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I will do data science, machine learning, and visualization project in jupyter notebook
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Ahmad Ali here! Welcome to my Fiverr gig, your premier destination for expert assistance with your Data Science, Machine Learning, and Data Visualization projects using Python!
As a seasoned Data Scientist / ML Engineer, I specialize in a variety of domains to help you unlock the full potential of your data:
Machine Learning:
- Supervised, Unsupervised, and Reinforcement Learning: Proficient in various algorithms and techniques.
Data Science & Analysis:
- Data Cleaning and Preprocessing: Ensure your data is ready for analysis.
- Exploratory Data Analysis (EDA): Thoroughly understand your dataset with Pandas and NumPy.
- Descriptive Statistical Analysis (DSA): Calculate mean, median, mode, variance, standard deviation, and more.
Data Visualization:
- Compelling Visualizations: Create insightful plots with Matplotlib, Seaborn, and Plotly.
- Line Plot
- Scatter Plot
- Bar Chart (Horizontal, Vertical, and Stacked)
- Histogram
- Distribution Plot (with Kernel Density Estimate)
- Pie Chart
- Heatmaps
- Pair Plots
Lenguaje de programación:
Python
Tecnología:
Excel
•
Jupyter Notebook
•
Power BI
•
Tableau
Tipo de análisis:
Análisis cualitativo
•
análisis estadístico
Herramientas:
Otros
Mi porfolio
FAQ
What is Exploratory Data Analysis (EDA)?
EDA is the process of analyzing and visualizing data sets to summarize their main characteristics, often with the help of statistical graphics and other data visualization methods. It's the first step in understanding your data before diving into more advanced analysis.
What kind of visualizations can I expect?
I'll choose visualization techniques that are most suitable for your data and objectives. You can expect a range of visualizations, including bar charts, scatter plots, histograms, heatmaps, and more, depending on what best conveys your data's story.
What programming languages do you use for data science and machine learning?
I primarily use Python for data science and machine learning projects. Python is a popular programming language for data science and has a large ecosystem of libraries and tools, such as NumPy, Pandas, Scikit-learn, TensorFlow, and PyTorch.
Can you provide code and documentation for the analysis?
Yes, I provide well-documented Python code along with detailed documentation of the analysis steps. This ensures transparency and allows you to replicate the analysis in the future if needed.
What types of services do you provide?
I offer services related to data science, machine learning, and deep learning. Additionally, I provide data cleaning, visualization, model deployment, and many more services.
Can you handle large datasets?
Absolutely! I'm experienced in using Pandas and NumPy to optimize performance when dealing with large or complex datasets. I'll ensure efficient processing without compromising on the quality of analysis and visualization.
