1^st lesson free

Hritik

Rate €25
Response 1h
Students
Number of students Hritik has accompanied since arriving at Superprof
3
Number of students Hritik has accompanied since arriving at Superprof

€25/h

1^st lesson free

Maths
Statistics
Science
Algorithms
Computing

Artificial Intelligence and Machine Learning Graduate from the University of Birmingham | Ex-Samsung Data Scientist | I love to teach

Maths
Statistics
Science
Algorithms
Computing

Lesson location

- online

About Hritik

From Math & Statistics --> Coding --> Data Science

Learn and apply Math with logic building

Mathematics & Statistics:

Calculus: Limits, derivatives, and integrals.
Linear Algebra: Vectors, matrices, eigenvalues, eigenvectors.
Probability: Probability distributions, random variables, expected values.
Statistics: Descriptive statistics, inferential statistics, hypothesis testing.
Multivariate Calculus: Gradients, partial derivatives.
Optimization: Gradient descent, optimization techniques.

Coding:
Programming Languages: Choose a language such as Python or R.
Basic Programming Concepts: Variables, data types, loops, conditionals.
Data Structures: Lists, arrays, dictionaries, sets.
Functions and Modules: Writing functions, modular programming.
Version Control: Git and GitHub.
Command Line: Basic command-line operations.

Data Science:
Python Libraries: NumPy, Pandas, Matplotlib, Seaborn.
Data Cleaning: Handling missing data, outliers.
Data Visualization: Creating effective visualizations.
Statistical Modeling: Regression analysis, hypothesis testing.
Machine Learning: Supervised and unsupervised learning algorithms.
Feature Engineering: Creating relevant features from raw data.
Model Evaluation: Metrics for evaluating model performance.
Data Preprocessing: Scaling, normalization, encoding.
Big Data Technologies: Apache Spark, Hadoop.
Deep Learning (Optional): Neural networks, TensorFlow, PyTorch.
Natural Language Processing (NLP): Text mining, sentiment analysis.
Time Series Analysis: Handling time-dependent data.
Databases: SQL, working with databases.
Cloud Platforms: AWS, Azure, Google Cloud.
Communication and Presentation: Explaining findings to non-technical stakeholders.

About the lesson

From High School Statistics to Engineering Maths to Data Science

Learn Math and Statistics visually with logic breakdown

Qualifications: MSc Artificial Intelligence and Machine Learning | University of Birmingham | 2:1 Merit

Who are my audience: Anyone having basic idea about math and statistics

Rates

Rate

€25

Pack rates

5 h: €124
10 h: €248

travel

+ €15

free lessons

This first lesson offered with Hritik will allow you to get to know each other and clearly specify your needs for your next lessons.

online

€25/h

Artificial Intelligence and Machine Learning Graduate from the University of Birmingham | Ex-Samsung Data Scientist | I love to teach

Lesson location

About Hritik

About the lesson

Rates

Rate

Pack rates

travel

free lessons

online

Other tutors in Maths

George

Marina

Mohammad Imran

Nicoletta

Alan

WAYFARING WITH

Kurt

Muluye

Adekunle

Denise

Asad

Muhammad

Ervin Dominic

Subhankar

Ibukun

Mahil

Kirsty

Emmanuel Sesugh

PATHFINDER JESSE

Adeyemi

Artificial Intelligence and Machine Learning Graduate from the University of Birmingham | Ex-Samsung Data Scientist | I love to teach

Lesson location

About Hritik

About the lesson

Rates

Rate

Pack rates

travel

free lessons

online

Other tutors in Maths

George

Marina

Mohammad Imran

Nicoletta

Alan

WAYFARING WITH

Kurt

Muluye

Adekunle

Denise

Asad

Muhammad

Ervin Dominic

Subhankar

Ibukun

Mahil

Kirsty

Emmanuel Sesugh

PATHFINDER JESSE

Adeyemi

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