bubble Sort: Implementation and Analysis
1.2.2. Insertion Sort: Implementation and Use Cases
1.2.3. Comparison between Bubble Sort and Insertion Sort

1.3. Sorting Algorithms in Data Structures (II). Advanced Sorting Techniques: Selection Sort, Merge Sort and Quick Sort

1.3.1. Selection Sort. Implementation and Analysis
1.3.2. Merge Sort: Implementation
1.3.3. Quick Sort: Implementation
1.3.4. Comparison of Efficiency between Sorting Algorithms

1.4. Recursive Algorithms for Searching in Data Structures

1.4.1. Recursion. Use
1.4.2. Direct and Indirect Recursion
1.4.3. Recursive Algorithms: Factorial and Fibonacci. Examples

1.5. Complexity of Search Algorithms in Data Structures

1.5.1. Algorithmic Complexity. Efficiency Measurement
1.5.2. Big-O Notation
1.5.3. Complexity Analysis in Search and Sorting Algorithms

1.6. Advanced Data Structures

1.6.1. Trees: Terminology
1.6.2. Binary Trees: Operations
1.6.3. Binary Search Trees (BST): Search, Insertion and Deletion

1.7. Graph Algorithms

1.7.1. Graphs. Representation
1.7.2. Graph Algorithms: DFS and BFS
1.7.3. Comparison between DFS and BFS

1.8. Dynamic Programming

1.8.1. Dynamic Programming. Application
1.8.2. Differences between Dynamic Programming and Recursion
1.8.3. Optimization through Dynamic Programming

1.9. Data Search Algorithm Optimization Techniques

1.9.1. Data Search Algorithm Optimization Importance
1.9.2. Optimization Techniques: Memoization
1.9.3. Divide and Conquer Divide y vencerás

1.10. Other Algorithms in Python

1.10.1. Permutation and Combination Algorithms
1.10.2. Basic Hashing Algorithms
1.10.3. Counting and Subsets Generation Algorithms

You will study at your own pace and have access to exclusive content that will prepare you for the most demanding challenges in the world of technology. What are you waiting for to enroll? Start today and transform your future”