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      <title>Data Science and Machine Learning in Geography 2025/26</title>
      <link>https://lenkastatham.com/teaching/gds_pg_2026.html</link>
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      <description>&lt;p&gt;&lt;a href=&#34;https://lenkastatham.com/files/GDS2026/Lecture_1.pptx&#34;&gt;Lecture 1: Introduction&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://lenkastatham.com/files/GDS2026/Lecture_2.pptx&#34;&gt;Lecture 2: Regression&lt;/a&gt; and &lt;a href=&#34;https://lenkastatham.com/files/GDS2026/writing_functions.html&#34;&gt;Learn to write functions in Python&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://lenkastatham.com/files/GDS2026/Lecture_4.pptx&#34;&gt;Lecture 3: Classification&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://lenkastatham.com/files/GDS2026/Lecture_5.pptx&#34;&gt;Lecture 4: Resampling&lt;/a&gt; and &lt;a href=&#34;https://lenkastatham.com/files/GDS2026/learn_for_loop.html&#34;&gt;Learn to write for loops in Python&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://lenkastatham.com/files/GDS2026/Lecture_6.pptx&#34;&gt;Lecture 5: Trees&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://lenkastatham.com/files/GDS2026/Lecture_7.pptx&#34;&gt;Lecture 6: Model Criticism&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://lenkastatham.com/files/GDS2026/Lecture_8.pptx&#34;&gt;Lecture 7: ANN 1&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://lenkastatham.com/files/GDS2026/Lecture_9.pptx&#34;&gt;Lecture 8: ANN 2&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://lenkastatham.com/files/GDS2026/Lecture_midterm.pptx&#34;&gt;Lecture 9: Midterm evaluation&lt;/a&gt;&lt;/p&gt;
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