Solidify your grasp on Data Structures and Algorithms - Palaiseau - Private lessons

Solidify your grasp on Data Structures and Algorithms

From 35 € /h

I follow more or less closely the famous book entitled Introduction to Algorithms authored by CLRS on the subject. The coverage is exhaustive as we go through various concepts related to data structures and algorithms, study standard algorithms such as for sorting, searching, finding max/min, handling trees and graphs, and then pursue in detail their application to real world problems.

I work upwards from first principles so the understanding is solid and transferrable to other domains. We work through problems together in a step by step manner before I encourage the student to tackle a problem autonomously so they get an idea of the problem solving process whilst also building their own framework to approach each problem.

Extra information

delivered online; best if accompanying a course that you are pursuing at Uni

Location

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At teacher's location :

Résidence du Val Palaiseau, Palaiseau, France

Online from France

Age

Adults (18-64 years old)

Seniors (65+ years old)

Student level

Beginner

Intermediate

Advanced

Duration

45 minutes

60 minutes

The class is taught in

English

Skills

Computer programming

Availability of a typical week

(GMT -05:00)

New York

At teacher's location and via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

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- Correlations (Pearson, Spearman, Cohen's Kappa)
- t-tests (one and two samples, independent or paired)
- Chi-square, binomial tests
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- Repeated measures ANOVA
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- ACP / PCA (scree plot, factor scores, matrices)
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RStudio • SQL • SPSS • SAS • Jamovi • JASP

◾ Statistical Methods & Tests

Student's t-test • ANOVA • MANOVA • ANCOVA • Regression (linear & logistic) • Correlation • Chi-square • Nonparametric tests • PCA • MCA • Exploratory factor analysis • Classification / Clustering • Mediation • Moderation • Interpretation

◾ Data analysis & decision support

- Data preparation, structuring and validation using SAS, R and SQL
- Descriptive, exploratory and multivariate statistical analyses on business data
- Production of performance indicators and actionable analyses to support decision-making

◾ Selection and implementation of methods

- Preparation and structuring of databases
- Hypothesis testing and univariate, bivariate and multivariate analyses (ANOVA / ANCOVA)
- Linear and logistic regressions
- Factor analyses (PCA / MCA)
- Mediation and moderation models
- Classification / clustering

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- Lectures, tutorials, projects and assignments in statistics
- Help in understanding and interpreting the results
- Preparation for exams and academic presentations

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- Descriptive statistics (univariate and bivariate)
- Multivariate analyses
- Data exploration and outlier detection

3) Statistical tests

- Correlations (Pearson, Spearman, Cohen's Kappa)
- t-tests (one and two samples, independent or paired)
- Chi-square, binomial tests
- z-scores and associated indicators

4) Statistical modeling

- Linear regressions (simple and multiple)
- Logistic regression
- Interpretation of coefficients, diagnostics and validation of models

5) ANOVA & ANCOVA

- One- or multi-factor ANOVA
- Repeated measures ANOVA
- Fixed and random effects
- Post-hoc tests and effect sizes

6) Factor analyses

- ACP / PCA (scree plot, factor scores, matrices)
- Exploratory factor analysis
- Factorial rotations
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- Visualizations tailored to decision-makers
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I am also here to guide you and show you the tricks of this field and how to become a quality software engineer, not just a developer or a programmer.
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With me, no traditional lessons where you risk getting bored! We combine theory and practice by applying them directly to concrete projects. Together we'll work on live code, and I'll be there to guide you every step of the way.

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We will mainly use Python with tools such as PyTorch, TensorFlow, Keras as well as Pandas, NumPy and scikit-learn.

Ready to dive into the fascinating world of Machine Learning and Deep Learning?

Do not hesitate to contact me if you have any questions! See you soon !

Master Python with Personalized Courses

Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels.

Why Choose My Courses?

Personalized Teaching Approach: Each course is tailored to your skill level and individual goals.

Practical Experience: Learn by doing with real-world projects that build your understanding and skills.

Ongoing Support: Get unlimited email support for any questions you have between sessions.

As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey.

Book Your First Lesson:

Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.

Welcome to the exciting world of web development! As a seasoned full-stack developer with 5 years of experience, I contributed to the success of Veepee and a startup that achieved a remarkable exit to the tune of $100 million.

Today, my passion drives me to share my knowledge through teaching web development, focusing on cutting-edge technologies such as React, Node.js, JavaScript, and many other computer languages. Join me on an exciting journey into the world of coding, where innovation and skill mastery are at the heart of every line of code! 🚀

Welcome to my Programming Projects Support class!

Are you facing hurdles with your programming projects? Let's tackle them together!

As a Geophysics PhD student, I rely heavily on programming tools like Matlab, Python, and R for data analysis, mathematical modeling, plot results and much more.

After a lot of requests from students I created this course which is specifically meant to give you support completing your final programming projects.

Here's what you can expect:

- We'll review your project's background and requirements.
- Analyze your coding progress and identify areas for improvement.
- Collaborate to overcome obstacles, debug your code and advance your project.
- Tailored sessions based on your project's complexity and your skill level.

Whether you require a single session or a series of in-depth consultations, my goal remains the same: to help you break through programming barriers and achieve your goals.

Ready to level up your programming skills? Let's get started!

Please note:
This is a support course only ! While I'm here to guide you, the project's success lies in your hands and I will not finish your project for you.

Hello,
I'm doing a PhD in AI and ML using Python and am an Oracle-certified trainer with 350+ reviews and ratings [with proof attached], I will be able to teach you Python better than any of my competition.

Why choose me?
1. 300 + reviews and ratings
2. Certified tutor
3. More than 5 years of teaching experience
4. Worked as a Software engineer in companies like Virtusa Corp and DIGIDEZ DIGITAL SYSTEMS
5. Hold B.tech and M.tech in Computer Science

Featured Review :
Been trying to learn Java on my own for about 1 year and I couldn't get a grasp on it. Aniket make learning Java a fun experience and challenges you to think for yourself to reinforce the concepts you've learned. I am truly excited for our meetings and he makes time go by so fast that I'm upset when they end. Great teacher and he is genuinely passionate about your success. If I could give him more stars I would!!!

Thanks
Aniket

In this class, you’ll embark on an exciting journey into the world of programming with Python. You’ll start by writing your very first Python program, gaining hands-on experience from the get-go. As you progress, you’ll delve into the core fundamentals of Python, including variables, data types, control structures, functions, and modules.

Mathematics is the best way to enhance your intellect but also work on your intuition and your ability to see patterns.

Good day, my name is Alex, I have been teaching math for over 10 years to hundreds of students. I will teach all grades from elementary school all the way to high school and IB/GCSE etc.

My philosophy revolves around these three values:
-Encouragement
-Inspiration
-Discipline

I specialize into teaching mathematics and programming, but in some occasions I teach physics too.
Feel free to contact me.

Do you want to learn computer science, programming or deepen your knowledge in information technology? I offer courses adapted to all levels, from beginner to advanced.

👉 Introduction to Computer Science and Operating Systems
👉 Introduction and improvement in object programming (solid experience in the Java language)
👉 Web development and databases (HTML, CSS, Javascript, SQL)
👉 Cybersecurity and information systems management
👉 Support for your projects and help with homework

Personalized courses, interactive teaching and guaranteed progress! Available online or in person. Contact me to discuss your goals and start your learning.

Hello,

I offer personalized courses in:
- Excel (basics, advanced functions, pivot tables, automation...)
- VBA (macros, automation, file optimization)
- Python (basics, scripts, data, programming logic)

I graduated from Paris-Dauphine University with a Master's degree in Economic and Financial Engineering, and I adapt my lessons to your level and objectives:
- Complete handling
- Help with a specific project or file
- Understanding of key concepts
Courses can be taken in person or online.
Feel free to contact me to discuss your needs or schedule an initial meeting!

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